DocumentCode
463894
Title
Minimizing Transmit-Power for Coherent Communications in Wireless Sensor Networks using Quantized Channel State Information
Author
Marques, Antonio G. ; Xing Wang ; Giannakis, Georgios
Author_Institution
Dept. of Signal Theory & Commun., Rey Juan Carlos Univ., Madrid, Spain
Volume
3
fYear
2007
fDate
15-20 April 2007
Abstract
We consider minimizing average transmit-power with finite-rate feedback for coherent communications in a wireless sensor network (WSN). where sensors communicate with a fusion center (FC) using adaptive modulation and coding over a wireless fading channel. By viewing the coherent WSN setup as a distributed space-time multi-input single-output (MISO) system, we develop beamforming and resource allocation strategies and design optimal quantizers when the sensors only have available quantized (Q-) channel state information at the transmitters (CSIT) through a finite-rate feedback channel. Numerical results reveal that our novel design based on Q-CSIT yields significant power savings even for a small number of feedback bits.
Keywords
fading channels; feedback; resource allocation; sensor fusion; wireless sensor networks; adaptive modulation and coding; coherent communications; distributed space-time multi-input single-output system; finite-rate feedback; finite-rate feedback channel; fusion center; optimal quantizers; power savings; quantized channel state information; resource allocation strategies; transmit-power; wireless fading channel; wireless sensor networks; Array signal processing; Channel state information; Fading; Feedback; Modulation coding; Resource management; Sensor fusion; Sensor systems; Transmitters; Wireless sensor networks; MISO systems; Minimum energy control; Multi-sensor systems; Optimization methods; Quantization;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location
Honolulu, HI
ISSN
1520-6149
Print_ISBN
1-4244-0727-3
Type
conf
DOI
10.1109/ICASSP.2007.366589
Filename
4217763
Link To Document