CA2646967A1 - Ofdma based on cognitive radio - Google Patents

Ofdma based on cognitive radio Download PDF

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Publication number
CA2646967A1
CA2646967A1 CA002646967A CA2646967A CA2646967A1 CA 2646967 A1 CA2646967 A1 CA 2646967A1 CA 002646967 A CA002646967 A CA 002646967A CA 2646967 A CA2646967 A CA 2646967A CA 2646967 A1 CA2646967 A1 CA 2646967A1
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subchannels
ofdm
computer
transmitter
subchannel
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French (fr)
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CA2646967C (en
Inventor
Amer A. Hassan
Christian Huitema
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Microsoft Technology Licensing LLC
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L5/00Arrangements affording multiple use of the transmission path
    • H04L5/0001Arrangements for dividing the transmission path
    • H04L5/0003Two-dimensional division
    • H04L5/0005Time-frequency
    • H04L5/0007Time-frequency the frequencies being orthogonal, e.g. OFDM(A), DMT
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04HBROADCAST COMMUNICATION
    • H04H60/00Arrangements for broadcast applications with a direct linking to broadcast information or broadcast space-time; Broadcast-related systems
    • H04H60/35Arrangements for identifying or recognising characteristics with a direct linkage to broadcast information or to broadcast space-time, e.g. for identifying broadcast stations or for identifying users
    • H04H60/49Arrangements for identifying or recognising characteristics with a direct linkage to broadcast information or to broadcast space-time, e.g. for identifying broadcast stations or for identifying users for identifying locations
    • H04H60/52Arrangements for identifying or recognising characteristics with a direct linkage to broadcast information or to broadcast space-time, e.g. for identifying broadcast stations or for identifying users for identifying locations of users
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • H04L1/0001Systems modifying transmission characteristics according to link quality, e.g. power backoff
    • H04L1/0002Systems modifying transmission characteristics according to link quality, e.g. power backoff by adapting the transmission rate
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L5/00Arrangements affording multiple use of the transmission path
    • H04L5/003Arrangements for allocating sub-channels of the transmission path
    • H04L5/0037Inter-user or inter-terminal allocation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L5/00Arrangements affording multiple use of the transmission path
    • H04L5/003Arrangements for allocating sub-channels of the transmission path
    • H04L5/0058Allocation criteria
    • H04L5/006Quality of the received signal, e.g. BER, SNR, water filling
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L5/00Arrangements affording multiple use of the transmission path
    • H04L5/003Arrangements for allocating sub-channels of the transmission path
    • H04L5/0058Allocation criteria
    • H04L5/0064Rate requirement of the data, e.g. scalable bandwidth, data priority
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L27/00Modulated-carrier systems
    • H04L27/26Systems using multi-frequency codes

Abstract

A multiuser scheme allowing for a number of users, sets of user, or carriers to share one or more channels is provided. In the invention, the available channel bandwidth is subdivided into a number of equal-bandwidth subchannels according to standard OFDM practice. The transmitter is informed by an application that it needs to transmit data a particular rate. The transmitter determines the minimum number of subchannels and maximum energy (or noise) threshold for each subchannel necessary to achieve that data rate and selects a set of subchannels matching those requirements. The subchannels need not be contiguous in the spectrum or belong to the same channel. Once the transmitter has selected the required number of subchannels, it begins transmitting simultaneously on those subchannels across the entire bandwidth used by those subchannels.

Description

OFDMA BASED ON COGNITIVE RADIO

BACKGROUND OF INVENTION
1. Field of Invention The invention relates generally to wireless communication and more particularly to a system for efficiently sharing OFDM subchannels.
2. Discussion of Related Art Frequency Division Multiplexing (FDM) is a well known process by which naultiple signals are modulated on different frequency carrier waves. FDM has been used for decades in radio and television broadcast. Radio and television signals are sent and received on different frequencies, each corresponding to a different "channel."
Orthogonal Frequency Division Multiplexing (OFDM) has also been known in the art at least since the late 1960's. In OFDM, a single transmitter transmits on many different orthogonal frequencies simultaneously. Orthogonal frequencies are frequencies that are independent with respect to the relative phase relationship between the frequencies. In OFDM, the available bandwidth is subdivided into a number of equal-bandwidth "subchannels." OFDM is advantageous for wireless communication because it reduces interference or crosstalk between signal transmissions, ultimately permitting data transmission at higher throughput with fewer errors. OFDM is also known as Discrete Multitone Modulation (DMT). OFDM is employed in many standards used today for wireless communication. For example, both the IEEE 802.11 a wireless LAN
standard and the 802.11 g wireless LAN standard rely on an implementation of OFDM
for signal transmission. One early reference describing OFDM is R.W. Chang, Synthesis of band-limited orthogonal signals for multi-channel data transmission, Bell System Technical Journal (46), 1775-1796 (1966).
OFDM thus functions by breaking one high speed data stream into a number of lower-speed data streams, which are then transmitted in parallel (i.e., simultaneously).
Each lower speed stream is used to modulate a subcarrier. This creates a "multi-carrier"
transmission by dividing a wide frequency band (or channel) into a number of narrower frequency bands (or subchannels), each modulated with a signal stream. By sending multiple signal streams simultaneously, each at a lower rate, interference such as multipath or Raleigh fading can be attenuated or eliminated without decreasing the overall rate of transmission.

Orthogonal Frequency Division Multiple Access (OFDMA) is an improvement on OFDM. In OFDMA, different sets of subehannels are assigned to different users.
OFDMA is employed today in the DVB-RCT specifications for terrestrial interactive TV
networks and in the IEEE 802.16a specifications for broadband wireless access networks. OFDMA was described in H. Sari and G. Karam, "Orthogonal Frequency-Division Multiple Access and its Application to CATV Networks," European Transactions on Telecommunications & Related Technologies (ETT), Vol. 9, No.
6, pp.
507-516, November-December 1998. OFDMA is also known as Multi-user OFDM.
Cognitive radio is a system used for wireless communication in which transmitters and receivers can alter communications parameters based on a variety of factors. A nonexclusive list of these factors includes the nature of the communication being transmitted, the availability of licensed or unlicensed frequencies, user behavior, network state, noise or other interference at particular frequencies, and detection of other users of bandwidth. Cognitive radio is discussed generally in J. Mitola, III
and G.Q.
Maguire, Jr., "Cognitive Radio: Making Software Radios More Personal," IEEE
Personal Communications, 6(4):13-18, August 1999.

