CN105554805A - In-band full duplex D2D communication link interference elimination method used for cellular network - Google Patents

In-band full duplex D2D communication link interference elimination method used for cellular network Download PDF

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CN105554805A
CN105554805A CN201510890999.6A CN201510890999A CN105554805A CN 105554805 A CN105554805 A CN 105554805A CN 201510890999 A CN201510890999 A CN 201510890999A CN 105554805 A CN105554805 A CN 105554805A
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full duplex
signal
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user2
communication link
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李松
林昌林
孙彦景
王艳芬
张珂
夏晨阳
谭泽富
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China University of Mining and Technology CUMT
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W28/00Network traffic management; Network resource management
    • H04W28/02Traffic management, e.g. flow control or congestion control
    • H04W28/0215Traffic management, e.g. flow control or congestion control based on user or device properties, e.g. MTC-capable devices
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W28/00Network traffic management; Network resource management
    • H04W28/02Traffic management, e.g. flow control or congestion control
    • H04W28/0231Traffic management, e.g. flow control or congestion control based on communication conditions
    • H04W28/0236Traffic management, e.g. flow control or congestion control based on communication conditions radio quality, e.g. interference, losses or delay
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W72/00Local resource management
    • H04W72/12Wireless traffic scheduling
    • H04W72/1263Mapping of traffic onto schedule, e.g. scheduled allocation or multiplexing of flows
    • H04W72/1273Mapping of traffic onto schedule, e.g. scheduled allocation or multiplexing of flows of downlink data flows
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D30/00Reducing energy consumption in communication networks
    • Y02D30/70Reducing energy consumption in communication networks in wireless communication networks

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  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

The invention belongs to a full duplex D2D communication link interference elimination method, and particularly relates to an in-band full duplex D2D communication link interference elimination method used for a cellular network. The method includes: a base station, a cellular user, a couple of in-band full duplex D2D communication link users form a cellular network, and an in-band full duplex D2D communication link multiplexes cellular network downlink spectrum resources, and has a capability of simultaneous same-frequency signal sending and receiving; the method includes the cellular network transmitting base station BS of a point-to-point topological structure, the cellular network user USER1, the USER2 and USER3 which multiplex the cellular network downlink spectrum resources and adopt in-band full duplex D2D communication; and the in-band full duplex D2D communication users have the capability of receiving a signal while sending a signal, forward a monitored signal while sending a target signal, and allocate optimal transmitting power of the target signal and received signal, thereby improving communication quality of the in-band full duplex D2D communication link. The method utilizes the characteristic of simultaneous receiving and sending of in-band full duplex, and the overall performance of a cellular communication system is not influenced while D2D communication quality is improved.

Description

For full duplex D2D communication link interference elimination method in the band of cellular network
Technical field
The present invention relates to a kind of duplexing D2D communication link interference elimination method, particularly a kind of for full duplex D2D communication link interference elimination method in the band of cellular network.
Background technology
Along with emerging data service as video share, game on line, contiguous perception etc. continuous increase, the network performance mentioning cellular network becomes wireless communication field major issue urgently to be resolved hurrily.Device-to-Device (D2D) communication is considered to the effective communication technology of one promoting network performance in Next generation cellular net system.D2D communication is a kind of under the control of system, directly carried out the new technique communicated by reuse pattern resource between permission terminal, it can increase frequency spectrum efficiency of cellular communication system, reduces terminal transmit power, solves the problem of wireless communication system frequency spectrum resource scarcity to a certain extent.
D2D communication advantage is: the robustness etc. alleviating the burden of cellular network, reduce the battery power consumption of mobile terminal, increase bit rate, improve network infrastructure fault, can also support the novel service of Point-to-Point Data among a small circle.
One of subject matter of D2D communication is the interference problem that the resource of reuse pattern user is brought.
(1) D2D communicate multiplexing uplink resource time, in system by D2D Communication Jamming is base station, the adjustable D2D in base station communicate transmitted power and multiplexing resource control interference.
(2) D2D communicate multiplexed downlink resource time, by D2D Communication Jamming in system is the user of down link.When after D2D link establishment, the transmitted power that control D2D in base station transmits ensures the communication of system cell user.
