CN104918257B - Relaying cooperation isomery cellular network D2D communication resource allocation methods - Google Patents

Relaying cooperation isomery cellular network D2D communication resource allocation methods Download PDF

Info

Publication number
CN104918257B
CN104918257B CN201510233567.8A CN201510233567A CN104918257B CN 104918257 B CN104918257 B CN 104918257B CN 201510233567 A CN201510233567 A CN 201510233567A CN 104918257 B CN104918257 B CN 104918257B
Authority
CN
China
Prior art keywords
phone user
communications
frequency range
achievable rate
communication
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.)
Expired - Fee Related
Application number
CN201510233567.8A
Other languages
Chinese (zh)
Other versions
CN104918257A (en
Inventor
郑东
何晨
蒋铃鸽
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.)
Shanghai Jiaotong University
Original Assignee
Shanghai Jiaotong University
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 Shanghai Jiaotong University filed Critical Shanghai Jiaotong University
Priority to CN201510233567.8A priority Critical patent/CN104918257B/en
Publication of CN104918257A publication Critical patent/CN104918257A/en
Application granted granted Critical
Publication of CN104918257B publication Critical patent/CN104918257B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W16/00Network planning, e.g. coverage or traffic planning tools; Network deployment, e.g. resource partitioning or cells structures
    • H04W16/02Resource partitioning among network components, e.g. reuse partitioning
    • H04W16/10Dynamic resource partitioning
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W52/00Power management, e.g. TPC [Transmission Power Control], power saving or power classes
    • H04W52/02Power saving arrangements
    • H04W52/0209Power saving arrangements in terminal devices
    • H04W52/0212Power saving arrangements in terminal devices managed by the network, e.g. network or access point is master and terminal is slave
    • H04W52/0219Power saving arrangements in terminal devices managed by the network, e.g. network or access point is master and terminal is slave where the power saving management affects multiple terminals
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W52/00Power management, e.g. TPC [Transmission Power Control], power saving or power classes
    • H04W52/02Power saving arrangements
    • H04W52/0209Power saving arrangements in terminal devices
    • H04W52/0225Power saving arrangements in terminal devices using monitoring of external events, e.g. the presence of a signal
    • H04W52/0235Power saving arrangements in terminal devices using monitoring of external events, e.g. the presence of a signal where the received signal is a power saving command
    • 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

Landscapes

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

Abstract

The present invention discloses a kind of relaying cooperation isomery cellular network D2D communication resource allocation methods, including acquiring when n-th of phone user takes Q (n) communication patterns, the attainable maximum achievable rate threshold value of D2D communications institute in n-th of frequency rangeAccording toJudge that can the frequency spectrum resource that D2D communications are chosen meet system service quality requirement;The achievable rate target that D2D communications are assigned in n-th of frequency range when n-th of phone user of co-allocation takes communication pattern Q (n)And determine the communication pattern Q (n) of n-th of phone user;Seek the total transmission power P of systemtotal.The present invention can optimize the communication pattern of each phone user in the optimal achievable rate target and determining system of the transmission power of phone user and D2D user, D2D user in each frequency range simultaneously.Compared to traditional resource allocation methods, this method can save the total power consumption of system while phone user and D2D user's achievable rate is ensured, can more meet the requirement of green communications.

