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| 下载次数 | 被引频次 | 阅读次数 |
由于集中式优化方案大多依赖于实时全网信息交互,通常难以适用于网络环境动态快变和缺乏相互协作的超密集认知小蜂窝网络场景.博弈论为分析分布式条件下多决策主体间的复杂决策行为提供了理论框架,已经被广泛应用于无线通信领域.论文聚焦认知小蜂窝网络中的无线资源分配问题,围绕网络多层次、高动态和强异构3个显著特征,从博弈论的视角分别给出认知小蜂窝网络中的干扰管理、接入控制和频谱接入与共享3个研究领域中的应用,对现有理论研究中所采用的博弈模型进行梳理归纳,并对模型的相关特性如博弈类型、优化目标、均衡特性等进行分析总结;最后,从当前无线通信中的研究趋势出发,给出了未来研究方向.
Abstract：The centralized optimization, which needs the global network information exchange, is not applicable for the hyper-dense cognitive small-cell networks scenario due to time-varying network environment and lack of coordination. Known as a powerful tool to analyze and predict the outcomes of interactive decision-makers in distribution manner, game theory has been widely utilized in the wireless communications. Supported by game theory, this study focused on the radio resource allocation according to the hierarchical, dynamic andheterogeneous network characteristics incognitive small-cell networks, and presented the related applications in the interference management, access control, and spectrum access and sharing. The adopted game models and properties, including game type, optimization problem and equilibriumsolutionin existing works wereexplored. Based on the current research trends in wireless communication, the future research directions are suggested.
[1]ANDREWS J G,BUZZI S,WAN C,et al.What will 5G be?[J].IEEE Journal on Selected Areas in Communications,2014,32(6):1065-1082.
[2]BHUSHAN N,LI J Y,MALLADI D,et al.Network densification:the dominant theme for wireless evolution into5G[J].IEEE Communications Magazine,2014,52(2):82-89.
[3]HAYKIN S.Cognitive radio:brain-empowered wireless communications[J].IEEE Journal on Selected Areas in Communications,2006,23(2):201-220.
[4]MITOLA J I,Jr MAGUIRE G Q.Cognitive radio:making software radios more personal[J].IEEE Personal Communications,1999,6(4):13-18.
[5]XU Y H,WANG J L,WU Q H,et al.A game-theoretic perspective on self-organizing optimization for cognitive small cells[J].IEEE Communications Magazine,2015,53(7):100-108.
[6]HAN Z,NIYATO D,SAAD W,et al.Game theory in wireless and communication networks:theory,models,and applications[M].New York:Cambridge University Press,2012.
[7]ANDREWS J G.Interference cancellation for cellular systems:a contemporary overview[J].IEEE Wireless Communications,2005,12(2):19-29.
[8]CADAMBE V R,JAFAR S A.Interference alignment and degrees of freedom of the K-user interference channel[J].IEEE Transactions on Information Theory,2008,54(8):3425-3441.
[9]FOSCHINI G,MILJANIC Z.A simple distributed autonomous power control algorithm and its convergence[J].IEEE Transactions on Vehicular Technology,1993,42(4):641-646.
[10]XIAO M B,SHROFF N B,CHONG E K P.A utilitybased power-control scheme in wireless cellular systems[J].IEEE/ACM Transactions on Networking,2003,11(2):210-221.
[11]HAN Z,LIU K J R.Noncooperative power-control game and throughput game over wireless networks[J].IEEE Transactions on Communications,2005,53(10):1625-1629.
[12]JO H S,MUN C,MOON J,et al.Interference mitigation using uplink power control for two-tier femtocell networks[J].IEEE Transactions on Wireless Communications,2009,8(10):4906-4910.
[13]CHANDRASEKHAR V,ANDREWS J G,MUHAREMOVIC T,et al.Power control in two-tier femtocell networks[J].IEEE Transactions on Wireless Communications,2009,8(8):4316-4328.
