Title :
Dynamic Service Selection and Bandwidth Allocation in IEEE 802.16m Mobile Relay Networks
Author :
Zhu, Kun ; Niyato, Dusit ; Wang, Ping
Author_Institution :
Sch. of Comput. Eng., Nanyang Technol. Univ. (NTU), Singapore, Singapore
fDate :
10/1/2012 12:00:00 AM
Abstract :
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_∞ optimal control approaches are adopted for average performance and worst-case performance design, respectively.
Keywords :
H∞ control; WiMax; evolutionary computation; game theory; mobile radio; radio access networks; stochastic processes; telecommunication services; telecommunication traffic; ABS; AMS; H∞ optimal control; IEEE 802.16m mobile relay networks; advanced base station; advanced mobile stations; bandwidth allocation; closed-loop Nash equilibrium; cooperative relay network; differential game; dynamic service selection; evolutionary game; mobile broadband wireless access service; queue level; robust bandwidth allocation strategy design; service quality; stochastic optimal control; transmission mode; two-level dynamic game framework; worst-case performance design; Bandwidth; Channel allocation; Dynamic scheduling; Games; IEEE 802.16 Standards; Mobile communication; Relays; Closed-loop Nash equilibrium; Dynamic bandwidth allocation; Dynamic service selection; Relay cooperative communication; Replicator dynamics;
Journal_Title :
Selected Areas in Communications, IEEE Journal on
DOI :
10.1109/JSAC.2012.121025