US20120295605A1 - Interference reduction for a wireless communications network - Google Patents

Interference reduction for a wireless communications network Download PDF

Info

Publication number
US20120295605A1
US20120295605A1 US13/118,823 US201113118823A US2012295605A1 US 20120295605 A1 US20120295605 A1 US 20120295605A1 US 201113118823 A US201113118823 A US 201113118823A US 2012295605 A1 US2012295605 A1 US 2012295605A1
Authority
US
United States
Prior art keywords
interference
transmitter
transmitters
cell sites
interfering
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Abandoned
Application number
US13/118,823
Inventor
Mustafa Emin Sahin
Osama Tarraf
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Viavi Solutions Inc
Original Assignee
Reverb Networks Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Reverb Networks Inc filed Critical Reverb Networks Inc
Priority to US13/118,823 priority Critical patent/US20120295605A1/en
Assigned to ReVerb Networks, Inc. reassignment ReVerb Networks, Inc. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: SAHIN, MUSTAFA EMIN, TARRAF, OSAMA
Priority to EP12786224.1A priority patent/EP2710739B1/en
Priority to PCT/US2012/038544 priority patent/WO2012159015A2/en
Publication of US20120295605A1 publication Critical patent/US20120295605A1/en
Priority to IL229478A priority patent/IL229478A/en
Assigned to VIAVI SOLUTIONS INC. reassignment VIAVI SOLUTIONS INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: ReVerb Networks, Inc.
Abandoned legal-status Critical Current

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04JMULTIPLEX COMMUNICATION
    • H04J11/00Orthogonal multiplex systems, e.g. using WALSH codes
    • H04J11/0023Interference mitigation or co-ordination
    • H04J11/005Interference mitigation or co-ordination of intercell interference
    • H04J11/0056Inter-base station aspects
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B1/00Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/69Spread spectrum techniques
    • H04B1/707Spread spectrum techniques using direct sequence modulation
    • H04B1/7097Interference-related aspects
    • H04B1/7103Interference-related aspects the interference being multiple access interference

