Title :
Order-Optimal Data Aggregation in Regular Wireless Sensor Networks
Author :
Barton, Richard J. ; Zheng, Rong
Author_Institution :
NASA Johnson Space Center, Houston, TX, USA
Abstract :
The predominate traffic patterns in a wireless sensor network are many-to-one and one-to-many communication. Hence, the performance of wireless sensor networks is characterized by the rate at which data can be disseminated from or aggregated to a data sink. In this paper, the problem of data aggregation at a single sink is considered. It is shown that a data aggregation rate of Θ(logn/n) per node is optimal and that this rate can be achieved in regular wireless sensor networks using a generalization of cooperative beamforming called cooperative time-reversal communication.
Keywords :
array signal processing; computational complexity; data communication; telecommunication traffic; wireless sensor networks; cooperative beamforming; cooperative time-reversal communication; data sink; many-to-one communication; one-to-many communication; order-optimal data aggregation; predominate traffic patterns; regular wireless sensor networks; Array signal processing; Fading; Interference; Relays; Training; Wireless communication; Wireless sensor networks; Cooperative communication; data aggregation; sensor networks; time reversal;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2010.2070110