Beamforming algorithms for information relaying in wireless sensor networks

Mohamed Abdallah, Haralabos C. Papadopoulos

Research output: Contribution to journalArticle

29 Citations (Scopus)

Abstract

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.

Original languageEnglish
Pages (from-to)4772-4784
Number of pages13
JournalIEEE Transactions on Signal Processing
Volume56
Issue number10 I
DOIs
Publication statusPublished - 2008
Externally publishedYes

Fingerprint

Beamforming
Wireless sensor networks
Bit error rate
Fading channels
Decoding

Keywords

  • Beamforming
  • Cooperative communication
  • Relay networks
  • Sensor networks

ASJC Scopus subject areas

  • Signal Processing
  • Electrical and Electronic Engineering

Cite this

Beamforming algorithms for information relaying in wireless sensor networks. / Abdallah, Mohamed; Papadopoulos, Haralabos C.

In: IEEE Transactions on Signal Processing, Vol. 56, No. 10 I, 2008, p. 4772-4784.

Research output: Contribution to journalArticle

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