Definitions

  • the present invention generally relates to planning and optimization of a universal mobile telecommunication system (UMTS) based network.
  • the present invention relates to detecting and reducing interference from several transmitters in a UMTS network.
  • UMTS universal mobile telecommunication system
  • Traditional network planning and optimization of a wireless network relies on static methodologies for finding site locations, dimensioning and configuring the radio resources to meet specified traffic demand.
  • Traditional network optimization methods find the best configuration(s) of the wireless network to maximize the performance, which typically starts with an already working wireless network, followed by analysis and calculations done by engineers using software and hardware tools with extensive simulations of the network. Once a better configuration is determined, the new configuration is manually implemented.
  • UMTS based wireless networks offer soft handover features that allow a mobile station (MS) to be served by multiple transmitters.
  • the transmitters that serve the MS simultaneously constitute the active set for that MS.
  • signals received by the MS that are not sent by the transmitters in the active set are considered interference signals.
  • interfering transmitters may lead to reduced network performance by reducing the number useful signals received by mobile stations.
  • interfering transmitters may cause pilot pollution, which is a phenomenon that occurs when there are too many potential serving cells to choose from.
  • An embodiment of the invention is directed to a method for reducing interference in interfered cell sites of a wireless communications network, a cell site being a region in which wireless communications are provided to mobile users, and the interfered cell sites being cell sites where mobile users are subject to interference signals from at least one interfering transmitter. Further, the method includes selecting a transmitter from a list of interfering transmitters in need of adjustment and corresponding antennas; and determining a critical zone with respect to the selected transmitter. According to the method, once the transmitter is selected, parameters of the selected transmitter and the associated antenna are altered, and performance of the wireless network in the critical zone and interference by signals being transmitted to the interfered cell sites from the transmitter are monitored.
  • the altered parameters may include antenna tilt and transmit power of the transmitter. Altering of the parameters of the transmitter and the antenna can be performed continuously until a desired interference reduction is achieved in the interfered cell sites of the wireless communications network. Additionally, altering of the transmitter parameters can be performed for all the transmitters on the list of interfering transmitters.
  • An embodiment of the invention is directed to at least one program recorded on a non-transitory computer-readable storage medium for reducing interference in cell sites of a wireless network, wherein the at least one program causes a computer to perform an interference reduction method as described in the previous embodiment.
  • An embodiment of the invention is directed to an interference reduction apparatus for reducing interference in interfered cell sites of a wireless network including at least one processor and a memory.
  • the memory stores at least one interference reduction program for reducing interference in interfered cell sites of a wireless network, wherein the at least one interference reduction program causes the interference apparatus to perform the interference reduction method discussed above in the previous embodiment.
  • FIG. 1 illustrates a system for detecting and reducing interference in cell sites of a wireless communications network in accordance with an embodiment of the invention
  • FIGS. 2 and 3 illustrate a method for detecting and reducing interference in cell sites of a wireless communications network in accordance with an embodiment of the invention
  • FIG. 4 illustrates an apparatus for detecting and reducing interference in cell sites of a wireless communications network in accordance with an embodiment of the invention.
  • FIG. 5 is a graph illustrating exemplary RSCP values measured by a mobile device, according to an embodiment.
  • FIG. 6 is a graph illustrating exemplary received signal power levels excluding transmitters in an active set, according to an embodiment.
  • FIG. 1 is a system for detecting and reducing interference in cell sites of a wireless communications network in accordance with an embodiment of the invention.
  • the wireless network 100 illustrated in FIG. 1 includes a detection and interference apparatus 101
  • the wireless network 100 refers to any type of computer network that is wireless, and is commonly associated with a telecommunications network whose interconnections are implemented without the use of wires such as with electromagnetic waves, such as radio waves or the like as a carrier.
  • the basic components of the wireless network 100 include the detection and interference reduction apparatus 101 ; one or more controllers 102 ; one or more base station transmitters 103 (hereafter “transmitters 103 ”) for supporting data communications between mobile devices 106 distributed throughout coverage areas (e.g., cell sites) provided by the wireless network 100 via antennas 105 ; a network database 110 ; and an antenna adjustment apparatus 104 .
  • transmitters 103 for supporting data communications between mobile devices 106 distributed throughout coverage areas (e.g., cell sites) provided by the wireless network 100 via antennas 105 ; a network database 110 ; and an antenna adjustment apparatus 104 .
  • connections between the detection and interference reduction apparatus 101 and the one or more network controllers 102 , the antenna adjustment apparatus 104 and the network database 110 can be wireless, wired or a combination of wireless and wired.
  • connections between the one or more controllers 102 and the one or more transmitters 103 can be wireless, wired or a combination of wireless and wired.
  • the detection and interference reduction apparatus 101 receives network statistics and the current network configurations from the network database 110 related to the wireless communication system 100 for assisting in the monitoring and optimization performed.
  • the network statistics may include, but are not limited to, key performance Indicators (KPIs).
  • KPIs key performance Indicators
  • An example of KPIs include an interference power, successful call rate, call traffic and dropped calls rate, which is the ratio between the failed calls and the total number of calls requested.
  • Another network statistic is the capacity of the network. Capacity can be measured by the total number of calls and/or the amount of delivered data in bits or the throughput (overall data rate) in case of data calls.
  • the detection and interference reduction apparatus 101 also receives information regarding the transmitters 103 and the antennas 105 from the antenna adjustment apparatus 104 .
  • the wireless network 100 offers a soft handover feature that allows a mobile device 106 to be served by multiple transmitters 103 .
  • the transmitters 103 that serve mobile device 106 simultaneously constitute the active set for a mobile device 106 , and there might be up to, for example, 3 transmitters 103 in an active set with one of the transmitters being the best server to the mobile device 106 .
  • Signals received by a mobile device 106 from a transmitter 103 that is not in the active set are considered interference signals from an interfering transmitter 103 .
  • the detection and interference reduction apparatus 101 can be a server or other similar computer device capable of executing one or more algorithms for performing the detection and interference reduction in wireless network 100 .
  • a more detailed discussion of the structure of the detection and interference reduction apparatus 101 is noted below with reference to FIG. 4 .
  • the controllers 102 illustrated in FIG. 1 control one or more of the transmitters 103 to affect performance in the corresponding coverage areas or cell sites provided by the transmitters 103 and antennas 105 .
  • Mobile devices 106 are distributed within the coverage areas or cell sites for participating in wireless data communications provided by the wireless network 100 via the transmitters 103 and the antennas 105 .
  • the mobile devices 106 include user equipment of various types such as fixed, mobile, and portable two way radios, cellular telephones, personal digital assistants (PDAs), or other wireless networking devices.
  • Each coverage area behaves as an independent cell site serving its own set of mobile devices 106 .
  • each coverage area can be used by a single transmitter 103 or plurality of transmitters 103 operating each on a different frequency channel.
  • subscribers of a single coverage area are served by a single transmitter 103 that can be a single frequency channel for IEEE802.16e-2005 (or UMTS or 1x-EVDO Rev. B and C) or multiple frequency channels that can be supported by IEEE802.16m (or UMTS or 1xEVDO Rev. B and C).
  • the antenna adjustment apparatus 104 is in direct communication with the detection and interference reduction apparatus 101 for sending information to and receiving information from the detection and interference reduction apparatus 101 , which makes adjustments to the transmitters 103 and the antennas 105 .
  • the antenna adjustment apparatus 104 includes an algorithm that analyzes information received from the detection and interference reduction apparatus 101 and sends control signals to the antennas 105 for altering antenna parameters.
  • the antenna adjustment apparatus 104 also sends information regarding the transmitters 103 and the antennas 105 to the detection and interference reduction apparatus 101 .
  • the detection and interference reduction apparatus 101 makes adjustments to the transmitters 103 via the controllers 102 .
  • FIGS. 2 and 3 illustrate a method for detecting and reducing interference in cell sites of a wireless communications network in accordance with an embodiment of the invention.
  • the detection and interference reduction apparatus 101 can execute two separate algorithms; one for detecting interference caused by transmitters 103 and one algorithm for making modifications to parameters of interfering transmitters 103 and the antennas 105 .
  • the detection and interference reduction apparatus 101 can also execute one algorithm for detecting and reducing interference in cell sites of the wireless network 100 caused by the transmitters 103 .
  • the detection and interference reduction apparatus 101 selects a cell site in the wireless network 100 for detecting interference.
  • the initial selection of the cell site may be based on network parameters received from the network database 110 or the antenna adjustment apparatus 104 , or both.
  • the detection and interference reduction apparatus 101 determines a list mobile devices 106 served by the selected (interfered) cell site. The list of mobile devices 106 in the cell site can be based on information regarding the cell site received from the network database 110 or the antenna adjustment apparatus 104 .
  • the detection and interference reduction apparatus 101 acquires received signal code power (RSCP) values that are measured by the corresponding mobile devices 106 in the cell site.
  • the detection and interference reduction apparatus 101 determines the signal sources from the RSCP values measured. Exemplary RSCP values measured by a mobile device 106 are shown in FIG. 5 .
  • the detection and interference reduction apparatus 101 excludes from the signal sources determined in step 205 , the signal sources included in the active set for each mobile device 106 in the cell site. By excluding the signal sources in the active set, only the interfering signal sources or interfering power remain on a list of signal sources.
  • An active set of signal sources are a set of sources assigned to provide source signals to a mobile device 106 in the cell site, whereas the interfering sources are sources not assigned to provide wireless communication services to a mobile device 106 in the cell site, but whose source signal is still being received by the mobile device 106 (i.e., interfering power).