Description

Relaying cooperation isomery cellular network D2D communication resource allocation methods
Technical field
The present invention relates to a kind of method of wireless communication technology field, specifically a kind of relaying cooperation isomery Cellular Networks Network D2D (Device-to-Device) communication resource allocation method.
Background technology
In order to meet the demand of the multimedia equipment sharply increased and service to frequency spectrum resource and data rate, wireless network Start evolution towards heterogeneous network.With the fast development of mobile communication, multimedia equipment is sharply increased with service so that small Area's base station movement flow load exponential type rises, not only so that mobile network becomes congestion, while can also aggravate the energy consumption of equipment. Real intermediate frequency spectrum resource is limited, and equipment energy consumption is limited, and how effectively increasing the availability of frequency spectrum, reducing energy consumption will be a research Emphasis.
Traditional cellular communication modes have been difficult to efficiently solve the above problem, thus the concept of the D2D communication technologys in It is introduced in LTE network within 2009.D2D communications can effectively be delayed by establishing the direct transmission link without base station The mobile flow load of base station is solved, reduces the energy expenditure of mobile network.By the way that D2D communication users is allowed to be multiplexed the frequency of phone user Spectrum resource, being capable of effectively performances such as lifting system handling capacity, spectrum efficiency using D2D short haul connection advantages.However, its The interference problem of introducing is that wireless system primarily solves the problems, such as.Power control is to realize that isomery cellular network intermediate frequency spectrum resource is total to A kind of key technology enjoyed, by the power for reasonably controlling phone user and D2D user so that when D2D communication access honeycombs When user authorizes frequency range, D2D communications can not influence the interference generated each other with cellular communication the normal communication of other side.
In addition, introducing relay node in cell edge, it can effectively alleviate Cell Edge User and base station communication hardly possible Problem, and the load of base station can be alleviated.With the development of relaying technique, and it is applied to current network more and more widely, Equipment power dissipation can be significantly decreased, cell coverage area is improved, increases transmission rate etc..
The resource allocation methods taken in traditional isomery cellular network D2D communications, are largely built upon and only ensure In the premise of single phone user's service quality (Quality of Service, QoS) or D2D communications QoS, to maximize The targets such as the total rate or spectral multiplexing rate of D2D communications, at this time D2D communications need to remain maximum transmission power transmission number According to.Obviously, so QoS that can not ensure phone user and D2D user simultaneously, is also unsatisfactory for the requirement of green communications.
Also some traditional cellular networks only considered the feelings of a pair of of D2D communications and phone user's share spectrum resources Condition.However, in the actual environment, the number of phone user is significantly larger than D2D user, if a pair of D2D communications can only be multiplexed one The frequency spectrum resource of a phone user, it is clear that the waste of frequency spectrum resource can be caused.
Phone user, D2D user, base station are included simultaneously and is relayed such a more moreover, few cellular networks meet Layer heterogeneous network model.
Invention content
The uplink isomery cellular network mould that the present invention coexists for a base station, fixed relay, phone user and D2D user Type, it is proposed that one kind is based on optimal power allocation and cellular subscriber communications pattern (base station communication mode or relaying cooperation pattern) The resource allocation methods of selection.The present invention allows frequency spectrum resources of the single D2D to the multiple phone users of multiplexing, based on allocated On frequency spectrum resource, while ensureing minimum achievable rate demand in phone user and D2D user's one-segment, to make full use of D2D The advantage of short haul connection so that D2D user meets a total achievable rate threshold requirement on the frequency spectrum resource of all multiplexings, By co-allocation D2D user, achievable rate target and cellular subscriber communications model selection are entire to optimize in each frequency range The total power consumption of system.The present invention can optimize the transmission power of phone user and D2D user, D2D user in each frequency range simultaneously On optimal achievable rate target and determining system in each phone user communication pattern.Compared to traditional resource allocation Method, this method can save the total power consumption of system while phone user and D2D user's achievable rate is ensured, can more meet The requirement of green communications.