In band, full duplex technology is specially adapted to the short haul connections such as D2D communication, and the availability of frequency spectrum can be improved 1 times by it, also can realize frequency spectrum more flexibly and use, be acknowledged as the important directions that 5G mobile communication system fully excavates radio spectrum resources.But when the down link of other user of the multiplexing Cellular Networks of full duplex D2D communication link in being with, although the community user of multiplexed resource and the interior full duplex D2D user of band separate on communication space, but due to the transmitting power that base station is larger, still interference can be caused to full duplex D2D user in band.
Summary of the invention
For the shortcoming of above-mentioned technology, the invention provides a kind of for full duplex D2D communication link interference elimination method in the band of cellular network, solve the transmitting power that base station is larger, the problem of interference is caused to full duplex D2D user in band.
For achieving the above object, of the present invention a kind of for full duplex D2D communication link interference elimination method in the band of cellular network, comprise base station, a phone user, in a pair band, full duplex D2D communication link user, uses BS respectively, USER1, USER2, USER3 represent, form the cellular network of full duplex D2D communication in an embedded, full duplex D2D communication link multiplexing Cellular Networks downlink tone spectrum resource in band, possess the ability of same frequency sending simultaneously and Received signal strength; Adopt user USER2 and USER3 that in the cellular transmission base station BS of point-to-point topological and the band of cellular network User USER1, multiplexing cellular network downlink tone spectrum resource, full duplex D2D communicates; In band, full duplex D2D communication user possesses the ability of Received signal strength while sending signal, by forwarding the signal listened to while sending echo signal, and distribute the transmitting power of echo signal and Received signal strength optimum, improve the communication quality of full duplex D2D communication link in band;
For full duplex D2D communication link interference elimination method in the band of cellular network, its method step is as follows:
A) in band, full duplex D2D communication user USER2 carries out D2D with user USER3 and communicates, and D2D communicates the frequency spectrum resource of down link that multiplexing base station BS communicates with USER1, and now base station BS just has interference to D2D communication link;
B) at the signal that receives of full duplex D2D communication link user USER2 reception antenna in band after self-interference elimination, the signal obtained will with send to the Signal averaging of D2D user USER3 after together sent by transmitting antenna, the composite signal obtained can be expressed as:
Wherein ω 1, ω 2represent power weight,
the phase delay of signal transacting,
Y 2for the signal received with interior full duplex D2D communication link user USER2 reception antenna eliminates the Received signal strength obtained through self-interference,
S 2it is the signal that USER2 sends to USER3;
In above formula wherein x 2 *for the estimated value of the self-interference signal of user USER2; y ~ 2 = P 1 h 12 s 1 + h 22 x 2 + h 32 x 3 + n 2 ,
Wherein P 1the transmitted power of base station,
S 1the signal that base station sends to Cellular Networks receiving terminal USER1,
X 3the signal that USER3 sends to USER2,
H 12, h 22, h 32be the channel gain that the channel gain of USER1, the channel gain of USER2 to USER2 and USER3 to USER2 are arrived in base station respectively, user USER2 is n 2it is white Gaussian noise;
Particularly, the signal that in band, full duplex D2D communication user USER2 reception antenna receives is eliminated through the positive self-interference of simulation, then eliminates through analog-to-digital conversion laggard line number word self-interference, obtains the interference signal y from base station BS 2, according to formula x 21e j θy 2+ ω 2s 2with weights power division, send to USER3 by radiating circuit;
C) signal that full duplex D2D communication link USER3 receives in band obtains after the elimination of self-interference signal: y 3 = h 23 ( ω 1 e j φ P 1 h 13 s 1 + ω 2 s 2 + I 22 ) + P 1 h 13 s 1 + I 33 + n 3 ,
Wherein I 22, I 33be the self-interference elimination error of USER2 and USER3 respectively, n3 is white Gaussian noise, and ω 1 and ω 2 is power weight, and h12, h23 and h13 are channel gain; Arriving of finally making base station disturb is offset, the final communication quality improved in D2D communication link.