  • the list of interfering signal sources may include transmitters 103 that have the highest interference power as measured by the mobile devices 106 , transmitters 103 that cause interference in the highest number of mobile devices 106 , transmitters 103 that cause interference in the highest number of cells, or transmitters 103 with a highest weight metric assigned.
  • a list of exemplary signals interfering signal sources i.e., excluding signal sources in an active set are provided in FIG. 6 .
  • step 207 the RSCP measurements for the interfering signal sources are grouped and summed for each of the signal sources.
  • the summed RSCP measurements are sorted for the interfering source signals by the strongest. The strongest signals are determined by the signal strength received by the mobile devices 106 .
  • step 209 it is determined if there are any other cell sites in the network and, if not, a list of transmitters 103 associated with the list of interfering signal sources is generated. The list of transmitters 103 may be based on network configuration information received from the network database 110 or the antenna adjustment apparatus 104 . The list of transmitters is considered to include transmitters 103 in need of adjustment by the detection and interference reduction apparatus 101 and the antenna adjustment apparatus 104 .
  • step 209 if it is determined that there are other cells sites on the network, then another cell site is selected in step 202 , and the process in steps 203 - 209 are repeated.
  • the following is an exemplary implementation of the selection of a problem transmitter 103 causing interference in the wireless network 100 with respect to seven mobile devices 106 (also referred to here as user equipment (UE)).
  • the first five significant interfering signal sources are listed for all mobile devices 106 (e.g., UE1-UE7) in the currently selected cell. That is, the first five significant signal sources are generated by excluding the signal sources in the active set, so that only the interfering signal sources remain.
  • an active set of signal sources are a set of sources assigned to provide source signals to a mobile device 106 in the cell site
  • the interfering sources are sources not assigned to provide wireless communication services to a mobile device 106 in the cell site, but whose source signals are still being received.
  • the interferers e.g., Interferers I-V
  • Table 1 below contains the interferers for seven mobile devices 106 , and in Table 2, the corresponding interference powers are listed.
  • the accumulated interference power is found for each of these interferers by simply adding the numbers (in mW) that belong to a specific interferer. These total interference values are sorted and the strongest three interferers, for example, are determined along with the corresponding values. In this example, the interferers that cause interference the most frequently are determined as being transmitted from a problem transmitter 103 . However, the interferers can be determined based on interferers that have the highest interference power as measured by the mobile devices 106 , interferers that cause interference in the highest number of mobile devices 106 , interferers that cause interference in the highest number of cells, or interferers with the highest weight metric assigned.
  • a list of transmitters corresponding to the list of problem interferers is generated.
  • the list of transmitters is generated based on network configuration information received from the network database 110 or the antenna adjustment apparatus 104 .
  • the list of transmitters is considered to include transmitters 103 in need of adjustment by the detection and interference reduction apparatus 101 and the antenna adjustment apparatus 104 .
  • a problem transmitter 103 is selected for the list of transmitters generated (i.e., in step 209 ) as a transmitter 103 in need for adjustment.
  • a critical zone is determined with respect to the selected cell site and the problem transmitter 103 .
  • the critical zone refers to a set of the neighbor cell sites in the vicinity of the selected cell site whose performance can be affected by performance in the selected cell site.
  • the critical zone may contain direct neighbor cells sites of the selected cell site or additional levels of neighbor cell sites (i.e., indirect neighbor cell sites) with regard to the selected cell.
  • the detection and interference reduction apparatus 101 makes adjustments to the selected problem transmitter 103 and the corresponding antenna 105 via the controller 102 and antenna adjustment apparatus 104 , respectively. Adjustments can be made by altering the antenna parameters such as antenna tilt and transmit power of the transmitter 103 .
  • the performance in the critical zone is monitored by considered performance metrics in the critical zone.
  • the performance metrics can be based on dropped call rate (DCR), which has exceeded certain dropped call rate threshold over a certain observation window of time.
  • An observation window is simply a specified time period such a number or days.
  • the performance metric can also be calculated across specific time slots in different time frames. For example, Mondays to Fridays, Mondays only or Mondays to Fridays morning hours.
  • step 306 if performance in the critical zone has degraded, then in step 309 , the detection and interference reduction apparatus 101 returns to the best previous configuration of the transmitter 103 and the process ends.
  • step 306 if performance in the critical zone is not degraded, then in step 307 , the average ratio of best server power to the interferer power (the average C/I ratio) measured by interfered mobile devices in the interfered cell sites is determined, where the best server power is the signal power of the best server and the interferer power is the signal power from the transmitter 103 .
  • step 307 if it is determined that the average C/I ratio is improved, then in step 308 it is determined if further adjustments of the transmitter 103 and the antenna 105 are possible and if the improvement in the average C/I ratio has reached the desired level. If further adjustments of the transmitter 103 and the antenna 105 are possible and improvement in the average C/I ratio has not reached the desired level, then further adjustments are made to the transmitter parameters and the antenna parameters as in step 304 . As noted above, adjustments are made by altering parameters such as antenna tilt and transmit power of the transmitter 103 .
  • step 308 if it is determined that no further adjustments of the transmitter 103 and antenna 105 are possible or the improvement in the average C/I ratio has already reached the desired level, then the detection and interference reduction apparatus 101 returns to the best previous configuration of the transmitter 103 and the process ends.
  • step 307 if it is determined that interference in the cell site is increased as a result of the initial adjustments to the transmitter 103 , then the detection and interference reduction apparatus 101 returns to the best previous configuration of the transmitter 103 and the process ends.
  • optimization of the wireless network 100 is performed by utilizing certain metrics considered during monitoring the performance of the wireless network (e.g., in steps 305 - 309 ) after making adjustments to a transmitter 103 and an antenna 105 (e.g., in step 304 )
  • the change in the average C/I perceived by the mobiles in the interfered cells is calculated as follows:
  • Avg_I/C the mean of best server power to the interferer power ratio measured by the mobile devices in the interfered cells during the last n days (converted to dB)
  • Avg_I/C_Initial the mean of best server power to the interferer power ratio measured by the mobile devices in the interfered cells during the initial n days (converted to dB).
  • the average SCR is calculated for the sum of all the services including voice, data and HSDPA calls as follows:
  • SCR Number ⁇ ⁇ of ⁇ ⁇ successful ⁇ ⁇ calls ⁇ ⁇ in ⁇ ⁇ the zone ⁇ ⁇ for ⁇ ⁇ the ⁇ ⁇ last ⁇ ⁇ n ⁇ ⁇ days Number ⁇ ⁇ of ⁇ ⁇ total ⁇ ⁇ seizures ⁇ ⁇ in the ⁇ ⁇ zone ⁇ ⁇ for ⁇ ⁇ the ⁇ ⁇ last ⁇ ⁇ n ⁇ ⁇ days ⁇
  • TrafficIncAllHours Traffic_TotWin - Traffic_IniTotWin Traffic_IniTotWin
  • Optimization of the wireless network 100 is achieved by detecting and reducing interference from problem transmitters 103 and continually searching for better performance even if the performance is only slightly degraded. As a result, the best performance may occur anytime during the interference reduction process (e.g., in FIGS. 2 and 3 ). Performance values are recorded in the network database 110 after each modification to transmitter parameters. Additionally, modifications are made to the transmitter parameters to yield the best performance, even if the best performance is a previous operating condition of the wireless network 100 .
  • FIG. 4 is a more detailed description of the detection and interference reduction apparatus 101 for performing the method of detecting and reducing interference in a selected cell site as described with reference to FIGS. 2 and 3 .
  • the detection and interference reduction apparatus 101 includes a memory 401 , a processor 402 , user interface 403 , application programs 404 , communication interface 405 , and bus 406 .
  • the memory 401 can be computer-readable storage medium used to store executable instructions, or computer program thereon.
  • the memory 401 may include a read-only memory (ROM), random access memory (RAM), programmable read-only memory (PROM), erasable programmable read-only memory (EPROM), a smart card, a subscriber identity module (SIM), or any other medium from which a computing device can read executable instructions or a computer program.
  • ROM read-only memory
  • RAM random access memory
  • PROM programmable read-only memory
  • EPROM erasable programmable read-only memory
  • SIM subscriber identity module
  • computer program is intended to encompass an executable program that exists permanently or temporarily on any computer-readable storage medium as described above.
  • the computer program is also intended to include an algorithm that includes executable instructions stored in the memory 401 that are executable by one or more processors 402 , which may be facilitated by one or more of the application programs 404 .
  • the application programs 404 may also include, but are not limited to, an operating system or any special computer program that manages the relationship between application software and any suitable variety of hardware that helps to make-up a computer system or computing environment of the detection and interference reduction apparatus 101 .
  • the application programs 404 also include one or more interferer detection and interference reduction algorithms for performing the detecting and interference reduction method described with reference to FIGS. 2 and 3 .
  • the one or more interferer detection and interference reduction algorithms for performing the detecting and interference reduction method described with reference to FIGS. 2 and 3 can also be stored in memory 401 .
  • General communication between the components in the detection and interference reduction apparatus 101 is provided via the bus 406
  • the user interface 403 allows for interaction between a user and the detection and interference reduction apparatus 101 .
  • the user interface 403 may include a keypad, a keyboard, microphone, and/or speakers.
  • the communication interface 405 provides for two-way data communications from the detection and interference reduction apparatus 101 .
  • the communication interface 405 may be a digital subscriber line (DSL) card or modem, an integrated services digital network (ISDN) card, a cable modem, or a telephone modem to provide a data communication connection to a corresponding type of telephone line.
  • communication interface 405 may be a local area network (LAN) card (e.g., for EthernetTM or an Asynchronous Transfer Model (ATM) network) to provide a data communication connection to a compatible LAN.
  • LAN local area network
  • the communication interface 405 may also include peripheral interface devices, such as a Universal Serial Bus (USB) interface, a Personal Computer Memory Card International Association (PCMCIA) interface, and the like.
  • the communication interface 405 also allows the exchange of information across one or more wireless communication networks.
  • Such networks may include cellular or short-range, such as IEEE 802.11 wireless local area networks (WLANS). And, the exchange of information may involve the transmission of radio frequency (RF) signals through an antenna (not shown).
  • RF radio frequency

