Title :
A new passive source localization method using AOA-GROA-TDOA in wireless sensor array networks and its Cramér-Rao bound analysis
Author :
Ji-An Luo ; Xiao-Ping Zhang ; Zhi Wang
Author_Institution :
State Key Lab. of Ind. Control Technol., Zhejiang Univ., Hangzhou, China
Abstract :
In this paper, a new Cramér-Rao lower bound (CRLB) is derived for passive source localization based on angles-of-arrival (AOAs), gain ratios of arrival (GROAs) and time differences of arrival (TDOAs) in a wireless sensor array network. The derived CRLB using AOA-GROA-TDOA (AGT) is reduced to the one using AOA-GROA if no coherence exists across the arrays and lower than the CRLB using AOA-only. When the coherence is considered, the CRLB using AGT measurements is consistently lower than the other known bounds using AOA-only, TDOA-only and AOA-TDOA.
Keywords :
array signal processing; direction-of-arrival estimation; time-of-arrival estimation; wireless sensor networks; AGT measurement; AOA-GROA-TDOA; CRLB; Cramér-Rao bound analysis; angles-of-arrival; direction-of-arrival estimation; gain ratios of arrival; passive source localization method; time differences of arrival; wireless sensor array network; Acoustics; Arrays; Coherence; Signal to noise ratio; Vectors; Wireless communication; Wireless sensor networks; Cramér-Rao lower bound (CRLB); Passive source localization; angles-of-arrival (AOAs); gain ratios of arrival (GROAs); time differences of arrival (TDOAs);
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
DOI :
10.1109/ICASSP.2013.6638416