The present invention is achieved by the following technical solutions.
According to a kind of relaying cooperation isomery cellular network D2D communication resource allocation methods provided by the invention, including as follows Step:
Step 1:It obtainsWhereinIt represents when n-th of phone user takes communication pattern Q (n), D2D communications The attainable maximum achievable rate threshold value of institute in n-th of frequency range;
Step 2:According toJudge that can the frequency spectrum resource that D2D communications are chosen meet system service quality requirement;
Step 3:D2D communications distribute in n-th of frequency range when n-th of phone user of co-allocation takes communication pattern Q (n) The achievable rate target arrivedAnd determine the communication pattern Q (n) of n-th of phone user;
Step 4:Seek the total transmission power P of systemtotal
Preferably, the step 3 specifically includes following sub-step:
Step 3.1:Initialize the initial communication pattern Q (n) of each phone user;
Step 3.2:Initialize λ1And λ2, and define weighting function wQ(n),n
Step 3.3:Determine n-th of phone user in achievable rate targetUnder communication pattern Q (n);
Step 3.4:Cycle solves achievable rate threshold targetsAnd the communication pattern Q (n) of n-th of phone user.
It is describedFor when n-th of phone user takes Q (n) communication patterns, D2D communications institute's energy in n-th of frequency range The maximum achievable rate threshold value reached is acquired according to cellular communication in one-segment and the minimum achievable rate threshold requirement of D2D communicationsExpression formula is as follows:
Wherein, n=1,2 ..., N, N represent phone user's sum;ForCorresponding SINR, gd,Represent n-th of phone user using cellular link channel gain, D2D chains under communication pattern Q (n) respectively Path channels gain, the link channel gain of phone user's n to D2D communication receivers, D2D transmitting terminals connect to n-th of phone user The link channel gain of receiving end;Q (n)={ 1,2 }, Q (n)=1, Q (n)=2 represent that n-th of phone user is led to using base station respectively Letter pattern, relaying cooperation pattern, and assume that n-th of phone user uses n-th of frequency range;To be adopted as n-th of phone user During with communication pattern Q (n), minimum achievable rate threshold value of the D2D communications in n-th of frequency rangeCorresponding SINR, and n-th Minimum achievable rate threshold value of the D2D communications in n-th of frequency range when a phone user uses relaying cooperation patternIt is n-th Minimum achievable rate threshold value of the D2D communications in n-th of frequency range when phone user uses base station communication modeTwice,
Preferably, it is described in step 2, according toJudge that can the frequency spectrum resource that D2D communications are chosen meet system The judgment criterion expression formula of QoS requirement is as follows:
If meeting above formula, show to meet QoS requirement;Wherein,Represent D2D communications in n-th of frequency range Minimum achievable rate threshold value,Represent D2D communications maximum attainable total achievable rate in N number of frequency range of all multiplexings,Represent D2D communications total achievable rate threshold value in N number of frequency range of all multiplexings;It represents in different cellular communication moulds Value maximum in bracket is chosen under formula Q (n).
Preferably, the initial communication pattern Q (n) for each phone user being initialized in the step 3.1 meets following criterion:
λ is initialized in the step 3.21And λ2Meet following criterion:Wherein, λ1、λ2 A respectively selected smaller, larger Lagrange multiplier;R (λ) is represented in λ Under value, total achievable rate for being distributed in all N number of frequency ranges of D2D communications;Weight letter for definition Number,It is distributed for D2D communications when taking cellular communication modes Q (n) based on n-th of phone user in n-th of frequency range The achievable rate target arrived is the variable about Lagrange multiplier λ,Expression formula be:
Wherein,
Represent that n-th of phone user uses minimum SINR threshold values of the communication pattern Q (n) in n-th of frequency range, on Mark -1 represents -1 power, N0Represent system noise;It is used under cellular communication modes Q (n) for n-th of phone user, D2D allocation of communications to n-th of frequency range on SINR targets, be the variable about Lagrange multiplier λ, and need to meet:Wherein,For minimum achievable rate threshold value of the D2D communications in n-th of frequency rangeIt is corresponding SINR value;It is respectively correspondingUnder Q (n), n-th of phone user, D2D user in n-th of frequency range Optimal transmission power,Expression formula be:
