DocumentCode :
2740763
Title :
A game-theoretic approach for energy-efficient detection in radar sensor networks
Author :
Bacci, Giacomo ; Sanguinetti, Luca ; Greco, Maria S. ; Luise, Marco
Author_Institution :
Dipt. di Ing. dell´´Inf., Univ. of Pisa, Pisa, Italy
fYear :
2012
fDate :
17-20 June 2012
Firstpage :
157
Lastpage :
160
Abstract :
In this work, we propose a distributed power control algorithm able to capture the tradeoff between detection capabilities and power consumption for a radar sensor network. This is achieved by modeling the radar sensors as rational agents engaging in a noncooperative game in which the detection threshold and the transmit power are properly designed according to the Nash equilibrium solution. An iterative algorithm based on a best-response dynamics is proposed to achieve the equilibrium point and its performance is compared to that achieved by a uniform power allocation.
Keywords :
distributed control; game theory; iterative methods; power control; radar detection; Nash equilibrium solution; best response dynamics; detection threshold; distributed power control algorithm; energy efficient detection; equilibrium point; game theory; iterative algorithm; noncooperative game; power consumption; radar sensor networks; rational agents; transmit power; uniform power allocation; Clutter; Doppler radar; Radar antennas; Radar cross section; Radar detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop (SAM), 2012 IEEE 7th
Conference_Location :
Hoboken, NJ
ISSN :
1551-2282
Print_ISBN :
978-1-4673-1070-3
Type :
conf
DOI :
10.1109/SAM.2012.6250454
Filename :
6250454
Link To Document :
بازگشت