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 language | English |
---|---|
Pages (from-to) | 4772-4784 |
Number of pages | 13 |
Journal | IEEE Transactions on Signal Processing |
Volume | 56 |
Issue number | 10 I |
DOIs | |
Publication status | Published - 2008 |
Externally published | Yes |
Keywords
- Beamforming
- Cooperative communication
- Relay networks
- Sensor networks