Title :
Outage-optimal relay selection in wireless sensor networks using fuzzy comprehensive evaluation
Author :
Yang, Wendong ; Cai, Yueming
Author_Institution :
Inst. of Commun. Eng., PLA Univ. of Sci. & Technol., Nanjing, China
Abstract :
This paper focuses on the problem of selecting the optimal common node (CN) in a wireless sensor network to serve as the relay to aid the data transmission between the cluster head (CH) and the data fusion center (DFC). Optimal relay selection with the objective of minimizing the outage probability is a difficult problem which depends on multiple factors. In this paper, an outage-optimal relay selection algorithm using fuzzy comprehensive evaluation is proposed. The algorithm takes into consideration both the channel state information and the cooperation power information of the nodes, and uses fuzzy comprehensive evaluation to select the optimal relay. The optimum fuzzy weight, which guarantees the optimality of the proposed relay selection algorithm in terms of the outage probability, is specified using general-purpose iterative methods. Simulation results show that the proposed relay selection algorithm evidently outperforms the algorithm based only on the channel state information in terms of the outage probability.
Keywords :
error statistics; fuzzy set theory; iterative methods; pattern clustering; wireless sensor networks; channel state information; cluster head; cooperation power information; data fusion center; data transmission; fuzzy comprehensive evaluation; general-purpose iterative methods; optimal common node; optimum fuzzy weight; outage probability; outage-optimal relay selection algorithm; wireless sensor networks; Algorithm design and analysis; MIMO; Protocols; Relays; Signal to noise ratio; Wireless communication; Wireless sensor networks; fuzzy comprehensive evaluation; outage probability; relay selection; wireless sensor networks;
Conference_Titel :
Wireless Communications and Signal Processing (WCSP), 2011 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4577-1009-4
Electronic_ISBN :
978-1-4577-1008-7
DOI :
10.1109/WCSP.2011.6096951