Abstract

An apparatus, method and program reduce interference in interfered cell sites of a wireless communications network. A cell site is a region in which wireless communications are provided to mobile devices, and the interfered cell sites being cell sites where mobile devices are subject to interference signals from at least one interfering transmitter. A transmitter is selected from a list of interfering transmitters in need of adjustment and corresponding antennas. A critical zone is determined with respect to the selected transmitter. Parameters of the selected transmitter and the corresponding antenna are altered and performance of the wireless network in the critical zone around the problem transmitter and interference in the cell sites interfered by the problem transmitter are monitored. Altering of the parameters of the transmitter and the corresponding antenna is performed continuously until a desired interference reduction is achieved in the cell sites interfered by the selected transmitter.

Description

  • This is a continuation application of U.S. patent application Ser. No. 13/110,205, filed on May 18, 2011.
  • BACKGROUND OF THE INVENTION
  • 1. Field of the Invention
  • The present invention generally relates to planning and optimization of a universal mobile telecommunication system (UMTS) based network. In particular, the present invention relates to detecting and reducing interference from several transmitters in a UMTS network.
  • 2. Description of the Related Art
  • Traditional network planning and optimization of a wireless network relies on static methodologies for finding site locations, dimensioning and configuring the radio resources to meet specified traffic demand. Traditional network optimization methods find the best configuration(s) of the wireless network to maximize the performance, which typically starts with an already working wireless network, followed by analysis and calculations done by engineers using software and hardware tools with extensive simulations of the network. Once a better configuration is determined, the new configuration is manually implemented.
  • However, manual network optimization consumes a large amount of human resources and is a lengthy process that is performed only when needed or periodically. Therefore, usage of network resource is not maximized, quality of service is degraded and end users or customer satisfaction is reduced.
  • Additionally, UMTS based wireless networks offer soft handover features that allow a mobile station (MS) to be served by multiple transmitters. The transmitters that serve the MS simultaneously constitute the active set for that MS. However, signals received by the MS that are not sent by the transmitters in the active set are considered interference signals.
  • Existence of interfering transmitters may lead to reduced network performance by reducing the number useful signals received by mobile stations. Moreover, interfering transmitters may cause pilot pollution, which is a phenomenon that occurs when there are too many potential serving cells to choose from.
  • Therefore, it would be useful to implement an automated device for reducing interference and maximizing overall network performance.
  • SUMMARY OF THE INVENTION
  • An embodiment of the invention is directed to a method for reducing interference in interfered cell sites of a wireless communications network, a cell site being a region in which wireless communications are provided to mobile users, and the interfered cell sites being cell sites where mobile users are subject to interference signals from at least one interfering transmitter. Further, the method includes selecting a transmitter from a list of interfering transmitters in need of adjustment and corresponding antennas; and determining a critical zone with respect to the selected transmitter. According to the method, once the transmitter is selected, parameters of the selected transmitter and the associated antenna are altered, and performance of the wireless network in the critical zone and interference by signals being transmitted to the interfered cell sites from the transmitter are monitored.
  • Moreover, according to the method, the altered parameters may include antenna tilt and transmit power of the transmitter. Altering of the parameters of the transmitter and the antenna can be performed continuously until a desired interference reduction is achieved in the interfered cell sites of the wireless communications network. Additionally, altering of the transmitter parameters can be performed for all the transmitters on the list of interfering transmitters.
  • An embodiment of the invention is directed to at least one program recorded on a non-transitory computer-readable storage medium for reducing interference in cell sites of a wireless network, wherein the at least one program causes a computer to perform an interference reduction method as described in the previous embodiment.
  • An embodiment of the invention is directed to an interference reduction apparatus for reducing interference in interfered cell sites of a wireless network including at least one processor and a memory. The memory stores at least one interference reduction program for reducing interference in interfered cell sites of a wireless network, wherein the at least one interference reduction program causes the interference apparatus to perform the interference reduction method discussed above in the previous embodiment.
  • BRIEF DESCRIPTION OF THE DRAWINGS
  • In the drawings, like reference numbers generally indicate identical, functionally similar and/or structurally similar elements. Embodiments of the invention will be described with reference to the accompanying drawings, wherein:
  • FIG. 1 illustrates a system for detecting and reducing interference in cell sites of a wireless communications network in accordance with an embodiment of the invention;
  • FIGS. 2 and 3 illustrate a method for detecting and reducing interference in cell sites of a wireless communications network in accordance with an embodiment of the invention; and
  • FIG. 4 illustrates an apparatus for detecting and reducing interference in cell sites of a wireless communications network in accordance with an embodiment of the invention.
  • FIG. 5 is a graph illustrating exemplary RSCP values measured by a mobile device, according to an embodiment.
  • FIG. 6 is a graph illustrating exemplary received signal power levels excluding transmitters in an active set, according to an embodiment.
  • Additional features are described herein, and will be apparent from the following description of the figures.
  • DETAILED DESCRIPTION OF THE INVENTION
  • In the description that follows, numerous details are set forth in order to provide a thorough understanding of the invention. It will be appreciated by those skilled in the art that variations of these specific details are possible while still achieving the results of the invention. Well-known elements and processing steps are generally not described in detail in order to avoid unnecessarily obscuring the description of the invention.
  • In the drawings accompanying the description that follows, often both reference numerals and legends (labels, text descriptions) may be used to identify elements. If legends are provided, they are intended merely as an aid to the reader, and should not in any way be interpreted as limiting.
  • FIG. 1 is a system for detecting and reducing interference in cell sites of a wireless communications network in accordance with an embodiment of the invention. The wireless network 100 illustrated in FIG. 1 includes a detection and interference apparatus 101 And, the wireless network 100 refers to any type of computer network that is wireless, and is commonly associated with a telecommunications network whose interconnections are implemented without the use of wires such as with electromagnetic waves, such as radio waves or the like as a carrier. The basic components of the wireless network 100 include the detection and interference reduction apparatus 101; one or more controllers 102; one or more base station transmitters 103 (hereafter “transmitters 103”) for supporting data communications between mobile devices 106 distributed throughout coverage areas (e.g., cell sites) provided by the wireless network 100 via antennas 105; a network database 110; and an antenna adjustment apparatus 104.
  • It should be understood by one of ordinary skill in the art that the connections between the detection and interference reduction apparatus 101 and the one or more network controllers 102, the antenna adjustment apparatus 104 and the network database 110 can be wireless, wired or a combination of wireless and wired. Similarly, it should be understood by one of ordinary skill in the art that the connections between the one or more controllers 102 and the one or more transmitters 103 can be wireless, wired or a combination of wireless and wired.
  • As seen in FIG. 1, the detection and interference reduction apparatus 101 receives network statistics and the current network configurations from the network database 110 related to the wireless communication system 100 for assisting in the monitoring and optimization performed. The network statistics may include, but are not limited to, key performance Indicators (KPIs). An example of KPIs include an interference power, successful call rate, call traffic and dropped calls rate, which is the ratio between the failed calls and the total number of calls requested. Another network statistic is the capacity of the network. Capacity can be measured by the total number of calls and/or the amount of delivered data in bits or the throughput (overall data rate) in case of data calls. Additionally, the detection and interference reduction apparatus 101 also receives information regarding the transmitters 103 and the antennas 105 from the antenna adjustment apparatus 104.
  • The wireless network 100 offers a soft handover feature that allows a mobile device 106 to be served by multiple transmitters 103. The transmitters 103 that serve mobile device 106 simultaneously constitute the active set for a mobile device 106, and there might be up to, for example, 3 transmitters 103 in an active set with one of the transmitters being the best server to the mobile device 106. Signals received by a mobile device 106 from a transmitter 103 that is not in the active set are considered interference signals from an interfering transmitter 103.
  • The detection and interference reduction apparatus 101 can be a server or other similar computer device capable of executing one or more algorithms for performing the detection and interference reduction in wireless network 100. A more detailed discussion of the structure of the detection and interference reduction apparatus 101 is noted below with reference to FIG. 4.
  • The controllers 102 illustrated in FIG. 1 control one or more of the transmitters 103 to affect performance in the corresponding coverage areas or cell sites provided by the transmitters 103 and antennas 105. Mobile devices 106 are distributed within the coverage areas or cell sites for participating in wireless data communications provided by the wireless network 100 via the transmitters 103 and the antennas 105. The mobile devices 106 include user equipment of various types such as fixed, mobile, and portable two way radios, cellular telephones, personal digital assistants (PDAs), or other wireless networking devices.
  • Each coverage area behaves as an independent cell site serving its own set of mobile devices 106. For fixed wireless systems, such as IEEE802.16-2004, each coverage area can be used by a single transmitter 103 or plurality of transmitters 103 operating each on a different frequency channel. For mobile systems, subscribers of a single coverage area are served by a single transmitter 103 that can be a single frequency channel for IEEE802.16e-2005 (or UMTS or 1x-EVDO Rev. B and C) or multiple frequency channels that can be supported by IEEE802.16m (or UMTS or 1xEVDO Rev. B and C).