N-th of phone user is in achievable rate threshold value in the step 3.3Under communication pattern Q (n) really It fixes, is:
I.e. n-th of phone user is correspondingLower choose of value makes wQ(n),nIt is worth minimum communication pattern Q (n), wherein
Achievable rate threshold targets in the step 3.4And the communication pattern Q (n) of n-th of phone user is followed Ring solves criterion:
IfCorresponding Q (n) is returned,λ*, and go to step 4;Otherwise, ifEnable λ2=λ, and return to step 3.3;IfEnable λ1=λ, and return to step 3.3;
R (λ) represented under λ value, total achievable rate for being distributed in all N number of frequency ranges of D2D communications;ε represents dichotomy Precision;It represents when n-th of phone user takes communication pattern Q (n), D2D communications divide in n-th of frequency range The optimal achievable rate threshold value matched, is about Lagrange multiplier λ*Variable;λ*Represent the optimal glug for stopping obtaining during cycle Bright day multiplier.
The PtotalFor the total transmission power of system, expression formula is:
Wherein,WithIt is illustrated respectively in obtained best Lagrange multiplier λ*Under Q (n), The optimal transmission power of n-th of phone user, D2D user in n-th of frequency range.
Compared with prior art, the present invention has following advantageous effect:
The present invention can optimize the transmission power of phone user and D2D user, D2D user in each frequency range most simultaneously The communication pattern of each phone user in eukodal rate target and determining system.Compared to traditional resource allocation methods, This method can save the total power consumption of system while phone user and D2D user's achievable rate is ensured, can more meet green The requirement of communication.
Description of the drawings
Fig. 1 is flow chart of the present invention;
Fig. 2 is the present invention in the total achievable rate demand of D2D communicationsIt is entire when increasing to 46bps/Hz from 30bps/Hz System power dissipation and D2D communication power consumption figures;
Fig. 3 is for the present invention in D2D communication distances from system when increasing to 30 meters for 10 meters and D2D communication power consumption figures;
Fig. 4 for the present invention based on the phone user's group being stepped up to base station distance from group 1 to the single-frequency of group 10 System is averaged total power consumption figure in section.
Specific embodiment
It elaborates below in conjunction with the accompanying drawings to the embodiment of the present invention:The present embodiment using technical solution of the present invention before It puts and is implemented, give detailed embodiment and specific operating process, but protection scope of the present invention is not limited to down The embodiment stated.
The present embodiment is the D2D Resource Allocation Formulas based on relaying cooperation and power control, and system noise is spectral density It is the zero-mean additive white Gaussian noise of -174dBm/Hz, the distance for being relayed to base station is 400 meters, and channel model considers simple Path loss model:G=d.Wherein, g represent channel gain, d represent distance, α represent the weak index in path, here choose α= 3。
The present embodiment includes the following steps:
Step 1:It obtainsWhereinIt represents when n-th of phone user takes communication pattern Q (n), D2D communications The attainable maximum achievable rate threshold value of institute in n-th of frequency range, it is minimum reachable according to cellular communication in one-segment and D2D communications It is as follows that rate-valve value demand acquires its expression formula:
Wherein, n=1,2 ..., N, N represent phone user's sum;ForCorresponding SINR, gd,Represent n-th of phone user using honeycomb chain under communication pattern Q (n) respectively Path channels gain, D2D link channel gains, the link channel gain of n-th of phone user to D2D communication receivers, D2D are sent Hold the link channel gain to n-th of phone user's receiving terminal;Q (n)={ 1,2 }, Q (n)=1, Q (n)=2 represent n-th respectively A phone user assumes that n-th of phone user uses n-th of frequency range using base station communication mode, relaying cooperation pattern; For when n-th phone user uses communication pattern Q (n), D2D communicates the minimum achievable rate threshold value in n-th of frequency rangeCorresponding SINR, and n-th of phone user can using minimum of the D2D communications in n-th of frequency range during relaying cooperation pattern Up to rate-valve valueIt is that minimum of the D2D communications in n-th of frequency range is reachable when n-th of phone user uses base station communication mode Rate-valve valueTwice,
Step 2:According toJudge that can the frequency spectrum resource that D2D communications are chosen meet system service quality requirement, Judgment criterion is:
