Title :
Cooperative signal processing scheme for multiple-cell based on evidence theory
Author :
Ling Qin ; Yonghua Li ; ZhiQiang He ; Jiaru Lin ; Yueming Lu
Author_Institution :
Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
Cooperative communication is the key technology for the signal processing, especially for the interference coordination. On the other hand, Dempster-Shafer (D-S) evidence theory is a branch of mathematics, which concerns the combination of some empirical evidence to construct a coherent picture of reality. To coordinate the different signal, base-stations in wireless systems are connected by a backbone network, which can help information exchange through the network between the base-stations. In this paper, we introduce the evidence theory to the problem of joint detection in the cellular cooperation networks. Taking advantage of multiple information sources, more reliable decision statistics can be achieved. Distributed multiuser detection algorithm is proposed with local passing information among neighbor base stations, and the performance is compared in terms of error rate. Simulation results verify that the proposed method outperforms conventional detection algorithms.
Keywords :
cellular radio; cooperative communication; multiuser detection; signal processing; statistics; uncertainty handling; D-S evidence theory; Dempster-Shafer evidence theory; backbone network; cellular cooperation networks; cooperative communication; cooperative signal processing; decision statistics; distributed multiuser detection algorithm; multiple cell; multiple information sources; wireless systems; Conferences; Diversity reception; Interference; Signal to noise ratio; Uncertainty; Uplink; Wireless communication; Base-Station Cooperation; Evidence Theory; Information Fusion;
Conference_Titel :
Communications and Networking in China (CHINACOM), 2013 8th International ICST Conference on
Conference_Location :
Guilin
DOI :
10.1109/ChinaCom.2013.6694672