Dynamic Service Selection and Bandwidth Allocation in IEEE 802.16m Mobile Relay Networks

被引:11
作者
Zhu, Kun [1 ]
Niyato, Dusit [1 ]
Wang, Ping [1 ]
机构
[1] Nanyang Technol Univ NTU, Sch Comp Engn, Singapore, Singapore
关键词
Relay cooperative communication; Dynamic service selection; Dynamic bandwidth allocation; Replicator dynamics; Closed-loop Nash equilibrium; WIMAX; QOS;
D O I
10.1109/JSAC.2012.121025
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Cooperative relay network will be supported in IEEE 802.16m to improve the coverage and performance of mobile broadband wireless access service. In this paper, we jointly consider the problem of dynamic service selection and bandwidth allocation in IEEE 802.16m mobile relay networks. Specifically, the advanced mobile stations (AMSs) perform the selection of advanced base station (ABS) and transmission mode (i.e., direct transmission or relay-cooperation transmission) for a better service quality. The ABSs allocate the bandwidth for different transmission modes to maintain the desired queue level at base stations and user distribution for satisfying performance requirements. This problem is challenging when the strategies of both ABSs and AMSs influence each other and the decisions are made dynamically. To address this problem, a two-level dynamic game framework based on an evolutionary game and a differential game is developed. Since the mobile stations can adapt their strategies according to the received service quality, the dynamic service selection is modeled as an evolutionary game at the lower level. At the upper level, a differential game is formulated for a dynamic bandwidth allocation of base stations and a closed-loop Nash equilibrium is obtained as the solution. Viewing the fluctuation of traffic flow rate as disturbance, the robust bandwidth allocation strategy design is performed. Both stochastic optimal control and H-infinity optimal control approaches are adopted for average performance and worst-case performance design, respectively.
引用
收藏
页码:1798 / 1805
页数:8
相关论文
共 19 条
  • [1] Adaptive routing strategies in IEEE 802.16 multi-hop wireless backhaul networks based on evolutionary game theory
    Anastasopoulos, Markos P.
    Arapoglou, Pantelis-Daniel M.
    Kannan, Rajgopal
    Cottis, Panayotis G.
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2008, 26 (07) : 1218 - 1225
  • [2] [Anonymous], 2000, Dynamic programming and optimal control
  • [3] Bernhard P., 1995, H-optimal control and related minimax design problems, V2nd
  • [4] Feedback-based control for providing real-time services with the 802.11e MAC
    Boggia, Gennaro
    Camarda, Pietro
    Grieco, Luigi Alfredo
    Mascolo, Saverio
    [J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 2007, 15 (02) : 323 - 333
  • [5] Chan I. K., 2008, P IEEE PIMRC
  • [6] Engwerda J., 2005, LQ dynamic optimization and differential games
  • [7] A measurement-analytic approach for QoS estimation in a network based on the dominant time scale
    Eun, DY
    Shroff, NB
    [J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 2003, 11 (02) : 222 - 235
  • [8] Fei R., 2010, P IEEE WCNC
  • [9] Evolutionary game dynamics
    Hofbauer, J
    Sigmund, K
    [J]. BULLETIN OF THE AMERICAN MATHEMATICAL SOCIETY, 2003, 40 (04) : 479 - 519
  • [10] 3-Approximation Algorithm for Joint Routing and Link Scheduling in Wireless Relay Networks
    Hong, Chi-Yao
    Pang, Ai-Chun
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2009, 8 (02) : 856 - 861