If meeting above formula, show to meet QoS requirement;Wherein,Represent D2D communications in n-th of frequency range Minimum achievable rate threshold value,Represent that D2D communications are maximum attainable total up to speed in N number of frequency range of all multiplexings Rate,Represent D2D communications total achievable rate threshold value in N number of frequency range of all multiplexings;Expression is led in different honeycombs Value maximum in bracket is chosen under letter pattern Q (n).
Step 3:D2D communications distribute in n-th of frequency range when n-th of phone user of co-allocation takes communication pattern Q (n) The achievable rate target arrivedAnd determine the communication pattern Q (n) of n-th of phone user, including sub-step specific as follows Suddenly:
Step 3.1:The initial communication pattern Q (n) of each phone user is initialized, needs the following institute of criterion met Show:
Step 3.2:Initialize λ1And λ2, and define weighting function wQ(n),n, λ1And λ2Initialization criterion it is as follows:Wherein, λ1、λ2Respectively selected one smaller, a larger Lagrange multiplies Son;R (λ) represented under λ value, total achievable rate for being distributed in all N number of frequency ranges of D2D communications;For the weighting function of definition,N-th of bee is based in n-th of frequency range for D2D communications Nest user takes the achievable rate target being assigned to during cellular communication modes Q (n), is the variable about Lagrange multiplier λ,Expression formula be:
Wherein,
Represent that n-th of phone user uses minimum SINR threshold values of the communication pattern Q (n) in n-th of frequency range, on Mark -1 represents -1 power, N0Represent system noise;It is used under cellular communication modes Q (n) for n-th of phone user, D2D allocation of communications to n-th of frequency range on SINR targets, be the variable about Lagrange multiplier λ, and need to meet:Wherein,For minimum achievable rate threshold value of the D2D communications in n-th of frequency rangeIt is corresponding SINR value;It is respectively correspondingUnder Q (n), n-th of phone user, D2D user in n-th of frequency range Optimal transmission power,Expression formula be:
Step 3.3:Determine n-th of phone user in achievable rate threshold valueUnder communication pattern Q (n), really It fixes, is:
I.e. n-th of phone user is correspondingLower choose of value makes wQ(n),nIt is worth minimum communication pattern Q (n), wherein
Step 3.4:Cycle solves achievable rate threshold targetsAnd the communication pattern Q (n) of n-th of phone user, Its cycle criterion is:
IfCorresponding Q (n) is returned,λ*, and go to step 4;Otherwise, ifEnable λ2=λ, and return to step 3.3;IfEnable λ1=λ, and return to step 3.3;
R (λ) represented under λ value, total achievable rate for being distributed in all N number of frequency ranges of D2D communications;ε represents dichotomy Precision;It represents when n-th of phone user takes communication pattern Q (n), D2D communications divide in n-th of frequency range The optimal achievable rate threshold value matched, is about Lagrange multiplier λ*Variable;λ*Represent the optimal glug for stopping obtaining during cycle Bright day multiplier.
Step 4:Seek the total transmission power P of systemtotal, PtotalExpression formula it is as follows:
In the present embodiment, Fig. 2 is optimal case, suboptimal design and justice based on the total achievable rate threshold value of D2D communications The power consumption that property scheme obtains.Wherein, optimal case is the present embodiment method;Suboptimal design is a kind of feelings of the present embodiment method Condition, i.e., all phone users take base station communication mode;Fairness scheme is to divide equally D2D as far as possible in each frequency range to lead to Total achievable rate threshold requirement of letter;Fig. 3 is that the optimal case based on D2D communication distances, suboptimal design and fairness scheme obtain The power consumption arrived.By Fig. 2 and Fig. 3 as it can be seen that this embodiment scheme performance is significantly larger than suboptimal design and fairness scheme.Fig. 4 is base System is average total in the one-segment obtained in the phone user's group being stepped up to base station distance in optimal case and suboptimal design Power consumption.The distance of s-th of phone user's group to base station is (50 (s-1), 50s) rice.It can be energy saving from relaying cooperative approach power consumption It is found in chart of percentage comparison, is in frequency range where this embodiment scheme can greatly reduce relay node surrounding cells user group System total power consumption.
Specific embodiments of the present invention are described above.It is to be appreciated that the invention is not limited in above-mentioned Particular implementation, those skilled in the art can make various deformations or amendments within the scope of the claims, this not shadow Ring the substantive content of the present invention.