[14]SEMASINGHE P,HOSSAIN E.Downlink power control in self-organizing dense small cells underlaying macrocells:a mean field game[J].IEEE Transactions on Mobile Computing,2015,15(2):350-363.
[15]GURUACHARYA S,NIYATO D,DONG I K,et al.Hierarchical competition for downlink power allocation in OFDMA femtocell networks[J].IEEE Transactions on Wireless Communications,2013,12(4):1543-1553.
[16]KANG X,ZHANG R,MOTANI M.Price-based resource allocation for spectrum-sharing femtocell networks:a stackelberg game approach[J].IEEE Journal on Selected Areas in Communications,2011,30(3):538-549.
[17]HAN Q N,YANG B,WANG X C,et al.Hier archicalgame-based uplink power control in femtocell networks[J].IEEE Transactions on Vehicular Technology,2014,63(6):2819-2835.
[18]CHEN X F,ZHANG H G,CHEN T,et al.Improving energy efficiency in femtocell networks:a hierarchical reinforcement learning framework[C]//Proceedings of IEEE International Conference on Communications.New York:IEEE Xplore,2012:2241-2245.
[19]ZHU K,HOSSAIN E,ANPALAGAN A.Downlink power control in two-tier cellular OFDMA networks under uncertainties:a robust Stackelberg game[J].IEEE Transactions on Communications,2014,63(2):520-535.
[20]PANTISANO F,BENNIS M,SAAD W,et al.Coalition formation games for femtocell interference management:a recursive core approach[C]//Proceedings of 2011 IEEE Wireless Communications and Networking Conference(WCNC).New York:IEEE Xplore,2011:1161-1166.
[21]PANTISANO F,BENNIS M,SAAD W,et al.Interference alignment for cooperative femtocell networks:a game-theoretic approach[J].IEEE Transactions on Mobile Computing,2013,12(11):2233-2246.
[22]MA B J,CHEUNG M H,WONG V W S.Interference management for multimedia femtocell networks with coalition formation game[C]//Proceedings of 2013 IEEE International Conference on Communications.New York:IEEE Xplore,2013:6112-6117.
[23]ZHANG Z F,SONG L Y,HAN Z,et al.Coalitional games with overlapping coalitions for interference management in small cell networks[J].IEEE Transactions on Wireless Communications,2014,13(5):2659-2669.
[24]SUN C D,PENG M G,ZHANG B L,et al.A coalitional game scheme for cooperative interference management in cloud radio access networks[J].Transactions on Emerging Telecommunications Technologies,2014,25(9):954-964.
[25]SUN Y,WANG J L,SUN F G,et al.Local altruistic coalition formation game for spectrum sharing and interference management in hyper-dense cloud-RANs[J].IET Communications,2016,10(15):1914-1921.
[26]YU G D,XU Y,YIN R,et al.Interference coordination strategy based on Nash bargaining for small-cell networks[J].IET Communications,2015,9(13):1583-1590.
[27]ZHANG H J,JIANG C X,BEAULIEU N C,et al.Resource allocation for cognitive small cell networks:a cooperative bargaining game theoretic approach[J].IEEE Transactions on Wireless Communications,2015,14(6):3481-3493.
[28]GOLAUP A,MUSTAPHA M,PATANAPONGPIBUL L B.Femtocell access control strategy in UMTS and LTE[J].IEEE Communications Magazine,2009,47(9):117-123.
[29]de la ROCHE G,VALCARCE A,LPEZ-PREZ D,et al.Access control mechanisms for femtocells[J].IEEE Communications Magazine,2010,48(1):33-39.
[30]LPEZ-PREZ D,VALCARCE A,de la ROCHE G,et al.Access methods to Wi MAX femtocells:a downlink system-level case study[C]//Proceedings of 11th IEEE Singapore International Conference on Commu nication Systems,New York:IEEE Xplore,2008:1657-1662.