  • As illustrated in FIG. 1, the antenna adjustment apparatus 104 is in direct communication with the detection and interference reduction apparatus 101 for sending information to and receiving information from the detection and interference reduction apparatus 101, which makes adjustments to the transmitters 103 and the antennas 105. The antenna adjustment apparatus 104 includes an algorithm that analyzes information received from the detection and interference reduction apparatus 101 and sends control signals to the antennas 105 for altering antenna parameters. The antenna adjustment apparatus 104 also sends information regarding the transmitters 103 and the antennas 105 to the detection and interference reduction apparatus 101. The detection and interference reduction apparatus 101 makes adjustments to the transmitters 103 via the controllers 102.
  • FIGS. 2 and 3 illustrate a method for detecting and reducing interference in cell sites of a wireless communications network in accordance with an embodiment of the invention. By way of example, the detection and interference reduction apparatus 101 can execute two separate algorithms; one for detecting interference caused by transmitters 103 and one algorithm for making modifications to parameters of interfering transmitters 103 and the antennas 105. However, the detection and interference reduction apparatus 101 can also execute one algorithm for detecting and reducing interference in cell sites of the wireless network 100 caused by the transmitters 103.
  • Referring now to FIG. 2, in step 202, the detection and interference reduction apparatus 101 selects a cell site in the wireless network 100 for detecting interference. The initial selection of the cell site may be based on network parameters received from the network database 110 or the antenna adjustment apparatus 104, or both. In step 203, the detection and interference reduction apparatus 101 determines a list mobile devices 106 served by the selected (interfered) cell site. The list of mobile devices 106 in the cell site can be based on information regarding the cell site received from the network database 110 or the antenna adjustment apparatus 104. In step 204, the detection and interference reduction apparatus 101 acquires received signal code power (RSCP) values that are measured by the corresponding mobile devices 106 in the cell site. In step 205, the detection and interference reduction apparatus 101 determines the signal sources from the RSCP values measured. Exemplary RSCP values measured by a mobile device 106 are shown in FIG. 5.
  • In steps 206, the detection and interference reduction apparatus 101 excludes from the signal sources determined in step 205, the signal sources included in the active set for each mobile device 106 in the cell site. By excluding the signal sources in the active set, only the interfering signal sources or interfering power remain on a list of signal sources. An active set of signal sources are a set of sources assigned to provide source signals to a mobile device 106 in the cell site, whereas the interfering sources are sources not assigned to provide wireless communication services to a mobile device 106 in the cell site, but whose source signal is still being received by the mobile device 106 (i.e., interfering power).
  • The list of interfering signal sources may include transmitters 103 that have the highest interference power as measured by the mobile devices 106, transmitters 103 that cause interference in the highest number of mobile devices 106, transmitters 103 that cause interference in the highest number of cells, or transmitters 103 with a highest weight metric assigned. A list of exemplary signals interfering signal sources (i.e., excluding signal sources in an active set) are provided in FIG. 6.
  • In step 207, the RSCP measurements for the interfering signal sources are grouped and summed for each of the signal sources. In step 208, the summed RSCP measurements are sorted for the interfering source signals by the strongest. The strongest signals are determined by the signal strength received by the mobile devices 106. In step 209, it is determined if there are any other cell sites in the network and, if not, a list of transmitters 103 associated with the list of interfering signal sources is generated. The list of transmitters 103 may be based on network configuration information received from the network database 110 or the antenna adjustment apparatus 104. The list of transmitters is considered to include transmitters 103 in need of adjustment by the detection and interference reduction apparatus 101 and the antenna adjustment apparatus 104. In step 209, if it is determined that there are other cells sites on the network, then another cell site is selected in step 202, and the process in steps 203-209 are repeated.
  • Exemplary Implementation
  • The following is an exemplary implementation of the selection of a problem transmitter 103 causing interference in the wireless network 100 with respect to seven mobile devices 106 (also referred to here as user equipment (UE)). After collecting the interfering source signals (as noted above in steps 202-206), the first five significant interfering signal sources are listed for all mobile devices 106 (e.g., UE1-UE7) in the currently selected cell. That is, the first five significant signal sources are generated by excluding the signal sources in the active set, so that only the interfering signal sources remain. As noted above, an active set of signal sources are a set of sources assigned to provide source signals to a mobile device 106 in the cell site, whereas the interfering sources are sources not assigned to provide wireless communication services to a mobile device 106 in the cell site, but whose source signals are still being received. For the purpose of this example, the interferers (e.g., Interferers I-V) refer to the interfering source signals. Table 1 below contains the interferers for seven mobile devices 106, and in Table 2, the corresponding interference powers are listed.
  • TABLE 1
    Sources Of Interference For User Equipments (UE)
    UE1 UE2 UE3 UE4 UE5 UE6 UE7
    Interferer I ‘Site161_3’ ‘Site73_3’ ‘Site73_3’ ‘Site63_1’ ‘Site161_3’ ‘Site161_3’ ‘Site73_3’
    Interferer II ‘Site151_3’ ‘Site161_3’ ‘Site63_1’ ‘Site64_2’ ‘Site73_3’ ‘Site63_1’ ‘Site63_1’
    Interferer III ‘Site73_3’ ‘Site63_1’ ‘Site172_2’ ‘Site73_3’ ‘Site63_1’ ‘Site172_2’ ‘Site64_2’
    Interferer IV ‘Site75_3’ ‘Site172_2’ ‘Site161_3’ ‘Site189_2’ ‘Site73_1’ ‘Site84_1’ ‘Site172_2’
    Interferer V ‘Site63_1’ ‘Site64_2’ ‘Site64_2’ ‘Site151_3’ ‘Site84_1’ ‘Site64_2’ ‘Site161_3’
  • TABLE 2
    Interference Levels (in dBm) For UEs
    UE1 UE2 UE3 UE4 UE5 UE6 UE7
    Interferer I −90 −87 −80 −87 −89 −90 −91
    Power (dBm)
    Interferer II −93 −91 −87 −89 −91 −94 −91
    Power (dBm)
    Interferer III −96 −93 −92 −91 −95 −95 −91
    Power (dBm)
    Interferer IV −96 −94 −96 −98 −96 −97 −91
    Power (dBm)
    Interferer V −96 −96 −97 −101 −96 −97 −95
    Power (dBm)
  • For the current cell, all sources of interference are identified using the table exemplified in Table 1. Then, the accumulated interference power is found for each of these interferers by simply adding the numbers (in mW) that belong to a specific interferer. These total interference values are sorted and the strongest three interferers, for example, are determined along with the corresponding values. In this example, the interferers that cause interference the most frequently are determined as being transmitted from a problem transmitter 103. However, the interferers can be determined based on interferers that have the highest interference power as measured by the mobile devices 106, interferers that cause interference in the highest number of mobile devices 106, interferers that cause interference in the highest number of cells, or interferers with the highest weight metric assigned. A list of transmitters corresponding to the list of problem interferers is generated. The list of transmitters is generated based on network configuration information received from the network database 110 or the antenna adjustment apparatus 104. The list of transmitters is considered to include transmitters 103 in need of adjustment by the detection and interference reduction apparatus 101 and the antenna adjustment apparatus 104.
  • Now referring to FIG. 3, in step 302, a problem transmitter 103 is selected for the list of transmitters generated (i.e., in step 209) as a transmitter 103 in need for adjustment. In step 303, a critical zone is determined with respect to the selected cell site and the problem transmitter 103. The critical zone refers to a set of the neighbor cell sites in the vicinity of the selected cell site whose performance can be affected by performance in the selected cell site. The critical zone may contain direct neighbor cells sites of the selected cell site or additional levels of neighbor cell sites (i.e., indirect neighbor cell sites) with regard to the selected cell.
  • In step 304, the detection and interference reduction apparatus 101 makes adjustments to the selected problem transmitter 103 and the corresponding antenna 105 via the controller 102 and antenna adjustment apparatus 104, respectively. Adjustments can be made by altering the antenna parameters such as antenna tilt and transmit power of the transmitter 103. In step 305, after adjustments to the transmitter 103 and the corresponding antenna 105 are made, the performance in the critical zone is monitored by considered performance metrics in the critical zone. For example, the performance metrics can be based on dropped call rate (DCR), which has exceeded certain dropped call rate threshold over a certain observation window of time. An observation window is simply a specified time period such a number or days. The performance metric can also be calculated across specific time slots in different time frames. For example, Mondays to Fridays, Mondays only or Mondays to Fridays morning hours.
  • In step 306, if performance in the critical zone has degraded, then in step 309, the detection and interference reduction apparatus 101 returns to the best previous configuration of the transmitter 103 and the process ends. In step 306, if performance in the critical zone is not degraded, then in step 307, the average ratio of best server power to the interferer power (the average C/I ratio) measured by interfered mobile devices in the interfered cell sites is determined, where the best server power is the signal power of the best server and the interferer power is the signal power from the transmitter 103. In step 307, if it is determined that the average C/I ratio is improved, then in step 308 it is determined if further adjustments of the transmitter 103 and the antenna 105 are possible and if the improvement in the average C/I ratio has reached the desired level. If further adjustments of the transmitter 103 and the antenna 105 are possible and improvement in the average C/I ratio has not reached the desired level, then further adjustments are made to the transmitter parameters and the antenna parameters as in step 304. As noted above, adjustments are made by altering parameters such as antenna tilt and transmit power of the transmitter 103. However, in step 308, if it is determined that no further adjustments of the transmitter 103 and antenna 105 are possible or the improvement in the average C/I ratio has already reached the desired level, then the detection and interference reduction apparatus 101 returns to the best previous configuration of the transmitter 103 and the process ends. Similarly, in step 307, if it is determined that interference in the cell site is increased as a result of the initial adjustments to the transmitter 103, then the detection and interference reduction apparatus 101 returns to the best previous configuration of the transmitter 103 and the process ends.
  • As noted above, optimization of the wireless network 100 is performed by utilizing certain metrics considered during monitoring the performance of the wireless network (e.g., in steps 305-309) after making adjustments to a transmitter 103 and an antenna 105 (e.g., in step 304)
  • Exemplary metrics considered are as follows:
  • Change in the average best server power to the interferer power ratio (C/I)
  • Critical Zone average Successful Call Rate (SCR)
  • Critical Zone average traffic increase for all hours.
  • The change in the average C/I perceived by the mobiles in the interfered cells is calculated as follows:

