Beamforming algorithms for information relaying in wireless sensor networks

被引:28
|
作者
Abdallah, Mohamed M. [1 ]
Papadopoulos, Haralabos C. [2 ]
机构
[1] Cairo Univ, Dept Elect & Commun Engn, Giza 12613, Egypt
[2] DoCoMo USA Labs, Palo Alto, CA 94304 USA
基金
美国国家科学基金会;
关键词
beamforming; cooperative communication; relay networks; sensor networks;
D O I
10.1109/TSP.2008.923806
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We develop beamforming algorithms for information relaying over shared slowly nonselective fading channels in wireless sensor networks. We assume that, prior to beamforming their received data to a destination, the relays preprocess them by either data amplifying or decoding. The beamforming weights are broadcasted by the destination to the relays and are formed based on the individual relay-destination channel coefficients and an m-bit description of the quality of each source-relay channel. For both relay data-preprocessing models, we present methods for optimizing the m-bit quantizer employed at each relay for encoding its source-relay channel quality level, and for choosing the beamforming weights at the destination, so as optimize the destination uncoded bit error rates. As our simulations and analysis reveal, a coarse single-bit description of each source-relay channel coefficient at the destination may suffice, as it results in only a small increase in uncoded bit error rates with respect to the case where full knowledge of the source-relay channel coefficients are exploited at the destination.
引用
收藏
页码:4772 / 4784
页数:13
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