[31]CHEN Y J,ZHANG J,ZHANG Q.Utility-aware refunding framework for hybrid access femtocell network[J].IEEE Transactions on Wireless Communications,2012,11(5):1688-1697.
[32]SHEN F,ZHANG M,JORSWIECK E.User-centric energy aware compensation framework for hybrid macro-femtocell networks[C]//Proceedings of 2013 IEEE Global Communications Conference(GLOBECOM),December 9-13,2013,Atlanta,GA.New York:IEEE Xplore,2013:3089-3094.
[33]HAMOUDA S,ZITOUN M,TABBANE S.Win-win relationship between macrocell and femtocells for spectrum sharing in LTE-A[J].IET Communications,2014,8(7):1109-1116.
[34]LI L,WEI M H,XU C Q,et al.Rate-based pricing framework in hybrid access femtocell networks[J].IEEE Communications Letters,2015,19(9):1560-1563.
[35]SUN Y M,SUN F G,WANG J L,et al.An incentive mechanism design view in hybrid access control in small cell networks[C]//Proceedings of IEEE 83rd Vehicular Technology Conference(VTC2016-Spring),May15-18,2016,Nanjing,China.New York:IEEE Xplore,2016:1-5.
[36]LIU D T,CHEN Y,CHAI K K,et al.Performance evaluation of Nash bargaining solution based user association in Het Net[C]//Proceedings of 2013 IEEE 9th International Conference on Wireless and Mobile Computing,Networking and Communications(Wi Mob).New York:IEEE Xplore,2013:571-577.
[37]BAYAT S,LI Y H,SONG L Y,et al.Matching theory:applications in wireless communications[J].IEEE Signal Processing Magazine,2016,33(6):103-122.
[38]NAMVAR N,SAAD W,MAHAM B,et al.A contextaware matching game for user association in wireless small cell networks[C]//Proceedings of 2014 IEEE International Conference on Acoustics,Speech and Signal Processing(ICASSP),May 4-9,2014.New York:IEEE Xplore,2014:439-443.
[39]PANTISANO F,BENNIS M,SAAD W,et al.Cacheaware user association in backhaul-constrained small cell networks[C]//Proceedings of 2014 12th International Symposium on Modeling and Optimization in Mobile,Ad Hoc,and Wireless Networks.New York:IEEE Xplore,2014:37-42.
[40]BAYAT S,LOUIE R H Y,HAN Z,et al.Distributed user association and femtocell allocation in heterogeneous wireless networks[J].IEEE Transactions on Communications,2014,62(8):3027-3043.
[41]XU Y H,ANPALAGAN A,WU Q H,et al.Decisiontheoretic distributed channel selection for opportunistic spectrum access:strategies,challenges and solutions[J].IEEE Communications Surveys and Tutorials,2013,15(4):1689-1713.
[42]XU Y H,WANG J L,WU Q H,et al.Opportunistic spectrum access in cognitive radio networks:global optimization using local interaction games[J].IEEE Journal of Selected Topics in Signal Processing,2012,6(2):180-194.
[43]XU Y H,WANG J L,WU Q H,et al.Opportunistic spectrum access in unknown dynamic environment:a gametheoretic stochastic learning solution[J].IEEE Transactions on Wireless Communications,2012,11(4):1380-1391.
[44]XU Y H,WU Q H,SHEN L P,et al.Opportunistic spectrum access with spatial reuse:Graphical game and uncoupled learning solutions[J].IEEE Transactions on Wireless Communications,2013,12(10):4814-4826.
[45]XU Y H,WU Q H,WANG J L,et al.Opportunistic spectrum access using partially overlapping channels:graphical game and uncoupled learning[J].IEEE Transactions on Communications,2013,61(9):3906-3918.
[46]ILERI O,SAMARDZIJA D,MANDAYAM N B.Demand responsive pricing and competitive spectrum allocation via a spectrum server[C]//Proceedings of 2005 Frist IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks.New York:IEEE Xplore,2005:194-202.
