Title :
Cooperative Beamforming with Mobile Wireless Sensor Nodes: Performance Analysis and Optimal Node Locations
Author :
Zheng, Liang ; Zhang, Xian-Da
Author_Institution :
Dept. of Autom., Tsinghua Univ., Beijing, China
fDate :
12/1/2010 12:00:00 AM
Abstract :
In this paper, cooperative beamforming in the context of wireless sensor networks with random mobile nodes is analyzed. In the first part, we use two dimensional Brownian motion to model mobile nodes, which are assumed to follow Gaussian distribution at every time. The concept of overall outage probability is introduced, and its lower and upper bounds are derived theoretically. In the second part, we extend the Brownian motion to any form and prove the beampattern with minimum mainlobe as well as maximum three-dB sidelobe region can be got simultaneously, then we design a low complexity algorithm to arrange sensor node locations to produce this optimum beampattern. Simulation results show that the overall outage probability and its lower and upper bounds are in good agreement, and compared with uniform and Gaussian distribution, the beampattern produced by the algorithm has sharpest mainbeam and significantly small sidelobe peaks.
Keywords :
Brownian motion; Gaussian distribution; array signal processing; mobile communication; wireless sensor networks; Gaussian distribution; cooperative beamforming; mobile wireless sensor nodes; optimal node locations; performance analysis; two dimensional Brownian motion; Algorithm design and analysis; Array signal processing; Gaussian distribution; Markov processes; Mobile communication; Upper bound; Wireless sensor networks; Cooperative beamforming; beampattern; mobile environment; random array; wireless sensor networks;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2010.093010.100001A