Wherein full duplex D2D communication user power weights omega in band 1and ω 2solve and obtain: according to formula x 21e j θy 2+ ω 2s 2, launched by radiating circuit;
Wherein channel gain h 12, h 23uSER2 can directly obtain, channel gain h 13fed back by USER3.
The present invention has following beneficial effect: can make to be with interior full duplex D2D user USER3 to obtain maximized snr gain, ensure that full duplex D2D QoS of customer in band, promotes network performance.Compared with prior art, the method utilizes the characteristic that in band, full duplex is received and dispatched simultaneously, when making to be with interior full duplex D2D user multiplexing cellular network downlink tone spectrum resource, base station does not need the transmitted power controlling self, just can ensure that D2D communication quality does not send the impact of signal by cellular network base stations.Simultaneously owing to being with interior full duplex D2D user to receive and dispatch simultaneously, D2D can being increased in theory and to communicate the throughput of a times.In a word, the method, on the basis of overall performance not affecting cellular communication system, improves the communication quality in full duplex D2D communication link in band.
Accompanying drawing explanation
Fig. 1 is the Cellular Networks structural representation of full duplex D2D communication link in embedded.
Fig. 2 is the circuit design drawing of full duplex D2D communication link transmitting terminal in band.
Embodiment
Interference elimination method of the present invention comprises base station, a phone user, full duplex D2D communication link user in a pair band, use BS respectively, USER1, USER2, USER3 represent, form the cellular network of full duplex D2D communication in an embedded, full duplex D2D communication link multiplexing Cellular Networks downlink tone spectrum resource in band, possess the ability of same frequency sending simultaneously and Received signal strength; Adopt user USER2 and USER3 that in the cellular transmission base station BS of point-to-point topological and the band of cellular network User USER1, multiplexing cellular network downlink tone spectrum resource, full duplex D2D communicates; In band, full duplex D2D communication user possesses the ability of Received signal strength while sending signal, by forwarding the signal listened to while sending echo signal, and distribute the transmitting power of echo signal and Received signal strength optimum, improve the communication quality of full duplex D2D communication link in band.
Interference elimination method concrete steps are as follows:
A) in band, full duplex D2D communication user USER2 carries out D2D with user USER3 and communicates, and D2D communicates the frequency spectrum resource of down link that multiplexing base station BS communicates with USER1, and now base station BS just has interference to D2D communication link;
B) at the signal that receives of full duplex D2D communication link user USER2 reception antenna in band after self-interference elimination, the signal obtained will with send to the Signal averaging of D2D user USER3 after together sent by transmitting antenna, the composite signal obtained can be expressed as:
Wherein ω 1, ω 2represent power weight,
the phase delay of signal transacting,
Y 2for the signal received with interior full duplex D2D communication link user USER2 reception antenna eliminates the Received signal strength obtained, s through self-interference 2it is the signal that USER2 sends to USER3;
In above formula wherein x 2 *for the estimated value of the self-interference signal of user USER2; y ~ 2 = P 1 h 12 s 1 + h 22 x 2 + h 32 x 3 + n 2 ,
Wherein P 1the transmitted power of base station,
S 1the signal that base station sends to Cellular Networks receiving terminal USER1,
X 3the signal that USER3 sends to USER2,
H 12, h 22, h 32be the channel gain that the channel gain of USER1, the channel gain of USER2 to USER2 and USER3 to USER2 are arrived in base station respectively, user USER2 is n 2it is white Gaussian noise;
Particularly, the signal that in band, full duplex D2D communication user USER2 reception antenna receives is eliminated through the positive self-interference of simulation, then eliminates through analog-to-digital conversion laggard line number word self-interference, obtains the interference signal y from base station BS 2, according to formula x 21e j θy 2+ ω 2s 2with weights power division, send to USER3 by radiating circuit;
C) signal that full duplex D2D communication link USER3 receives in band obtains after the elimination of self-interference signal: y 3 = h 23 ( ω 1 e j φ P 1 h 13 s 1 + ω 2 s 2 + I 22 ) + P 1 h 13 s 1 + I 33 + n 3 , Wherein I 22, I 33be the self-interference elimination error of USER2 and USER3 respectively, n3 is white Gaussian noise; Arriving of finally making base station disturb is offset, the final communication quality improved in D2D communication link.