  • C/I_Change=Avg I/C_Initial−Avg I/C
  • where
  • Avg_I/C=the mean of best server power to the interferer power ratio measured by the mobile devices in the interfered cells during the last n days (converted to dB)
  • Avg_I/C_Initial=the mean of best server power to the interferer power ratio measured by the mobile devices in the interfered cells during the initial n days (converted to dB).
  • The average SCR is calculated for the sum of all the services including voice, data and HSDPA calls as follows:
  • SCR = Number of successful calls in the zone for the last n days Number of total seizures in the zone for the last n days
  • The average increase in the traffic of the critical zone over all hours is calculated as follows:
  • TrafficIncAllHours = Traffic_TotWin - Traffic_IniTotWin Traffic_IniTotWin
  • where,
    Traffic_TotWin=Total zone traffic for the last observation window for all hours; and
    Traffic_IniTotWin=Total zone traffic for the initial window for all hours.
  • As noted above, the interference reduction method described above with reference, in particular, to FIG. 3 will terminate in the following situations:
  • The average C/I ratio in the interfered cell sites decreases
  • Significant performance degradation is observed in the critical zone
  • The desired improvement in the average C/I ratio is obtained
  • Further downtilting of the problem antenna is not possible.
  • Optimization of the wireless network 100 is achieved by detecting and reducing interference from problem transmitters 103 and continually searching for better performance even if the performance is only slightly degraded. As a result, the best performance may occur anytime during the interference reduction process (e.g., in FIGS. 2 and 3). Performance values are recorded in the network database 110 after each modification to transmitter parameters. Additionally, modifications are made to the transmitter parameters to yield the best performance, even if the best performance is a previous operating condition of the wireless network 100.
  • FIG. 4 is a more detailed description of the detection and interference reduction apparatus 101 for performing the method of detecting and reducing interference in a selected cell site as described with reference to FIGS. 2 and 3. In FIG. 4, the detection and interference reduction apparatus 101 includes a memory 401, a processor 402, user interface 403, application programs 404, communication interface 405, and bus 406.
  • The memory 401 can be computer-readable storage medium used to store executable instructions, or computer program thereon. The memory 401 may include a read-only memory (ROM), random access memory (RAM), programmable read-only memory (PROM), erasable programmable read-only memory (EPROM), a smart card, a subscriber identity module (SIM), or any other medium from which a computing device can read executable instructions or a computer program. The term “computer program” is intended to encompass an executable program that exists permanently or temporarily on any computer-readable storage medium as described above.
  • The computer program is also intended to include an algorithm that includes executable instructions stored in the memory 401 that are executable by one or more processors 402, which may be facilitated by one or more of the application programs 404. The application programs 404 may also include, but are not limited to, an operating system or any special computer program that manages the relationship between application software and any suitable variety of hardware that helps to make-up a computer system or computing environment of the detection and interference reduction apparatus 101. Additionally, the application programs 404 also include one or more interferer detection and interference reduction algorithms for performing the detecting and interference reduction method described with reference to FIGS. 2 and 3. The one or more interferer detection and interference reduction algorithms for performing the detecting and interference reduction method described with reference to FIGS. 2 and 3 can also be stored in memory 401. General communication between the components in the detection and interference reduction apparatus 101 is provided via the bus 406
  • The user interface 403 allows for interaction between a user and the detection and interference reduction apparatus 101. The user interface 403 may include a keypad, a keyboard, microphone, and/or speakers. The communication interface 405 provides for two-way data communications from the detection and interference reduction apparatus 101. By way of example, the communication interface 405 may be a digital subscriber line (DSL) card or modem, an integrated services digital network (ISDN) card, a cable modem, or a telephone modem to provide a data communication connection to a corresponding type of telephone line. As another example, communication interface 405 may be a local area network (LAN) card (e.g., for Ethernet™ or an Asynchronous Transfer Model (ATM) network) to provide a data communication connection to a compatible LAN.
  • Further, the communication interface 405 may also include peripheral interface devices, such as a Universal Serial Bus (USB) interface, a Personal Computer Memory Card International Association (PCMCIA) interface, and the like. The communication interface 405 also allows the exchange of information across one or more wireless communication networks. Such networks may include cellular or short-range, such as IEEE 802.11 wireless local area networks (WLANS). And, the exchange of information may involve the transmission of radio frequency (RF) signals through an antenna (not shown).
  • From the description provided herein, those skilled in the art are readily able to combine software created as described with the appropriate general purpose or special purpose computer hardware for carrying out the features of the invention.
  • Additionally, it should be understood that various changes and modifications to the presently preferred embodiments described herein will be apparent to those skilled in the art. Such changes and modifications can be made without departing from the spirit and scope of the present subject matter and without diminishing its intended advantages. It is therefore intended that such changes and modifications be covered by the appended claim.