SUMMARY
This Summary provides an illustrative context for aspects of the invention, in a simplified form. It is not intended to be used to determine the scope of the claimed subject matter. Aspects of the invention are described more fully below in the Detailed Description.
In the claimed invention, aspects of OFDMA and cognitive radio are combined in a novel way to create a system for more efficiently using OFDM subchannels for wireless communication.
Described herein are systems and methods for the implementation of a multiuser scheme allowing for a number of users, sets of user, or carriers to share one or more channels. In the invention, the available channel bandwidth is subdivided into a number of equal-bandwidth subchannels according to standard OFDM practice. The transmitter is informed by an application that it needs to transmit data a particular rate. The transmitter determines the minimum number of subchannels and maximum energy (or noise) threshold for each subchannel necessary to achieve that data rate and selects a set of subchannels matching those requirements. The subehannels need not be contiguous in the spectrum or belong to the same channel. Once the transmitter has selected the required number of subchannels, it begins transmitting simultaneously on those subchannels across the entire bandwidth used by those subchannels.
In one embodiment of the inveintion, the transmitter uses an Inverse Fourier Transform algorithm to convert signals received in the frequency domain from the application to the time domain for wireless transmission. Preferably, the Fast Fourier Transform algorithm is used. The Inverse Fourier Transform is performed across the entire bandwidth used by the selected subchannels.
Various methods are provided for the receiver to determine which subehannels are in use. In one embodiment, the receiver uses a conventional Fourier transform algorithm, preferably the Fast Fourier Transform to recover the data. The Fast Fourier Transform is similarly performed over the entire bandwidth used by the selected subchannels.
BRIEF DESCRIPTION OF DRAWINGS
The accompanying drawings are not intended to be drawn to scale. In the drawings, each identical or nearly identical component that is illustrated in various figures is represented by a like numeral. For purposes of clarity, not every component may be labeled in every drawing. In the drawings:
FIG. 1 is a spectrum diagram showing the subdivision of the channel bandwidth to be used into several subehannels of equal width.
FIG. 2 is a block diagram of a multi-carrier OFDM digital communication system.
FIG. 3 is a flow diagram illustrating one embodiment of the invention.
FIG. 4 is a diagram of a system that implements some aspects of the invention.
DETAILED DESCRIPTION
This invention relates to a novel use of cognitive radio principles in OFDMA
transmission. According to the claimed invention, the system selects only those OFDM
subchannels that have a low level of noise. The system then transmits data on the selected subchannels, using an Inverse Fourier Transform algorithm across the entire spectrum occupied by the selected subchannels. Thus, several users or sets of users can share the same bandwidth efficiently. The invention may be implemented in hardware or software, or some combination thereof. Embodiments include a system, a method, and instructions stored in a computer-readable medium.
Computer readable media can be any available media that can be accessed by a computer. By way of example, and not limitation, computer readable media may comprise computer storage media and communication media. Computer storage media includes volatile and nonvolatile, reznovable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data. Computer storage media includes, but is not limited to, RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, digital versatile disks (DVD) or other optical storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, other types of volatile and non-volatile memory, any other medium which can be used to store the desired information and which can accessed by a computer, and any suitable combination of the foregoing..
The computer-readable media may be transportable such that the instructions stored thereon can be loaded onto any suitable computer system resource to implement the aspects of the present invention discussed herein. In addition, it should be appreciated that the instructions stored on the computer-readable medium, described above, are not limited to instructions embodied as part of an application program running on a host computer. Rather, the instructions may be embodied as any type of computer code (e.g., software or microcode) that can be employed to program a processor to implement the aspects of the present invention discussed below.
This invention is not limited in its application to the details of construction and the arrangement of components set forth in the following description or illustrated in the drawings. The invention is capable of other embodiments and of being practiced or of being carried out in various ways. Also, the phraseology and terminology used herein is for the purpose of description and should not be regarded as limiting. The use of "including," "comprising," or "having," "containing," "involving," and variations thereof herein, is meant to encompass the items listed thereafter and equivalents thereof as well as additional items.
As shown in FIG. 1, in OFDM, the available channel bandwidth YV is subdivided into a number of equal-bandwidth subchannels. Each subchannel is sufficiently narrow so that the frequency response characteristics of the subchannel are nearly ideal. The number of subehannels is the total available bandwidth divided by the bandwidth of each subchannel. The number of subchannels K can thus be expressed as:

K. - W
Af Each subchannel k has an associated carrier wave. This carrier wave can be expressed as:
xk (t) = sin 2;zfkt Where xk(t) is the carrier wave for subchannel k as a function of time t. fk is the mid-frequency of subchannel k, and k ranges from 0 to K 1.
The symbol rate 1IT is set for each subchannel to be equal to the separation df of adjacent subcarriers. The subcarriers will thus be orthogonal over the symbol interval T, independent of the relative phase relationship between subcarriers. This relationship can be expressed as:
T
f sln(2~fkt+Ok ) sln(2acfjt+O, ) a't = 0 Where fk- fj = nfT, n = 1, 2, ..., independent of the values of the phases Ok and ~~.
In an OFDM system, the symbol rate on each subehannel can be reduced relative to the symbol rate on a single carrier system that employs the entire bandwidth Wand transmits data at the same rate as the OFDM system. Hence, the symbol interval T (the inverse of the symbol rate) in the OFDM system can be expressed as:

T=KTS
Where Ts is the symbol interval of a single-carrier system employing the entire bandwidth Wand transmitting data at the same rate as the OFDM system. For example, if the symbol rate across the entire bandwidth for one channel is 72 niillion symbols per second, and the channel is divided into 48 subchannels, each subchannel would only need to carry 1.5 million symbols per second to achieve the same total data rate. This' lower symbol rate reduces inter-symbol interference and thus mitigates the effects of multipath fading. Accordingly, OFDM provides for superior link quality and robustness of communication.
In an OFDM system, the transmitter receives input data in the frequency domain and converts it to a time domain signal. A carrier wave is modulated by the time domain signal for wireless transmission. The receiver receives the signal, demodulates the wave, and converts the signal back to the frequency domain for further processing.
A simplified OFDM system is illustrated in FIG. 2. In the illustrated embodiment, the input data stream 201 is provided by the application to the OFDM
transmitter 200. In a standard TCP/IP communications stack, this data would be received at the physical layer or data link layer; however, the invention is not limited to any particular source of data or mechanism for providing the data to the transmitter, and could be implemented in hardware or software, and at various layers of the network stack. The input data stream 201 is received by a serial-to-parallel buffer 202. The serial-to-parallel buffer 202 breaks the serial data stream up into several parallel data streams. The number of parallel data streams is equal to the number of subchannels selected for OFDM broadcast, or K as used above. The novel process of selecting channels for OFDM broadcast claimed in this patent is discussed below.
In one embodiment, the serial-to-parallel buffer 202 divides the information sequence received from input data 201 into frames of Bfbits. The Bfbits in each frame are parsed into K groups, where the ith group is assigned b; bits. This relationship may be expressed as:
x Ebi =Bf ;_1 Each of the parallel data streams generated by the serial-to-parallel buffer 202 is then sent to a multicarrier modulator 203. The multicarrier modulator 203 modulates each selected subcarrier with each of the parallel data streams. The multicarrier modulator 203 can be efficiently implemented by use of the Inverse Fast Fourier Transform algorithm to compute the time domain signal, although any algorithm may be used that converts a frequency domain signal to a time domain signal.
The multicarrier modulator 203 may use any modulation scheme to modulate each of the incoming data streams. In a preferred embodiment, the signals are modulated with quadrature amplitude modulation (QAM). Any QAM constellation may be used.
For example, the modulator may use 16-QAM, 64-QAM, 128-QAM or 256-QAM.
Amodulation scheme may be selected based on the required data rate, the available subchannels, the noise on each subchannel, or other factors.
In this example, the multicarrier modulator 203 thus generates K independent QAM subchannels, where the symbol rate for each subchannel is 1IT and the signal in each subchannel has a distinct QAM constellation. According to this example, the number of signal points for the ith su.bchannel can be expressed as:
M; = 2b, The complex-valued signal points corresponding to the information signals on each of the K subchannels can be represented as Xk, where k = 0, 1, ..., K- 1.
These symbols Xk represent the values of the Discrete Fourier Transform of a multicarrier OFDM signal x(t), where the modulation on each subcarrier is QAM. Since x(t) must be a real-valued signal, its N-point Discrete Fourier Transform Xk must satisfy the symmetry property. Therefore, the system creates N= 2K symbols from K information symbols by defining:

XN-K - XK, k =1,2,...,K-1 Xo = Re(Xo) X N = Im(XQ ) Here Xo is split into two parts, both of which are real. The new sequence of symbols can be expressed as Xk, where k = 0, 1, ..., N-1. The N-point Inverse Direct Fourier Transform for each subchannel xõ can thus be expressed as:

xõ = 1E Xk exp(j27znk / N) n = 0,1,..., N - 1 'V 1Y k=0 In this equation, ~ is a scale factor. The sequence xõ where 0<= n<=1V 1 thus corresponds to samples of the multicanrier OFDM signal x(t), consisting of K
subcarriers.
A cyclic prefix, which acts a guard interval, is added to each of the parallel modulated waves at 204. This guard interval insures that the subchannels will remain orthogonal, even if multipath fading causes the subcarriers to arrive at the receiver with some delay spread. The parallel streams with the cyclic prefix are then merged back into a single serial stream at 204. Finally, the digital data stream is converted to an analog signa1205, and output for wireless transmission.
The transmitted signal can be received by the receiver 210 and processed to recover the original data stream. First, the analog signal is converted back to a digital signal by an analog to digital converter 211. The cyclic prefix is removed and the separate subcarriers are converted back to separate streams at 212. Each parallel data stream is demodulated by a multicarrier demodulator 213, preferably with a Fast Fourier Transform algorithm. Finally, at 214 the parallel streams are reassembled into a single serial stream and output to the receiving device 215.
A key inventive aspect of this system that will be appreciated by one of ordinary skill in the art is the method for selecting the subchannels to be used. This method applies cognitive radio principles to OFDMA. One example of this method is illustrated in FIG. 3.
FIG. 3 depicts a flowchart illustrating a process that can be utilized by the transmitter to select subchannels to be used. This process could be implemented in hardware or software.
First, an application 301 requests a particular data rate for transmission.
This data rate would generally depend on the type of data to be transmitted, but for the purposes of this invention, any arbitrary data rate could be requested.
At 302, the transmitter calculates the minimum number of OFDM subchannels and maximum energy (or noise) threshold for each subchannel that would be necessary to achieve the requested data rate. -The transmitter then begins an iterative process of selecting subchannels to meet the required criteria. At 303, the transmitter tunes to one subchannel from within the spectral range available to it. At 304, the transmitter detects the energy level on that channel. At 305, the transmitter compares the detected energy level with the threshold for that subchannel. If the energy level exceeds the threshold, the subchannel is dropped 306. If it is below the threshold, the subchannel is kept 307.
The system then checks if it has identified a sufficient number of subchannels to meet the requirements at 308. If there are insufficient subehannels, the system checks if there are more subehannels available for testing at 309. If other subchannels are available, the system will return to 303 and test the next available subchannel. If there are no other subchannels available, then the system will signal to the application that the requested data rate is not possible at 311.
Once the system has identified a sufficient number of subchannels, it will then begin transmitting on those selected subchannels at 310. In a preferred embodiment, the Inverse Fourier Transform is performed across the entire bandwidth used by the selected subchannels.
For example, the IEEE 802.11a standard provides for wireless communications in the 5 GHz band of the spectrum. The available spectrum allowed for indoor use in the United States for the 802.11 a standard is approximately 5.180 GHz to 5.340 GHz, or 160 MHz wide. That 160 MHz of spectrum is divided up into eight non-overlapping channels, each.of which is 20 MHz wide. Each 20 MHz chan,nel may be divided up into 52 subchannels according to OFDM principles, where each subchannel is approximately 300 KHz wide. In this example there would thus be 416 narrowband subchannels that could be used for transmission. To achieve the required data rate, the transmitter could select 20 subchannels that do not exceed a certain threshold for noise or interference. If those subchannels are spread across the first three 20 MHz channels, the transmitter would perform an Inverse Fourier Transform algorithm on the signals across that entire 60 MHz bandwidth. Note that the invention is not limited to any part of the spectrum, any number of subchannels, or any standard for communication.
In an alternative embodiment of the invention, rather than checking the energy level on each subchannel individually as depicted in FIG. 3, the system could check several subchannels at once, or detect energy on all of the subchannels in the entire available spectrum at one time, and then discard the subchannels that exceed the energy threshold.
Various methods may be used by the receiver to determine the subchannels in use. In one embodiment, the receiver performs the same energy detection as the transmitter to identify the correct subchannels. In another embodiment, the receiver receives a signal on a known frequency from the transmitter indicating which subchannels have been selected for transmission. In either of these embodiments, the receiver could perform a conventional Fast Fourier Transform to recover the data. As with the transmitter, the receiver would perform the Fast Fourier Transform across the entire bandwidth used by all of the selected subchannels.
In another embodiment of the invention, if two or more transmitters interfere with each other on a given subchannel, each transmitter can associate a random timer with that subchannel. Each transmitter then waits for the end of the random timer on the subchannel before checking the energy level on the subchannel again. If the transmitter detects noise on the subchannel, it will drop the subchannel. If it detects that the subchannel is clear, it will keep the subchannel. Because each transmitter waits a different length of time before checking the energy level again, all but one of the transmitters will drop the subchannel. In this embodiment, two or more transmitters can select a different subset of the available subchannels.
FIG. 4 illustrates another embodiment of the invention. This figure shows a system 400 that that accepts a data rate from an application 401 and provides information to an OFDM transmitter 404 as to how it will transmit data. The system 400 comprises a subchannel determining module 402 and a noise detection module 403. The subchannel determining module 402 determines the total number of OFDM subchannels and the =
noise threshold for those subchannels that would be necessary to achieve the data rate requested by the application 401. The noise detection module 403 tests the noise level on each available OFDM subchannel, selecting a set of subchannels such that the total number of subchannels selected meet the requirements determined by the subchannel determining module 402. The identity of the selected subchannels is then provided by the system 400 to the transmitter 405, which can then begin transmitting over OFDM, using an Inverse Fourier Transform algorithm over the entire bandwidth occupied by the selected subchannels. In an alternative embodiment, a separate module selects the set of subchannels meeting the requirements determined by the subchannel determining module, relying on data provided by a noise detection module.
In yet another embodiment, the invention relates to a computer-readable medium having computer-executable instructions for performing steps. The steps include calculating the number of OFDM subchannels and noise threshold for each subchannel necessary to achieve a requested data rate and selecting those OFDM
subchannels for which the noise level is less than the noise threshold.
Having thus described several aspects of at least one embodiment of this invention, it is to be appreciated various alterations, modifications, and improvements will readily occur to those skilled in the art. Such alterations, modifications, and improvements are intended to be part of this disclosure, and are intended to be within the spirit and scope of the invention. Accordingly, the foregoing description and drawings are by way of example only.
What is claimed is:

Claims (20)

1. A method of wireless communication between two or more devices at a minimum data rate, the method comprising the acts of:
a) determining a minimum number of OFDM subchannels and energy threshold for each subchannel necessary to achieve the minimum data rate; and b) tuning a transmitter to a set of one or more subchannels; and c) performing energy detection on one or more subchannels from said set of subchannels; and d) dropping any subchannels from said set of subchannels whose energy level exceeds a threshold; and e) adding one or more subchannels to said set of subchannels for each subchannel that has been dropped; and f) repeating acts (c) through (e) until the minimum number of subchannels whose energy is below the threshold has been selected.
2. The method of Claim 1, wherein the arbitrary set of subchannels in act (b) comprises at least the minimum number of subchannels necessary to achieve the minimum data rate.
3. The method of Claim 1, wherein the energy detection in act (c) is performed on the entire set of subchannels selected in act (b).
4. The method of Claim 1, wherein the receiver determines the set of subchannels to be used by performing acts (a) through (f).
5. The method of Claim 1, wherein the transmitter sends a signal to the receiver indicating the set of subchannels it has selected.
6. The method of Claim 1, further comprising the act of beginning transmission on the selected subchannels.
7. The method of Claim 6, wherein the transmission is accomplished by means of an Inverse Fourier Transform algorithm.
8. The method of Claim 1, further comprising the act of transmitting to a receiver on a predetermined frequency the identity of the selected subchannels.
9. A wireless communication system for transmitting data a requested rate, including a plurality of communication devices, the system comprising:

a) a subchannel determining module to determine the number of OFDM
subcarriers and energy threshold for each OFDM subcarrier needed to transmit at the data rate; and b) a signal-to-noise level detection module to detect the signal-to-noise level on each available OFDM subcarrier and to select a set of subcarriers meeting the requirements determined by the subchannel determining module.
10. The system of Claim 9, wherein the transmitter tests each available OFDM
subcarrier sequentially.
11. The system of Claim 9, wherein the transmitter tests all available OFDM
subcarriers simultaneously.
12. The system of Claim 9, wherein the signal-to-noise level detection module is part of a transmitter.
13. The system of Claim 12, wherein the signal-to-noise level detection module relies on feedback from the receiver.
14. The system of Claim 12, wherein the transmitter sends a signal to the receiver indicating the list of subcarriers to be used.
15. A computer-readable medium having computer-readable signals stored thereon that define instructions that, as a result of being executed by a computer, instruct the computer to perform a method of wireless communication at a requested data rate, the method comprising:
a) calculating the number of OFDM subchannels and noise threshold for each subchannel necessary to achieve the requested data rate; and b) selecting those OFDM subchannels for which the noise level is less than said noise threshold.
16. The computer-readable medium of Claim 15, wherein the method further comprises transmitting data over the entire bandwidth used by the selected OFDM subchannels using an Inverse Fast Fourier Transform algorithm.
17. The computer-readable medium of Claim 15, wherein the method further comprises receiving data over the entire bandwidth used by the selected OFDM
subchannels using a Fast Fourier Transform algorithm.
18. The computer-readable medium of Claim 15, wherein the method further comprises transmitting to a receiver the identity of the selected subchannels.
19. The computer-readable medium of Claim 18, wherein the transmission of the identity of the selected subchannels occurs at a different frequency than that used for transmission of data.
20. The computer-readable medium of Claim 15, wherein the wireless communication transmits data modulated by quadrature amplitude modulation.
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Families Citing this family (42)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8189621B2 (en) 2006-05-12 2012-05-29 Microsoft Corporation Stack signaling to application with lack of requested bandwidth
US8144793B2 (en) 2006-12-12 2012-03-27 Microsoft Corporation Cognitive multi-user OFDMA
KR101303652B1 (en) * 2007-01-05 2013-09-04 인하대학교 산학협력단 Method and apparatus for managing a cooperative diversity system
US7929623B2 (en) 2007-03-30 2011-04-19 Microsoft Corporation FEC in cognitive multi-user OFDMA
US7970085B2 (en) 2007-05-08 2011-06-28 Microsoft Corporation OFDM transmission and reception for non-OFDMA signals
US8374130B2 (en) 2008-01-25 2013-02-12 Microsoft Corporation Orthogonal frequency division multiple access with carrier sense
KR101452387B1 (en) * 2008-02-18 2014-10-23 삼성전자주식회사 Method and apparatus for managing spectrum in cognitive radio system supporing multi-channel operation
US8340060B2 (en) * 2008-03-03 2012-12-25 Ntt Docomo, Inc. OFDMA-based co-channel femtocell
US8347162B2 (en) * 2008-05-07 2013-01-01 Nec Laboratories America, Inc. Cognitive radio, anti-jamming coding retransmission methods and systems
US8103217B2 (en) * 2008-06-11 2012-01-24 Samsung Electronics Co., Ltd. Apparatus and method for radio communication
US9485785B2 (en) 2008-07-14 2016-11-01 Samsung Electronics Co., Ltd. Apparatus and method for transmitting coexistence beacon protocol packet in cognitive radio based wireless communication system
US8422469B2 (en) 2008-08-29 2013-04-16 Ntt Docomo, Inc. Method for interference-minimizing resource block-size selection at a macrocell, a microcell and a femtocell
US8265020B2 (en) * 2008-11-12 2012-09-11 Microsoft Corporation Cognitive error control coding for channels with memory
US8081624B2 (en) * 2009-02-13 2011-12-20 The United States Of America As Represented By The United States Department Of Energy Communication devices for network-hopping communications and methods of network-hopping communications
US8619640B2 (en) * 2010-12-16 2013-12-31 Intel Corporation Dynamic bandwidth control in interference situations
CN102256360A (en) * 2011-07-14 2011-11-23 南京邮电大学 Knapsack problem-based resource allocation method in cognitive radio system
US9622041B2 (en) 2013-03-15 2017-04-11 DGS Global Systems, Inc. Systems, methods, and devices for electronic spectrum management
US10244504B2 (en) 2013-03-15 2019-03-26 DGS Global Systems, Inc. Systems, methods, and devices for geolocation with deployable large scale arrays
US10299149B2 (en) 2013-03-15 2019-05-21 DGS Global Systems, Inc. Systems, methods, and devices for electronic spectrum management
US10231206B2 (en) 2013-03-15 2019-03-12 DGS Global Systems, Inc. Systems, methods, and devices for electronic spectrum management for identifying signal-emitting devices
US8798548B1 (en) 2013-03-15 2014-08-05 DGS Global Systems, Inc. Systems, methods, and devices having databases for electronic spectrum management
US10271233B2 (en) 2013-03-15 2019-04-23 DGS Global Systems, Inc. Systems, methods, and devices for automatic signal detection with temporal feature extraction within a spectrum
US8750156B1 (en) 2013-03-15 2014-06-10 DGS Global Systems, Inc. Systems, methods, and devices for electronic spectrum management for identifying open space
US8787836B1 (en) 2013-03-15 2014-07-22 DGS Global Systems, Inc. Systems, methods, and devices having databases and automated reports for electronic spectrum management
US10237770B2 (en) 2013-03-15 2019-03-19 DGS Global Systems, Inc. Systems, methods, and devices having databases and automated reports for electronic spectrum management
US8805292B1 (en) 2013-03-15 2014-08-12 DGS Global Systems, Inc. Systems, methods, and devices for electronic spectrum management for identifying signal-emitting devices
US10257727B2 (en) 2013-03-15 2019-04-09 DGS Global Systems, Inc. Systems methods, and devices having databases and automated reports for electronic spectrum management
US11646918B2 (en) 2013-03-15 2023-05-09 Digital Global Systems, Inc. Systems, methods, and devices for electronic spectrum management for identifying open space
US10257729B2 (en) 2013-03-15 2019-04-09 DGS Global Systems, Inc. Systems, methods, and devices having databases for electronic spectrum management
US10257728B2 (en) 2013-03-15 2019-04-09 DGS Global Systems, Inc. Systems, methods, and devices for electronic spectrum management
US10122479B2 (en) 2017-01-23 2018-11-06 DGS Global Systems, Inc. Systems, methods, and devices for automatic signal detection with temporal feature extraction within a spectrum
US10219163B2 (en) 2013-03-15 2019-02-26 DGS Global Systems, Inc. Systems, methods, and devices for electronic spectrum management
RU2599930C1 (en) * 2015-05-22 2016-10-20 Общество с ограниченной ответственностью "РВ-СИСТЕМС" Method and device for recovery of transmitted information in orthogonal frequency-division multiplexing
EP3282598A1 (en) * 2016-08-12 2018-02-14 Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. Communication system and transmitter
EP3282597A1 (en) * 2016-08-12 2018-02-14 Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. Communication system and transmitter
US10459020B2 (en) 2017-01-23 2019-10-29 DGS Global Systems, Inc. Systems, methods, and devices for automatic signal detection based on power distribution by frequency over time within a spectrum
US10498951B2 (en) 2017-01-23 2019-12-03 Digital Global Systems, Inc. Systems, methods, and devices for unmanned vehicle detection
US10529241B2 (en) 2017-01-23 2020-01-07 Digital Global Systems, Inc. Unmanned vehicle recognition and threat management
US10700794B2 (en) 2017-01-23 2020-06-30 Digital Global Systems, Inc. Systems, methods, and devices for automatic signal detection based on power distribution by frequency over time within an electromagnetic spectrum
US10943461B2 (en) 2018-08-24 2021-03-09 Digital Global Systems, Inc. Systems, methods, and devices for automatic signal detection based on power distribution by frequency over time
JP7414688B2 (en) * 2020-10-26 2024-01-16 株式会社東芝 Communication devices, communication methods, programs and communication systems
CN116707557A (en) * 2022-12-20 2023-09-05 荣耀终端有限公司 Channel selection method, receiver and storage medium