In band, full duplex D2D communication user transmits as x 21e j θy 2+ ω 2s 2, in another band, the Received signal strength of full duplex D2D communication user after self-interference is eliminated is: wherein optimal power weights omega 1, ω 2solve as follows:
M A X ω 1 , ω 2 SINR 3 , F D = | h 23 | 2 | ω 2 | 2 P 1 | h 23 h 12 e j θ ω 1 + h 13 | 2 + σ n 2
Be limited by: | ω 1 | 2 ( P 1 | h 2 | 2 + σ I 2 + σ n 2 ) + | ω 2 | 2 ≤ P 2 ,
x 2=ω 1e y 22s 2
Each parameter is defined as follows:
SINR 3, FD: the signal interference ratio of full duplex D2D communication link user USER3 Received signal strength in band;
P 1: cellular transmission base station BS sends to the signal s of cellular network User USER1 1power;
P 2: full duplex D2D communication link user maximum transmit power in band;
S 1: cellular transmission base station BS sends to the signal of cellular network User USER1;
S 2: the echo signal of full duplex D2D communication user USER2 to user USER3 in band;
X 2: the signal of full duplex D2D communication user USER2 to user USER3 in band;
Y 2: in band, full duplex D2D communication user USER2 is through eliminating the signal received of self-interference;
Y 3: in band, full duplex D2D communication user USER3 is through eliminating the signal received of self-interference;
ω 1, ω 2: in band, full duplex D2D communication user USER2 sends the weights of the component in signal;
H 13: full duplex D2D communication link user USER3 channel gain in cellular transmission base station BS to band;
H 12: full duplex D2D communication link user USER2 channel gain in cellular transmission base station BS to band;
H 23: full duplex D2D communication user USER2 to user USER3 channel gain in band;
H 32: full duplex D2D communication user USER3 to user USER2 channel gain in band;
the mean square error that self-interference signal is eliminated;
the mean square error of Gaussian noise;
If then | ω 2| 2value is maximum, makes SINR 3, FDthere is maximum; And only have ω 1phase potential energy affect P 1| h 23h 12e j θω 1+ h 13| 2value, we consider P 1| h 23h 12e j θω 1+ h 13| 2>=P 1| h 23h 12e j θω 1-h 13| 2, then h 23h 12e j θω 1>=-λ h 13, λ > 0, optimum then demand fulfillment:
ω 1 * | ω 1 * | = h 13 | h 23 | | h 12 | e - j θ | h 13 | h 23 h 12
Then:
| ω 1 | 2 ( P 1 | h 12 | 2 + σ I 2 + σ n 2 ) + | ω 2 | 2 ≤ P 2
Solve to obtain ω 1optimal value:
| ω 1 * | = P 2 | h 23 | 2 + P 1 | h 23 | 2 + ( P 2 | h 23 | 2 + P 1 | h 23 | 2 ) 2 - 4 P 2 | h 23 | 2 P 1 2 | h 23 | 2 | h 12 | 2 | h 13 | 2 P 1 | h 23 | 2 | h 12 | 2 2 P 1 | h 23 | | h 12 | | h 13 | = min ( P 2 | h 23 | 2 , P 1 | h 13 | 2 ) 2 P 1 | h 23 | | h 12 | | h 13 |
| ω 2 * | = P 2 - | ω 1 * | 2 ( P 1 | h 12 | 2 + σ I 2 + σ n 2 )
SINR 3 , F D ≈ P 1 P 2 | h 13 | 2 | h 23 | 2 - min ( P 1 | h 13 | , P 2 | h 23 | ) ( min ( P 1 | h 13 | , P 2 | h 23 | ) - P 1 | h 13 | 2 ) 2 + ( min ( P 1 | h 13 | , P 2 | h 23 | ) P 1 | h 12 | 2 + P 1 | h 13 | 2 ) σ n 2
Full duplex D2D communication user transmitting power weight optimal value ω in band is calculated by above-mentioned 1and ω 2; In band full duplex D2D communication user through self-interference eliminate the Received signal strength that obtains will with send to the echo signal of user according to formula together sent by transmitting antenna after superposition, then in another band full duplex D2D communications-user-receipt to signal be the superposition of echo signal, known self-interference signal and base station interference signal, through actively the elimination of simulation self-interference signal and digital adaptation are eliminated, interference signal is offset, the final communication quality improved in band in full duplex D2D communication link.