Claims (22)

1. A method for reducing interference in interfered cell sites of a wireless communications network, a cell site being a region in which wireless communications are provided to mobile devices, and the interfered cell sites being cell sites where mobile devices are subject to interference signals from at least one interfering transmitter, the method comprising:
selecting a transmitter from a list of interfering transmitters in need of adjustment and corresponding antennas;
determining a critical zone with respect to the selected transmitter;
altering parameters of the selected transmitter and a corresponding antenna; and
monitoring performance of the wireless communications network in the critical zone and interference by signals being transmitted to any interfered cell sites from the selected transmitter,
wherein the altering of the parameters of the selected transmitter and the corresponding antenna is performed continuously until a desired interference reduction is achieved in the interfered cell sites of the wireless communications network.
2. The method of claim 1, wherein the list of interfering transmitters includes the transmitters in need of adjustment and the corresponding antennas in association with ranked signal code measurements for sources included in a list of interfering sources.
3. The method of claim 1, wherein the monitoring of the performance in the critical zone and the monitoring of the interference by signals being transmitted to the interfered cell sites from the selected transmitter are performed during a critical time period.
4. The method of claim 1, further comprising:
returning to best previous transmitter parameters when it is determined that performance in the critical zone has degraded or based on an amount of interference detected by an interfering transmitter in the interfered cell sites.
5. The method of claim 1, wherein the list of interfering transmitters includes transmitters that have a highest interference power as measured by the mobile devices, transmitters that cause interference in a highest number of mobile devices, transmitters that cause interference in a highest number of cells, or transmitters with a highest weight metric assigned.
6. The method of claim 1, wherein the parameters altered by the altering of the parameters include antenna tilt and transmit power of the selected transmitter.
7. The method of claim 1, wherein performance in the critical zone is based on key performance indicators (KPIs).
8. The method of claim 7, wherein in the KPIs include change in interference power, successful call rate or call traffic increases during a critical time period.
9. The method of claim 1, further comprising:
determining whether to alter a parameter of the selected transmitter based on a change in the average ratio of best server power to interferer power (C/I).
10. The method of claim 1, wherein the altering of the parameters for the selected transmitter is performed for all transmitters on the list of interfering transmitters until a desired interference reduction is achieved in the interfered cell sites of the wireless network.
11. At least one program recorded on a non-transitory computer-readable storage medium for reducing interference in interfered cell sites of a wireless communications network, a cell site being a region in which wireless communications are provided to mobile devices, and the interfered cell sites being cell sites where mobile devices are subject to interference signals from at least one interfering transmitter, the at least one program causing a computer to perform steps comprising:
selecting a transmitter from a list of interfering transmitters in need of adjustment and corresponding antennas;
determining a critical zone with respect to the selected transmitter;
altering parameters of the selected transmitter and a corresponding antenna; and
monitoring performance of the wireless network in the critical zone and interference by signals being transmitted to any interfered cell sites from the selected transmitter,
wherein the altering of the parameters of the selected transmitter and the corresponding antenna is performed continuously until a desired interference reduction is achieved in the interfered cell sites of the wireless communications network.
12. The at least one program of claim 11, wherein the list of interfering transmitters includes the transmitters in need of adjustment and the corresponding antennas in association with ranked signal code measurements for sources included in a list of interfering sources.
13. The at least one program of claim 11, wherein the monitoring of the performance in the critical zone and the monitoring of the interference by signals being transmitted to the interfered cell sites from the selected transmitter are performed during a critical time period.
14. The at least one program of claim 11, further comprising:
returning to best previous transmitter parameters when it is determined that performance in the critical zone has degraded or based on an amount of interference in the interfered cell sites.
15. The at least one program of claim 11, wherein the list of interfering transmitters includes transmitters that have a highest interference power as measured by the mobile devices, transmitters that cause interference in a highest number of mobile devices, transmitters that cause interference in a highest number of cells, or transmitters with a highest weight metric assigned.
16. The at least one program of claim 11, wherein the parameters altered by the altering of the parameters include antenna tilt and transmit power corresponding to the selected transmitter.
17. The at least one program of claim 11, wherein performance in the critical zone is based on key performance indicators (KPIs).
18. The at least one program of claim 17, wherein the KPIs include change in interference power, successful call rate or call traffic increases during a critical time period.
19. The at least one program of claim 11, further comprising:
determining whether to alter a parameter of the selected transmitter based on a change in the average ratio of best server power to interferer power (C/I).
20. The at least one program of claim 11, wherein the altering of the parameters for the selected transmitter is performed for all transmitters on the list of interfering transmitters until a desired interference reduction is achieved in the interfered cell sites of the wireless network.
21. An antenna adjustment apparatus for making adjustments to at least one antenna transmitting signals to interfered cell sites of a wireless communications network, a cell site being a region in which wireless communications are provided to mobile devices, and the interfered cell sites being cell sites where mobile devices are subject to interference signals from at least one interfering transmitter, the apparatus comprising:
at least one processor; and
a memory, the memory storing at least one interference reduction program for reducing interference in interfered cell sites of a wireless network, wherein at least one transmitter and antenna performs data communication with mobile devices distributed in any of the interfered cell sites, the at least one interference reduction program causing the antenna adjustment apparatus to perform steps comprising:
selecting a transmitter from a list of interfering transmitters in need of adjustment and corresponding antennas;
determining a critical zone with respect to the selected transmitter;
altering parameters of the selected transmitter and a corresponding antenna; and
monitoring performance of the wireless network in the critical zone and interference by signals being transmitted to any of the interfered cell sites from the selected transmitter,
wherein the altering of the parameters of the selected transmitter and the corresponding antenna is performed continuously until a desired interference reduction is achieved in the interfered cell sites of the wireless communications network.
22. The apparatus of claim 21, wherein the list of interfering transmitters includes the transmitters in need of adjustment and the corresponding antennas in association with ranked signal code measurements for sources included in a list of interfering sources.
US13/118,823 2011-05-18 2011-05-31 Interference reduction for a wireless communications network Abandoned US20120295605A1 (en)

Priority Applications (4)

Application Number Priority Date Filing Date Title
US13/118,823 US20120295605A1 (en) 2011-05-18 2011-05-31 Interference reduction for a wireless communications network
EP12786224.1A EP2710739B1 (en) 2011-05-18 2012-05-18 Interferer detection and interference reduction for a wireless communications network
PCT/US2012/038544 WO2012159015A2 (en) 2011-05-18 2012-05-18 Interferer detection and interference reduction for a wireless communications network
IL229478A IL229478A (en) 2011-05-18 2013-11-17 Interferer detection and interference reduction for a wireless communications network

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US13/110,205 US8489031B2 (en) 2011-05-18 2011-05-18 Interferer detection and interference reduction for a wireless communications network
US13/118,823 US20120295605A1 (en) 2011-05-18 2011-05-31 Interference reduction for a wireless communications network

Related Parent Applications (1)

Application Number Title Priority Date Filing Date
US13/110,205 Continuation US8489031B2 (en) 2011-05-18 2011-05-18 Interferer detection and interference reduction for a wireless communications network

Publications (1)

Publication Number Publication Date
US20120295605A1 true US20120295605A1 (en) 2012-11-22

Family

ID=46513107

Family Applications (3)

Application Number Title Priority Date Filing Date
US13/110,205 Active 2031-07-08 US8489031B2 (en) 2011-05-18 2011-05-18 Interferer detection and interference reduction for a wireless communications network
US13/118,823 Abandoned US20120295605A1 (en) 2011-05-18 2011-05-31 Interference reduction for a wireless communications network
US13/118,771 Active US8229363B1 (en) 2011-05-18 2011-05-31 Interferer detection for a wireless communications network

Family Applications Before (1)

Application Number Title Priority Date Filing Date
US13/110,205 Active 2031-07-08 US8489031B2 (en) 2011-05-18 2011-05-18 Interferer detection and interference reduction for a wireless communications network

Family Applications After (1)

Application Number Title Priority Date Filing Date
US13/118,771 Active US8229363B1 (en) 2011-05-18 2011-05-31 Interferer detection for a wireless communications network

Country Status (4)

Country Link
US (3) US8489031B2 (en)
EP (1) EP2710739B1 (en)
IL (1) IL229478A (en)
WO (1) WO2012159015A2 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9438283B2 (en) * 2014-05-23 2016-09-06 Intel Corporation Baseband time domain cancellation of data bus interference

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9167460B2 (en) 2013-06-28 2015-10-20 Rogers Communications Inc. Detection of cable network interference on wireless network
EP3089510A4 (en) 2013-12-27 2017-08-30 Telefonica S.A. Method and system for automatically discharging traffic in a wireless telecommunications network with son and andsf capacities
US20160014619A1 (en) * 2014-07-09 2016-01-14 Qualcomm Incorporated Multiple cell joint detection and interference cancellation
CN114697969A (en) * 2020-12-25 2022-07-01 北京神州泰岳软件股份有限公司 Interference source positioning method and device