Family Cites Families (104)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4210780A (en) * 1978-03-27 1980-07-01 The Mitre Corporation Multiple access digital communications system
FR2701178A1 (en) * 1993-02-03 1994-08-05 Philips Electronique Lab Spread spectrum communication system with multiple users.
FR2721461B1 (en) * 1994-06-16 1996-09-06 France Telecom Signal formed by a plurality of orthogonal carrier frequencies organized so as to simplify the reception of one of the source signals composing it, corresponding transmission method and receiver.
DE69634889T2 (en) * 1995-01-25 2005-12-08 Ntt Docomo Inc. MOBILE RADIO COMMUNICATION ARRANGEMENT
US5790516A (en) * 1995-07-14 1998-08-04 Telefonaktiebolaget Lm Ericsson Pulse shaping for data transmission in an orthogonal frequency division multiplexed system
US6175550B1 (en) * 1997-04-01 2001-01-16 Lucent Technologies, Inc. Orthogonal frequency division multiplexing system with dynamically scalable operating parameters and method thereof
JPH1117643A (en) * 1997-06-19 1999-01-22 Hitachi Denshi Ltd Ofdm modulator
US5867478A (en) * 1997-06-20 1999-02-02 Motorola, Inc. Synchronous coherent orthogonal frequency division multiplexing system, method, software and device
JP3724940B2 (en) * 1998-01-08 2005-12-07 株式会社東芝 OFDM diversity receiver
EP0961448B1 (en) * 1998-05-26 2009-01-07 Panasonic Corporation Modulator, demodulator, and transmission system for use in OFDM transmission
JP3515690B2 (en) * 1998-06-02 2004-04-05 松下電器産業株式会社 OFDMA signal transmission apparatus and method
US6609039B1 (en) * 1998-07-27 2003-08-19 Neil Charles Schoen Simultaneous multi-user audio re-transmission digital radio module
NZ505658A (en) 1998-11-12 2002-10-25 Matsushita Electric Ind Co Ltd Receiver for digital terrestrial broadcasting
US7020071B2 (en) * 1998-11-25 2006-03-28 Lucent Technologies Inc. Methods and apparatus for wireless communication using orthogonal frequency division multiplexing
US6466793B1 (en) * 1999-05-28 2002-10-15 Ericsson Inc. Automatic frequency allocation (AFA) for wireless office systems sharing the spectrum with public systems
US6763072B1 (en) * 1999-08-25 2004-07-13 Victor Company Of Japan, Ltd. Method and apparatus for modulation and demodulation related to orthogonal frequency division multiplexing
US6449246B1 (en) * 1999-09-15 2002-09-10 Telcordia Technologies, Inc. Multicarrier personal access communication system
US6397368B1 (en) * 1999-12-06 2002-05-28 Intellon Corporation Forward error correction with channel adaptation
US6952454B1 (en) * 2000-03-22 2005-10-04 Qualcomm, Incorporated Multiplexing of real time services and non-real time services for OFDM systems
US7020072B1 (en) 2000-05-09 2006-03-28 Lucent Technologies, Inc. Orthogonal frequency division multiplexing transmit diversity system for frequency-selective fading channels
US6519462B1 (en) * 2000-05-11 2003-02-11 Lucent Technologies Inc. Method and apparatus for multi-user resource management in wireless communication systems
DE60101271T2 (en) * 2000-05-26 2004-08-26 Roke Manor Research Ltd., Romsey ADMINISTRATIVE MODULE FOR SOFTWARE DEFINED RADIO
RU2186465C2 (en) * 2000-08-14 2002-07-27 Гармонов Александр Васильевич Method for organizing radio interface and base station of cellular communication system
US7672381B1 (en) 2000-10-17 2010-03-02 Motorola, Inc. Method of multiple-carrier communication within a noncontiguous wideband spectrum and apparatus therefor
US6870808B1 (en) * 2000-10-18 2005-03-22 Adaptix, Inc. Channel allocation in broadband orthogonal frequency-division multiple-access/space-division multiple-access networks
US6947748B2 (en) * 2000-12-15 2005-09-20 Adaptix, Inc. OFDMA with adaptive subcarrier-cluster configuration and selective loading
US7075967B2 (en) * 2001-01-19 2006-07-11 Raze Technologies, Inc. Wireless communication system using block filtering and fast equalization-demodulation and method of operation
US6961388B2 (en) 2001-02-01 2005-11-01 Qualcomm, Incorporated Coding scheme for a wireless communication system
JP3893881B2 (en) 2001-02-16 2007-03-14 株式会社日立製作所 Software radios and radio systems, software radio certification methods
US20020157058A1 (en) * 2001-02-20 2002-10-24 Cute Ltd. System and method for feedback-based unequal error protection coding
US6976202B1 (en) * 2001-03-09 2005-12-13 Ikanos Communication Inc. Method and apparatus for time-frequency domain forward error correction for digital communication systems
US6934340B1 (en) * 2001-03-19 2005-08-23 Cisco Technology, Inc. Adaptive control system for interference rejections in a wireless communications system
JP2002300181A (en) * 2001-03-30 2002-10-11 Nec Corp INTEGRATED NETWORK QoS CONTROL SYSTEM
US7035201B2 (en) * 2001-04-20 2006-04-25 Mediatek Inc. Programmable transceiver structure of multi-rate OFDM-CDMA for wireless multimedia communications
US7206840B2 (en) * 2001-05-11 2007-04-17 Koninklike Philips Electronics N.V. Dynamic frequency selection scheme for IEEE 802.11 WLANs
US7072413B2 (en) * 2001-05-17 2006-07-04 Qualcomm, Incorporated Method and apparatus for processing data for transmission in a multi-channel communication system using selective channel inversion