Below in conjunction with Figure of description an example of the present invention made and further describing:
As shown in Figure 1, for full duplex D2D communication link interference elimination method in the band of cellular network, comprise base station, a phone user, in a pair band, full duplex D2D communication user, uses BS respectively, and USER1, USER2, USER3 represent.Suppose a cell scenario, channel is rayleigh fading channel, and in band, the transmitting power of full duplex D2D communication link is less relative to the transmitting power of base station, does not affect the communication of phone user USER1.The identical resource in different communication region is given in base station, and the down link that base station BS communicates with USER1 just has interference to being with interior full duplex D2D communication link.
The elimination base station interference elimination method step based on full duplex of D2D communication is as follows:
A) in band, full duplex D2D communication link user USER2 carries out D2D with user USER3 and communicates, and D2D communicates the frequency spectrum resource of down link that multiplexing base station BS communicates with USER1, and now base station BS just has interference to D2D communication link;
B) at the signal that receives of full duplex D2D communication link user USER2 reception antenna in band after self-interference elimination, the signal obtained will with send to the Signal averaging of user USER3 after together sent by transmitting antenna, the composite signal obtained can be expressed as: wherein ω 1, ω 2represent power weight, the phase delay of signal transacting, y 2for the signal received with interior full duplex D2D communication link user USER2 reception antenna eliminates the Received signal strength obtained, s through self-interference 2it is the signal that USER2 sends to USER3; In above formula wherein x 2 *for the estimated value of the self-interference signal of user USER2; wherein P 1the transmitted power of base station, s 1the signal that base station sends to Cellular Networks receiving terminal USER1, x 3the signal that USER3 sends to USER2, h 12, h 22, h 32be the channel gain that the channel gain of USER1, the channel gain of USER2 to USER2 and USER3 to USER2 are arrived in base station respectively, user USER2 is n 2it is white Gaussian noise.Particularly, the signal that in band, full duplex D2D communication user USER2 reception antenna receives is eliminated through the positive self-interference of simulation, then eliminates through analog-to-digital conversion laggard line number word self-interference, obtains the interference signal y from base station BS 2, according to formula x 21e j θy 2+ ω 2s 2with weights power division, send to USER3 by radiating circuit.
C) signal that full duplex D2D communication link USER3 receives in band obtains after the elimination of self-interference signal: y 3 = h 23 ( ω 1 e j φ P 1 h 13 s 1 + ω 2 s 2 + I 22 ) + P 1 h 13 s 1 + I 33 + n 3 , Wherein I 22, I 33the self-interference elimination error of USER2 and USER3 respectively, n 3for white Gaussian noise.Arriving of finally making base station disturb is offset, the final communication quality improved in the interior full duplex D2D communication link of band.
According to above-mentioned for full duplex D2D communication link interference elimination method in the band of cellular network, wherein full duplex D2D communication user optimal transmit power weights omega in band 1and ω 2solve and obtain: according to formula x 21e j θy 2+ ω 2s 2, launched by radiating circuit;
According to above-mentioned for full duplex D2D communication link interference elimination method, wherein channel gain h in the band of cellular network 12, h 23uSER2 can directly obtain, h 13fed back by USER3.

Claims (3)

1. one kind for full duplex D2D communication link interference elimination method in the band of cellular network, it is characterized in that: interference elimination method comprises base station, a phone user, full duplex D2D communication link user in a pair band, use BS respectively, USER1, USER2, USER3 represent, form the cellular network of full duplex D2D communication in an embedded, full duplex D2D communication link multiplexing Cellular Networks downlink tone spectrum resource in band, possesses the ability of same frequency sending simultaneously and Received signal strength; Adopt user USER2 and USER3 that in the cellular transmission base station BS of point-to-point topological and the band of cellular network User USER1, multiplexing cellular network downlink tone spectrum resource, full duplex D2D communicates; In band, full duplex D2D communication user possesses the ability of Received signal strength while sending signal, by forwarding the signal listened to while sending echo signal, and distribute the transmitting power of echo signal and Received signal strength optimum, improve the communication quality of full duplex D2D communication link in band.
