Title :
Leveraging Multi-User Diversity, Channel Diversity and Spatial Reuse for Efficient Scheduling in Wireless Relay Networks
Author :
Wan, Shen ; Tang, Jian ; Mumey, Brendan ; Wolff, Richard S. ; Zhang, Weiyi
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Syracuse Univ., Syracuse, NY, USA
Abstract :
Relay stations can be deployed in a wireless network to extend its coverage and improve its capacity. In this paper, we study a scheduling problem in OFDMA-based wireless relay networks with consideration for multi-user diversity, channel diversity and spatial reuse. First, we present a Mixed Integer Linear Programming (MILP) formulation to provide optimum solutions. It has been shown by previous research that performance of a wireless scheduling algorithm is usually related to the interference degree delta, which is the maximum number of links that interfere with a common link but do not interfere with each other. Therefore, we then show that the interference degree delta is at most 4 for any 2-hop relay network and 14 for any general h-hop (h >; 1) relay network. Furthermore, we present a simple greedy algorithm for the scheduling problem and show it has an approximation ratio of 1/(1+δ), which leads to an approximation ratio of 1/5 for the 2-hop case and 1/15} for the general case. In addition, we present three heuristic algorithms, namely, the weighted degree greedy algorithm, the Maximum Weighted Independent Set (MWIS) algorithm and the Linear Programming (LP) rounding algorithm, to solve the scheduling problem. Extensive simulation results have showed that the LP rounding algorithm performs best and always provides close-to-optimum solutions. The performance of the simple greedy algorithm is comparable to that of the other algorithms.
Keywords :
OFDM modulation; approximation theory; diversity reception; frequency division multiple access; greedy algorithms; integer programming; interference (signal); linear programming; multiuser channels; radio networks; scheduling; LP rounding algorithm; MILP formulation; MWIS algorithm; OFDMA-based wireless relay networks; approximation ratio; channel diversity; close-to-optimum solutions; general h-hop relay network; heuristic algorithms; interference degree delta; linear programming rounding algorithm; maximum weighted independent set algorithm; mixed integer linear programming formulation; multiuser diversity; relay stations; scheduling problem; spatial reuse; weighted degree greedy algorithm; wireless network; wireless relay networks scheduling; wireless scheduling algorithm; Approximation algorithms; Heuristic algorithms; Interference; Relays; Scheduling algorithm; WiMAX; OFDMA; WiMAX; Wireless relay networks; scheduling;
Conference_Titel :
Mobile Adhoc and Sensor Systems (MASS), 2011 IEEE 8th International Conference on
Conference_Location :
Valencia
Print_ISBN :
978-1-4577-1345-3
DOI :
10.1109/MASS.2011.47