ES2188373B1 (en) * 2001-05-25 2004-10-16 Diseño De Sistemas En Silencio, S.A. COMMUNICATION OPTIMIZATION PROCEDURE FOR MULTI-USER DIGITAL TRANSMISSION SYSTEM ON ELECTRICAL NETWORK.
US7206350B2 (en) * 2001-06-11 2007-04-17 Unique Broadband Systems, Inc. OFDM multiple sub-channel communication system
US7151925B2 (en) * 2001-09-10 2006-12-19 Industrial Technology Research Institute Software defined radio (SDR) architecture for wireless digital communication systems
US7164649B2 (en) * 2001-11-02 2007-01-16 Qualcomm, Incorporated Adaptive rate control for OFDM communication system
US7012883B2 (en) * 2001-11-21 2006-03-14 Qualcomm Incorporated Rate selection for an OFDM system
US6771957B2 (en) * 2001-11-30 2004-08-03 Interdigital Technology Corporation Cognition models for wireless communication systems and method and apparatus for optimal utilization of a radio channel based on cognition model data
US7126984B2 (en) * 2001-12-19 2006-10-24 Stmicroelectronics, Inc. Near-end crosstalk noise minimization and power reduction for digital subscriber loops
AU2003233409A1 (en) * 2002-03-21 2003-10-08 Cognio, Inc. Ad-hoc control protocol governing use of an unlicensed or shared radio frequency band
KR100911138B1 (en) * 2002-04-25 2009-08-06 삼성전자주식회사 Power controllable wireless mobile communication system of adaptive modulation and coding scheme and its method therefor
US7043681B2 (en) * 2002-05-03 2006-05-09 Ibiquity Digital Corporation Digital audio broadcasting method and apparatus using complementary pattern-mapped convolutional codes
TWI357744B (en) * 2002-05-10 2012-02-01 Interdigital Tech Corp Cognitive flow control based on channel quality co
US7260054B2 (en) * 2002-05-30 2007-08-21 Denso Corporation SINR measurement method for OFDM communications systems
US7184713B2 (en) * 2002-06-20 2007-02-27 Qualcomm, Incorporated Rate control for multi-channel communication systems
US20040005010A1 (en) * 2002-07-05 2004-01-08 National University Of Singapore Channel estimator and equalizer for OFDM systems
WO2004025870A1 (en) * 2002-09-10 2004-03-25 Koninklijke Philips Electronics N.V. Transmission power optimization in ofdm wireless communication system
KR100933155B1 (en) * 2002-09-30 2009-12-21 삼성전자주식회사 Device and Method for Allocating Virtual Cells in Frequency Division Multiple Access Mobile Communication System
US7756002B2 (en) * 2003-01-30 2010-07-13 Texas Instruments Incorporated Time-frequency interleaved orthogonal frequency division multiplexing ultra wide band physical layer
CA2427403C (en) * 2003-04-21 2008-10-28 Regents Of The University Of Minnesota Space-time-frequency coded ofdm over frequency-selective fading channels
US7103111B2 (en) * 2003-06-16 2006-09-05 Motorola, Inc. System and method for generating a spectral efficient root raised cosine (RRC) pulse for increasing spectral efficiency
US6934246B2 (en) * 2003-06-16 2005-08-23 Motorola, Inc. System and method for reducing adjacent channel interference (ACI) in a multicarrier modulation system
US7065150B2 (en) * 2003-06-16 2006-06-20 Motorola, Inc. System and method for generating a root raised cosine orthogonal frequency division multiplexing (RRC OFDM) modulation
KR100640461B1 (en) * 2003-07-30 2006-10-30 삼성전자주식회사 Apparatus and method for assigning sub channel in a communication system using orthogonal frequency division multiple access scheme
CN1275480C (en) * 2003-07-31 2006-09-13 上海贝尔阿尔卡特股份有限公司 Multi standard software radio (SDR) base band treating method
WO2005015775A1 (en) * 2003-08-11 2005-02-17 Nortel Networks Limited System and method for embedding ofdm in cdma systems
JP2007503780A (en) * 2003-08-27 2007-02-22 インターディジタル テクノロジー コーポレイション Subcarrier and bit allocation for real-time services in multi-user orthogonal frequency division multiplexing (OFDM) systems
KR100557158B1 (en) * 2003-11-12 2006-03-03 삼성전자주식회사 Apparatus for sub-carrier allocation in mimo ofdm mobile communication system and method thereof
KR100975720B1 (en) * 2003-11-13 2010-08-12 삼성전자주식회사 Method and system for dynamic channel assignment and assignment of pilot channel in mimo-ofdm/ sdm system
US8406235B2 (en) * 2003-11-26 2013-03-26 Qualcomm Incorporated Quality of service scheduler for a wireless network
JP2005167502A (en) * 2003-12-01 2005-06-23 Ntt Docomo Inc Wireless communication system, control apparatus for transmission wireless station, control apparatus for reception wireless station, and subcarrier selecting method
KR100557191B1 (en) 2003-12-01 2006-03-03 삼성전자주식회사 Soft modulation changing method for changing variably modulation way according to cell coverage range in broadband wireless access communication systems
JP3910956B2 (en) * 2003-12-26 2007-04-25 株式会社東芝 Propagation path estimator and receiving apparatus using the same for OFDM wireless communication system
CN1902876B (en) 2004-01-06 2010-09-22 国际商业机器公司 Method and apparatus for modulation and demodulation of OFDM signals
JP2005195843A (en) * 2004-01-07 2005-07-21 Seiko Epson Corp Image forming apparatus capable of changing over color printing mode and monochrome printing mode
