Title :
An MDP-based model for optimal relay selection in OFDMA cooperative networks
Author :
Ali, Najah A Abu ; Taha, Abd-Elhamid M.
Author_Institution :
Fac. of Inf. Technol., UAE Univ., Al-Ain, United Arab Emirates
Abstract :
In this paper we present a joint resource allocation and optimal relay selection scheme that meets the data rate QoS requirement of traffic in OFDMA networks. The proposed scheme selects the relay that best utilizes the attainable data rate for all subcarriers, as opposed to existing works which are based on selecting the optimal relay independently per single subcarrier. The scheme is further designed as a finite horizon Markov Decision Process (MDP). Simulation results show that the proposed scheme outperforms representative existing schemes in terms of the network total throughput and end-to-end outage probability.
Keywords :
Markov processes; OFDM modulation; cooperative communication; frequency division multiple access; probability; quality of service; MDP-based model; OFDMA cooperative networks; data rate QoS requirement; end-to-end outage probability; finite horizon MDP; finite horizon Markov decision process; joint resource allocation-optimal relay selection scheme; network throughput; Convergence; Harmonic analysis; Joints; Quality of service; Random variables; Relays; Resource management;
Conference_Titel :
Communications (ICC), 2012 IEEE International Conference on
Conference_Location :
Ottawa, ON
Print_ISBN :
978-1-4577-2052-9
Electronic_ISBN :
1550-3607
DOI :
10.1109/ICC.2012.6364264