Claims (2)

1. a kind of relaying cooperation isomery cellular network D2D communication resource allocation methods, which is characterized in that including following specific step Suddenly:
Step 1:It obtainsWhereinIt represents when n-th of phone user takes communication pattern Q (n), D2D communicates the The attainable maximum achievable rate threshold value of institute in n frequency range;N=1,2, N, N represent phone user's sum;
Step 2:According toJudge that can the frequency spectrum resource that D2D communications are chosen meet system service quality requirement;
Step 3:D2D communications are assigned in n-th of frequency range when n-th of phone user of co-allocation takes communication pattern Q (n) Achievable rate targetAnd determine the communication pattern Q (n) of n-th of phone user;
Step 4:Seek the total transmission power P of systemtotal
It is acquired according to cellular communication in one-segment and the minimum achievable rate threshold requirement of D2D communicationsExpression formula is as follows:
Wherein,ForCorresponding SINR, N-th of bee is represented respectively Nest user uses cellular link channel gain, D2D link channel gains, n-th of phone user under communication pattern Q (n) to lead to D2D Believe the link channel gain of receiving terminal, the link channel gain of D2D transmitting terminals to n-th of phone user's receiving terminal;Q (n)=1, 2 }, Q (n)=1, Q (n)=2 represent n-th phone user using base station communication mode, relaying cooperation pattern respectively, and assume the N phone user uses n-th of frequency range;For when n-th of phone user uses communication pattern Q (n), D2D communicates n-th Minimum achievable rate threshold value in a frequency rangeCorresponding SINR, and when n-th phone user uses relaying cooperation pattern Minimum achievable rate threshold value of the D2D communications in n-th of frequency rangeWhen being that n-th of phone user uses base station communication mode Minimum achievable rate threshold value of the D2D communications in n-th of frequency rangeTwice,
In step 2, can judge the frequency spectrum resource of D2D communication selections meet the judgment criterion expression of system service quality requirement Formula is as follows:
If meeting above formula, show to meet QoS requirement;Wherein,Represent minimum of the D2D communications in n-th of frequency range Achievable rate threshold value,Represent D2D communications maximum attainable total achievable rate in N number of frequency range of all multiplexings, Represent D2D communications total achievable rate threshold value in N number of frequency range of all multiplexings;It represents in different cellular communication modes Q (n) value maximum in bracket is chosen under;
The step 3 specifically comprises the following steps:
Step 3.1:The initial communication pattern Q (n) of each phone user is initialized, the initialization criterion of Q (n) is:
Step 3.2:Initialize λ1And λ2, λ1、λ2A respectively selected smaller, larger Lagrange multiplier, And define weighting function wQ(n),n
Wherein, λ represents Lagrange multiplier;
Initialize λ1And λ2Meet following criterion:Wherein,R(λ) It represents under λ value, total achievable rate that D2D communications distribute in all N number of frequency ranges;It is that D2D communicates in n-th of frequency The achievable rate target being assigned to during cellular communication modes Q (n) is taken based on n-th of phone user in section, is bright about glug The variable of day multiplier λ,Expression formula be:
Wherein,
Represent n-th of phone user using minimum SINR threshold values of the communication pattern Q (n) in n-th of frequency range, -1 table of subscript Show -1 power, N0Represent system noise;It is that n-th of phone user is used under cellular communication modes Q (n), D2D communications The SINR targets in n-th of frequency range being assigned to, are the variables about Lagrange multiplier λ, and need to meet:Wherein,For minimum achievable rate threshold value of the D2D communications in n-th of frequency rangeIt is corresponding SINR value;It is respectively correspondingUnder Q (n), n-th of phone user, D2D user in n-th of frequency range Optimal transmission power,Expression formula be:
Step 3.3:Determine n-th of phone user in achievable rate targetUnder communication pattern Q (n), Q (n) is really It fixes, is:
I.e. n-th of phone user is correspondingLower choose of value makes wQ(n),nIt is worth minimum communication pattern Q (n), wherein
Step 3.4:Cycle solves achievable rate threshold targetsAnd the communication pattern Q (n) of n-th of phone user, cycle Criterion is:
IfCorresponding Q (n) is returned,λ*, and go to step 4;Otherwise, if Enable λ2=λ, and return to step 3.3;IfEnable λ1=λ, and return to step 3.3;
R (λ) represented under λ value, total achievable rate for being distributed in all N number of frequency ranges of D2D communications;ε represents the precision of dichotomy;It represents when n-th of phone user takes communication pattern Q (n), D2D communications are distributed most in n-th of frequency range Eukodal rate-valve value is about Lagrange multiplier λ*Variable;λ*The optimal Lagrange for representing to stop obtaining during cycle multiplies Son.
2. relaying cooperation isomery cellular network D2D communication resource allocation methods according to claim 1, which is characterized in that PtotalFor the total transmission power of system, expression formula is:
Wherein,WithIt is illustrated respectively in obtained best Lagrange multiplier λ*Under Q (n), n-th The optimal transmission power of n-th of phone user, D2D user in frequency range.
CN201510233567.8A 2015-05-08 2015-05-08 Relaying cooperation isomery cellular network D2D communication resource allocation methods Expired - Fee Related CN104918257B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510233567.8A CN104918257B (en) 2015-05-08 2015-05-08 Relaying cooperation isomery cellular network D2D communication resource allocation methods

