Title :
Fully distributed clock skew and offset estimation in wireless sensor networks
Author :
Jian Du ; Yik-Chung Wu
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Hong Kong, Hong Kong, China
Abstract :
In this paper, we propose a fully distributed algorithm for joint clock skew and offset estimation in wireless sensor networks. With the proposed algorithm, each node can estimate its clock skew and offset by communicating only with its neighbors. Such algorithm does not require any centralized information processing or coordination. Simulation results show that estimation mean-square-error at each node converge to the centralized Cramér-Rao bound with only a few number of message exchanges.
Keywords :
mean square error methods; message switching; synchronisation; wireless sensor networks; centralized Cramer-Rao bound; distributed algorithm; joint clock skew estimation; mean square error estimation; message exchange; offset estimation; wireless sensor network; Clocks; Delays; Estimation; Message passing; Synchronization; Wireless communication; Wireless sensor networks; Clock synchronization; factor graphs; wireless sensor network;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
DOI :
10.1109/ICASSP.2013.6638511