US7570953B2 (en) * 2004-01-12 2009-08-04 Intel Corporation Multicarrier communication system and methods for link adaptation using uniform bit loading and subcarrier puncturing
US7194042B2 (en) * 2004-01-13 2007-03-20 Qualcomm Incorporated Data transmission with spatial spreading in a mimo communication system
US7123580B2 (en) * 2004-01-16 2006-10-17 Nokia Corporation Multiple user adaptive modulation scheme for MC-CDMA
US7430741B2 (en) * 2004-01-20 2008-09-30 International Business Machines Corporation Application-aware system that dynamically partitions and allocates resources on demand
EP1560344B1 (en) * 2004-01-28 2017-05-10 Harris Corporation Wireless ultra wideband network having frequency BIN transmission level setting and related methods
EP1876857A3 (en) * 2004-02-27 2009-11-25 Research In Motion Limited Method and system for wireless channel selection by a mobile device
KR100810247B1 (en) * 2004-03-05 2008-03-06 삼성전자주식회사 Method and apparatus for allocation of channel in a orthogonal frequency division multiple access system
US7827557B2 (en) * 2004-03-24 2010-11-02 Hewlett-Packard Development Company, L.P. Method and apparatus for allocating resources to applications using a linearized objective function
US7417974B2 (en) * 2004-04-14 2008-08-26 Broadcom Corporation Transmitting high rate data within a MIMO WLAN
KR101067772B1 (en) * 2004-04-22 2011-09-28 엘지전자 주식회사 Method of Allocating Subcarriers for OFDM
US8023466B2 (en) 2004-06-22 2011-09-20 Jianglei Ma Soft handoff in OFDMA system
US7289972B2 (en) * 2004-06-25 2007-10-30 Virginia Tech Intellectual Properties, Inc. Cognitive radio engine based on genetic algorithms in a network
US8270512B2 (en) 2004-08-12 2012-09-18 Interdigital Technology Corporation Method and apparatus for subcarrier and antenna selection in MIMO-OFDM system
EP1784967A2 (en) * 2004-08-25 2007-05-16 Padcom Holdings, Inc. Multi-network seamless roaming through a software-defined-radio
US7852746B2 (en) * 2004-08-25 2010-12-14 Qualcomm Incorporated Transmission of signaling in an OFDM-based system
US20060078059A1 (en) * 2004-10-11 2006-04-13 Samsung Electronics Co., Ltd. Apparatus and method for allocating subchannel and power in an orthogonal frequency division multiple access system
US7539175B2 (en) * 2004-11-19 2009-05-26 The Trustees Of Stevens Institute Of Technology Multi-access terminal with capability for simultaneous connectivity to multiple communication channels
US8537760B2 (en) * 2004-12-17 2013-09-17 Samsung Electronics Co., Ltd Method and system for dynamic hybrid multiple access in an OFDM-based wireless network
SG124302A1 (en) * 2005-01-13 2006-08-30 Oki Techno Ct Singapore Pte Architecture and protocol for software defined radio system
US7525988B2 (en) 2005-01-17 2009-04-28 Broadcom Corporation Method and system for rate selection algorithm to maximize throughput in closed loop multiple input multiple output (MIMO) wireless local area network (WLAN) system
CN100421438C (en) * 2005-01-28 2008-09-24 山东大学 Bit loading method in selecting frequency single carrier wave blocking transmission system
US7372890B2 (en) * 2005-01-28 2008-05-13 Texas Instruments Incorporated Methods and systems for detecting and mitigating interference for a wireless device
US7769912B2 (en) * 2005-02-17 2010-08-03 Samsung Electronics Co., Ltd. Multistandard SDR architecture using context-based operation reconfigurable instruction set processors
US8279985B2 (en) * 2005-02-22 2012-10-02 Adaptix, Inc. Intelligent demodulation systems and methods in an OFDMA multicell network
JP4713632B2 (en) * 2005-03-08 2011-06-29 クゥアルコム・インコーポレイテッド Transmission method and apparatus combining pulse modulation and hierarchical modulation
US20060211395A1 (en) * 2005-03-15 2006-09-21 Intel Corporation Apparatus and method of detecting pilot carriers received on a fading channel
KR20060106223A (en) * 2005-04-06 2006-10-12 삼성전자주식회사 Apparatus and method for transmitting bit interleaved and coded modulation in an orthogonal frequency division multiplexing system
KR20060125087A (en) * 2005-06-01 2006-12-06 삼성전자주식회사 Coding apparatus for orthogonal frequency division multiple access communication system and design method therof
US8463319B2 (en) * 2005-06-17 2013-06-11 Honeywell International Inc. Wireless application installation, configuration and management tool
KR100713506B1 (en) * 2005-07-05 2007-04-30 삼성전자주식회사 Method and apparatus for transmitting signal in a communication system
WO2007022325A2 (en) * 2005-08-16 2007-02-22 Wionics Research Packet detection
US7681239B2 (en) * 2005-09-30 2010-03-16 Microsoft Corporation Modularly constructing a software defined radio
CN1744481A (en) * 2005-09-30 2006-03-08 上海贝豪通讯电子有限公司 Adaptive transmission method in TD-SCDMA system
EP1943762B1 (en) * 2005-11-04 2014-07-23 TELEFONAKTIEBOLAGET LM ERICSSON (publ) Method and transmission unit for adaptive coding, modulation and transmittion of data words in a wireless communication system
US7652979B2 (en) * 2005-12-08 2010-01-26 University Of South Florida Cognitive ultrawideband-orthogonal frequency division multiplexing

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