2. according to claim 1 a kind of for full duplex D2D communication link interference elimination method in the band of cellular network, it is characterized in that: interference elimination method concrete steps are as follows:
A) in band, full duplex D2D communication user USER2 carries out D2D with user USER3 and communicates, and D2D communicates the frequency spectrum resource of down link that multiplexing base station BS communicates with USER1, and now base station BS just has interference to D2D communication link;
B) at the signal that receives of full duplex D2D communication link user USER2 reception antenna in band after self-interference elimination, the signal obtained will with send to the Signal averaging of D2D user USER3 after together sent by transmitting antenna, the composite signal obtained can be expressed as:
Wherein ω 1, ω 2represent power weight,
the phase delay of signal transacting,
Y 2for the signal received with interior full duplex D2D communication link user USER2 reception antenna eliminates the Received signal strength obtained, s through self-interference 2it is the signal that USER2 sends to USER3;
In above formula wherein x 2 *for the estimated value of the self-interference signal of user USER2; y ~ 2 = P 1 h 12 s 1 + h 22 x 2 + h 32 x 3 + n 2 ,
Wherein P 1the transmitted power of base station,
S 1the signal that base station sends to Cellular Networks receiving terminal USER1,
X 3the signal that USER3 sends to USER2,
H 12, h 22, h 32be the channel gain that the channel gain of USER1, the channel gain of USER2 to USER2 and USER3 to USER2 are arrived in base station respectively, user USER2 is n 2it is white Gaussian noise;
Particularly, the signal that in band, full duplex D2D communication user USER2 reception antenna receives is eliminated through the positive self-interference of simulation, then eliminates through analog-to-digital conversion laggard line number word self-interference, obtains the interference signal y from base station BS 2, according to formula x 21e j θy 2+ ω 2s 2with weights power division, send to USER3 by radiating circuit;
C) signal that full duplex D2D communication link USER3 receives in band obtains after the elimination of self-interference signal: y 3 = h 23 ( ω 1 e j φ P 1 h 13 s 1 + ω 2 s 2 + I 22 ) + P 1 h 13 s 1 + I 33 + n 3 , Wherein I 22, I 33be the self-interference elimination error of USER2 and USER3 respectively, n3 is white Gaussian noise; Arriving of finally making base station disturb is offset, the final communication quality improved in D2D communication link.
3. according to claim 2 a kind of for full duplex D2D communication link interference elimination method in the band of cellular network, it is characterized in that: described power weights omega 1and ω 2solve and obtain: according to formula x 21e j θy 2+ ω 2s 2, launched by radiating circuit; Described channel gain h 12, h 23uSER2 can directly obtain, described channel gain h 13fed back by USER3.
CN201510890999.6A 2015-12-07 2015-12-07 In-band full duplex D2D communication link interference elimination method used for cellular network Pending CN105554805A (en)

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CN106255133B (en) * 2016-08-05 2019-11-22 桂林电子科技大学 A kind of energy efficiency optimization method based on full duplex bi-directional relaying D2D network
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CN108551351A (en) * 2018-04-13 2018-09-18 中国科学院微电子研究所 Method and device for suppressing narrow-band interference
CN108551351B (en) * 2018-04-13 2020-08-04 中国科学院微电子研究所 Method and device for suppressing narrow-band interference
CN109219026A (en) * 2018-11-13 2019-01-15 西安交通大学 The D2D transmission method eliminated in uplink relay network based on energy capture and interference
CN109219026B (en) * 2018-11-13 2020-11-10 西安交通大学 D2D transmission method based on energy capture and interference cancellation in uplink relay network
CN110149627A (en) * 2019-04-22 2019-08-20 西北工业大学 The method of emergency communication system wireless energy supply D2D communication security based on deep learning
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WO2021035443A1 (en) * 2019-08-23 2021-03-04 Oppo广东移动通信有限公司 Device discovery method, terminal device and storage medium
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