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510233567.8A CN104918257B (en) 2015-05-08 2015-05-08 Relaying cooperation isomery cellular network D2D communication resource allocation methods

Publications (2)

Publication Number Publication Date
CN104918257A CN104918257A (en) 2015-09-16
CN104918257B true CN104918257B (en) 2018-07-03

Family

ID=54086863

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510233567.8A Expired - Fee Related CN104918257B (en) 2015-05-08 2015-05-08 Relaying cooperation isomery cellular network D2D communication resource allocation methods

Country Status (1)

Country Link
CN (1) CN104918257B (en)

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105554816A (en) * 2015-12-14 2016-05-04 西安邮电大学 Load balancing method based on D2D (Device-to-Device) communication mechanism under heterogeneous network
CN106170140A (en) * 2016-08-31 2016-11-30 电子科技大学 A kind of D2D cooperation transmission method minimizing system power dissipation
CN107071887B (en) * 2017-03-07 2019-11-12 重庆邮电大学 The online Poewr control method of small cell in a kind of energy acquisition isomery cellular network
CN107465479A (en) * 2017-04-14 2017-12-12 重庆信科设计有限公司 A kind of multiple cell D2D Communication Jamming management methods assisted based on relaying
CN107347187B (en) * 2017-06-16 2020-01-07 厦门大学 Energy consumption optimization method for D2D link under non-full-time sharing condition
CN110049473B (en) * 2019-04-18 2021-08-10 电子科技大学 Joint wireless channel allocation and power control method for relay enhanced D2D communication
CN110290510A (en) * 2019-05-07 2019-09-27 天津大学 Support the edge cooperation caching method under the hierarchical wireless networks of D2D communication
CN110621007B (en) * 2019-08-30 2022-12-16 凯里学院 Multi-cell D2D spectrum resource allocation method

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102083138A (en) * 2011-01-14 2011-06-01 北京邮电大学 Method for simultaneously multiplexing multiple cellular user resources by D2D (Device-to-Device) user pair
CN103533529A (en) * 2013-10-15 2014-01-22 北京邮电大学 Resource reuse method and system for improving energy efficiency of D2D (device-to-device) system
CN104105158A (en) * 2014-07-08 2014-10-15 西安交通大学 Relay selection method based on D2D relay communication

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102083138A (en) * 2011-01-14 2011-06-01 北京邮电大学 Method for simultaneously multiplexing multiple cellular user resources by D2D (Device-to-Device) user pair
CN103533529A (en) * 2013-10-15 2014-01-22 北京邮电大学 Resource reuse method and system for improving energy efficiency of D2D (device-to-device) system
CN104105158A (en) * 2014-07-08 2014-10-15 西安交通大学 Relay selection method based on D2D relay communication

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
Mode Selection for Device-to-Device (D2D);Ziyang Liu et al.;《Communications (ICC)》;20120615;全文 *
Resource Sharing of Underlaying Device-to-Device and;Jiaheng Wang et al.;《IEEE Communications Letters》;20130430;第17卷(第6期);全文 *

Also Published As

Publication number Publication date
CN104918257A (en) 2015-09-16

Similar Documents

Publication Publication Date Title
CN104918257B (en) Relaying cooperation isomery cellular network D2D communication resource allocation methods
Hossain et al. Evolution toward 5G multi-tier cellular wireless networks: An interference management perspective
CN104105158B (en) A kind of relay selection method based on D2D trunking traffics
Wu et al. Recent advances in energy-efficient networks and their application in 5G systems
Marcano et al. Impact of NOMA on network capacity dimensioning for 5G HetNets
Raaf et al. Vision for beyond 4G broadband radio systems
CN103889061B (en) D2D user resource distribution method based on multicarrier communication
Zhang et al. Beyond coexistence: Traffic steering in LTE networks with unlicensed bands
CN104717755B (en) The down frequency spectrum resources distribution method of D2D technology is introduced in a kind of cellular network
CN103260244B (en) D2D uplink resource multiplexing mode switching method in a kind of cellular system
CN105451322B (en) A kind of channel distribution and Poewr control method based on QoS in D2D network
CN106358308A (en) Resource allocation method for reinforcement learning in ultra-dense network
Zhu et al. QoS-based resource allocation scheme for device-to-device (D2D) radio underlaying cellular networks
CN103379502B (en) The frequency spectrum resource allocation method of D2D technology is introduced in a kind of cellular network
CN108600999B (en) FD-D2D joint optimization method based on channel allocation and power control
Ahmad et al. Quality-of-service aware game theory-based uplink power control for 5G heterogeneous networks
CN109451571B (en) Joint resource allocation method in NOMA relay system
CN107708157A (en) Intensive small cell network resource allocation methods based on efficiency
Shah et al. System capacity analysis for ultra-dense multi-tier future cellular networks
Mugume et al. Sleep mode mechanisms in dense small cell networks
CN106714093A (en) Cellular and D2D (Device-to-Device) communication combined user access and slice partitioning method
CN102143588A (en) Resource-allocating method for multi-user multi-relay communication system
CN104918207B (en) More D2D communication resource allocation methods based on frequency spectrum resource distribution in heterogeneous network
Luong et al. Energy-efficient WiFi offloading and network management in heterogeneous wireless networks
CN105554816A (en) Load balancing method based on D2D (Device-to-Device) communication mechanism under heterogeneous network

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20180703

Termination date: 20210508