Family Cites Families (44)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5796722A (en) 1996-05-17 1998-08-18 Motorola, Inc. Method and apparatus for dynamic load balancing using handoff
JP3031306B2 (en) * 1997-07-31 2000-04-10 日本電気株式会社 Mobile radio equipment
US6141565A (en) 1997-11-13 2000-10-31 Metawave Communications Corporation Dynamic mobile parameter optimization
US6807405B1 (en) * 1999-04-28 2004-10-19 Isco International, Inc. Method and a device for maintaining the performance quality of a code-division multiple access system in the presence of narrow band interference
US7243054B2 (en) 1999-07-14 2007-07-10 Wireless Valley Communications, Inc. Method and system for displaying network performance, cost, maintenance, and infrastructure wiring diagram
US6574477B1 (en) 1999-10-06 2003-06-03 Lucent Technologies Inc. Dynamic load balancing during message processing in a wireless communication service network
US20030040277A1 (en) * 2000-07-18 2003-02-27 Deats Bradley W. Apparatus and method for measuring and identifying sources of communications interference
US6400335B1 (en) 2000-08-09 2002-06-04 Lucent Technologies Inc. Dynamic load sharing system and method using a cylindrical antenna array
US7016685B1 (en) 2000-08-24 2006-03-21 Santera Systems, Inc. System and methods of dynamic load balancing across processor nodes
US6937863B1 (en) 2001-08-15 2005-08-30 Kathrein-Werke Kg System and method for dynamically adjusting cell sectorization
US6829491B1 (en) 2001-08-15 2004-12-07 Kathrein-Werke Kg Dynamic and self-optimizing smart network
ATE429137T1 (en) * 2002-01-25 2009-05-15 Ericsson Telefon Ab L M METHOD FOR FAULT SOURCE IDENTIFICATION
US20030191856A1 (en) 2002-04-08 2003-10-09 Paul Lewis Wireless networking with dynamic load sharing and balancing
US7590386B2 (en) * 2002-04-18 2009-09-15 Interdigital Technology Corporation Method for control of contention-based wireless access
WO2004042948A1 (en) * 2002-10-31 2004-05-21 Tensorcomm, Incorporated Systems and methods for reducing interference in cdma systems
DE10315629A1 (en) * 2003-04-04 2004-10-14 T-Mobile Deutschland Gmbh Method for analyzing the interference and supply situation in UMTS subnetworks
US7953372B2 (en) 2003-04-07 2011-05-31 Yoram Ofek Directional antenna sectoring system and methodology
US7162250B2 (en) 2003-05-16 2007-01-09 International Business Machines Corporation Method and apparatus for load sharing in wireless access networks based on dynamic transmission power adjustment of access points
CN100525528C (en) * 2003-08-05 2009-08-05 大唐移动通信设备有限公司 Quadrature code CDMA signal detecting method
US20050111408A1 (en) * 2003-11-25 2005-05-26 Telefonaktiebolaget Lm Ericsson (Publ) Selective interference cancellation
US7310526B2 (en) 2004-02-06 2007-12-18 Nec Laboratories America, Inc. Load-aware handoff and site selection scheme
FR2869746B1 (en) 2004-04-29 2006-07-28 Alcatel Sa MULTI-CRITERIA LOAD DISTRIBUTION DEVICE FOR PERIPHERAL EQUIPMENT OF A LABEL-SWITCHING COMMITATION NETWORK
US7536205B2 (en) 2004-06-15 2009-05-19 Samsung Electronics Co., Ltd. Apparatus and method for downlink spatial division multiple access scheduling in a wireless network
US7697474B2 (en) 2005-01-12 2010-04-13 Nec Corporation User throughput geographical distribution estimating system and user throughput geographical distribution estimating method
US8942639B2 (en) * 2005-03-15 2015-01-27 Qualcomm Incorporated Interference control in a wireless communication system
US7623455B2 (en) 2005-04-02 2009-11-24 Cisco Technology, Inc. Method and apparatus for dynamic load balancing over a network link bundle
US7535839B2 (en) 2005-06-30 2009-05-19 Alcatel-Lucent Usa Inc. Method and apparatus for quality-of-service based admission control using prediction of scheduling gain
US8023955B2 (en) * 2005-08-22 2011-09-20 Sony Corporation Uplink resource allocation to control intercell interference in a wireless communication system
RU2008120686A (en) 2005-10-24 2009-12-10 Сикер Уайрлесс Пти Лимитед (Au) DETECTION WITH OPERATIONAL SUPPORT OF MOBILE COMMUNICATIONS
US20070218862A1 (en) 2006-03-14 2007-09-20 Tatman Lance A System and method for making measurements in customer devices across different service provider networks
KR100959336B1 (en) * 2006-06-23 2010-05-20 삼성전자주식회사 Apparatus and method for avoiding interference of neighbor-cell in broadband wireless communication terminal
US8045996B2 (en) * 2006-07-31 2011-10-25 Qualcomm Incorporated Determination of cell RF parameters based on measurements by user equipments
US20080039089A1 (en) 2006-08-11 2008-02-14 Berkman William H System and Method for Providing Dynamically Configurable Wireless Communication Network
KR100951382B1 (en) * 2006-09-07 2010-04-08 삼성전자주식회사 Method and apparatus for removing interference of up link receive signal in time division duplex
US20080225714A1 (en) 2007-03-12 2008-09-18 Telefonaktiebolaget Lm Ericsson (Publ) Dynamic load balancing
US7941136B2 (en) 2007-09-14 2011-05-10 Actix Limited Mobile phone network optimisation systems
US7856243B2 (en) * 2007-12-05 2010-12-21 Telefonaktiebolaget Lm Ericsson Power control for a radio transceiver that uses interference cancellation
US20090163223A1 (en) 2007-12-21 2009-06-25 Elektrobit Wireless Communications Ltd. Load balancing in mobile environment
US8897269B2 (en) * 2008-01-30 2014-11-25 Qualcomm Incorporated Method and apparatus for mitigating pilot pollution in a wireless network
US9246541B2 (en) * 2008-02-01 2016-01-26 Qualcomm Incorporated UTRAN enhancements for the support of inter-cell interference cancellation
WO2010039908A1 (en) * 2008-09-30 2010-04-08 Spridercloud Wireless Methods and apparatus for generating, reporting and/or using interference cancellation information
US8867999B2 (en) 2009-01-26 2014-10-21 Qualcomm Incorporated Downlink interference cancellation methods
US8385832B2 (en) * 2009-03-13 2013-02-26 Telefonaktiebolaget Lm Ericsson (Publ) Inter-cell interference control in an uplink multi-carrier radio communications system
US8611277B2 (en) 2009-06-22 2013-12-17 Motorola Mobility Llc Reselection in a wireless communication system

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9438283B2 (en) * 2014-05-23 2016-09-06 Intel Corporation Baseband time domain cancellation of data bus interference

Also Published As

Publication number Publication date
EP2710739A2 (en) 2014-03-26
US8229363B1 (en) 2012-07-24
EP2710739B1 (en) 2018-12-19
IL229478A (en) 2016-09-29
IL229478A0 (en) 2014-01-30
US20120295608A1 (en) 2012-11-22
WO2012159015A2 (en) 2012-11-22
US8489031B2 (en) 2013-07-16
WO2012159015A3 (en) 2013-03-07
EP2710739A4 (en) 2015-11-11

Similar Documents

Publication Publication Date Title
US9826420B2 (en) Self-optimizing wireless network
US9826416B2 (en) Self-optimizing wireless network
US8498207B2 (en) Dynamic load balancing
US9986574B2 (en) Channel selection metrics in shared spectrum
EP2421295B1 (en) Downlink inter-cell interference coordination method and base station
US10588032B2 (en) Power adjustments for self-organizing networks
US8489031B2 (en) Interferer detection and interference reduction for a wireless communications network
US20210410142A1 (en) Communication Method and Device
US20040185864A1 (en) Channel rate and physical channel selection in wireless communications networks
US9398547B2 (en) Method and arrangement for power sharing in a base station
EP3360360B1 (en) System and method for load rebalancing
Salami et al. Nonpool based spectrum sharing for two UMTS operators in the UMTS extension band
Bublin et al. A cost-function-based dynamic channel allocation and its limits
Piunti et al. Performance evaluation of an energy efficient rrm strategy in heterogeneous cellular networks
US20230035896A1 (en) Wireless communication system, base station control device, communication control method, and communication control program
US20240008068A1 (en) 5g/6g carrier aggregation efficiency
Flattie LTE Cell Load Analysis Using Live Network Data.
Manosha et al. Energy efficiency improvement in multi-cell networks with binary power control
Salami et al. On the performance evaluation of spectrum sharing algorithms between two UMTS operators
Fridman et al. Observations on sum user rate for cellular downlink

Legal Events

Date Code Title Description
AS Assignment

Owner name: REVERB NETWORKS, INC., VIRGINIA

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:SAHIN, MUSTAFA EMIN;TARRAF, OSAMA;REEL/FRAME:026771/0904

Effective date: 20110811

STCB Information on status: application discontinuation

Free format text: ABANDONED -- FAILURE TO RESPOND TO AN OFFICE ACTION

AS Assignment

Owner name: VIAVI SOLUTIONS INC., CALIFORNIA

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:REVERB NETWORKS, INC.;REEL/FRAME:037255/0412

Effective date: 20151206