[47]SURIS J E,DASILVA L A,HAN Z,et al.Cooperative game theory for distributed spectrum sharing[C]//Proceedings of IEEE International Conference on Communications,ICC 2007,June 24-28,2007,Glasgow,Scotland.New York:IEEE Xplore,2007:5282-5287.
[48]NIE N,COMANICIU C.Adaptive channel allocation spectrum etiquette for cognitive radio networks[J].Mobile Networks and Applications,2006,11(6):779-797.
[49]XING Y P,CHANDRAMOULI R,CORDEIRO C.Price dynamics in competitive agile spectrum access markets[J].IEEE Journal on Selected Areas in Communications,2007,25(3):613-621.
[50]NIYATO D,HOSSAIN E.Hierarchical spectrum sharing in cognitive radio:a microeconomic approach[C]//Processings of the 2007 IEEE Wireless Communications and Networking Conference.New York:IEEE Xplore,2007:3822-3826.
[51]HAN Z,PANDANA C,LIU K J R.Distributive opportunistic spectrum access for cognitive radio using correlated equilibrium and no-regret learning[C]//Proceedings of the2007 IEEE Wireless Communications and Networking Conference,March 11-15,2007,Hong Kong.New York:IEEE Xplore,2007:11-15.
[52]NIYATO D,HOSSAIN E.Market-equilibrium,competitive,and cooperative pricing for spectrum sharing in cognitive radio networks:analysis and comparison[J].IEEE Transactions on Wireless Communications,2008,7(11):4273-4283.
[53]ZHOU X,GANDHI S,SURI S,et al.e Bay in the sky:strategy-proof wireless spectrum auctions[C]//Proceedings of the 14th ACM International Conference on Mobile Computing and Networking,September 14-19,2008,San Francisco,California.New York:ACM,2008:2-13.
[54]ZHOU X,ZHENG H.TRUST:a general framework for truthful double spectrum auctions[C]//Proceedings of IEEE INFOCOM.New York:IEEE Xplore,2009:999-1007.
[55]WU F,VAIDYA N.SMALL:a strategy-proof mechanism for radio spectrum allocation[C]//Proceedings of IEEE INFOCOM.New York:IEEE Xplore,2011:81-85.
[56]LIN P,FENG X J,ZHANG Q,et al.Groupon in the air:a three-stage auction framework for spectrum group-buying[C]//Proceedings of IEEE INFOCOM.New York:IEEE Xplore,2013:2013-2021.
[57]SUN G F,FENG X X,TIAN X H,et al.Coalitional double auction for spatial spectrum allocation in cognitive radio networks[J].IEEE Transactions on Wireless Communications,2014,13(6):3196-3206.
[58]FENG X,CHEN Y,ZHANG J,et al.TAHES:a truthful double auction mechanism for heterogeneous spectrums[J].IEEE Transactions on Wireless Communications,2012,11(11):4038-4047.
[59]CHEN Y J,ZHANG J,WU K S,et al.TAMES:a truthful double auction for multi-demand heterogeneous spectrums[J].IEEE Transactions on Parallel and Distributed Systems,2014,25(11):3012-3024.
[60]SUN Y M,WU Q H,WANG J L,et al.VERACITY:overlapping coalition formation based double auction for heterogeneous demand and spectrum reusability[J].IEEE Journal on Selected Areas in Communications,2016,34(10):2690-2705.
[61]BAI B,WANG L,HAN Z,et al.Caching based sociallyaware D2D communications in wireless content delivery networks:a hypergraph framework[J].IEEE Wireless Communications,2016,23(4):74-81.
基本信息:
DOI：
中图分类号:TN929.5
引用信息:
[1]孙有铭,吴光宇.博弈理论在认知小蜂窝网络无线资源配置优化中的应用[J].南通大学学报(自然科学版),2017,16(01):1-11.
基金信息:
国家自然科学基金项目(61631020,61671473);; 江苏省杰出青年基金项目(BK20160034)