Title :
A Theoretical Analysis of 2D Sensor Arrays for TDOA Based Localization
Author :
Bin Yang ; Scheuing, Jan
Author_Institution :
Chair of Syst. Theory & Signal Process., Stuttgart Univ.
Abstract :
In source localization from time difference of arrival, the impact of the sensor array geometry to the localization accuracy is not well understood yet. A first rigorous analysis can be found in B. Yang and J. Scheuing (2005). It derived sufficient and necessary conditions for optimum array geometry in terms of minimum Cramer-Rao bound. This paper continues the above work and studies theoretically the localization accuracy of two-dimensional sensor arrays. It addresses different issues: a) optimum vs. uniform angular array b) near-field vs. far-field array c) using all sensor pairs vs. those with a common reference sensor as required from spherical position estimators. The paper ends up with some new insights into the sensor placement problem
Keywords :
array signal processing; time-of-arrival estimation; 2D sensor arrays; TDOA based localization; far-field array; localization accuracy; minimum Cramer-Rao bound; near-field array; optimum array geometry; sensor array geometry; sensor placement problem; source localization; spherical position estimators; theoretical analysis; time difference of arrival; two-dimensional sensor arrays; uniform angular array; Acoustic sensors; Array signal processing; Delay effects; Delay estimation; Geometry; Microphone arrays; Radio navigation; Sensor arrays; Sensor systems; Surveillance;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location :
Toulouse
Print_ISBN :
1-4244-0469-X
DOI :
10.1109/ICASSP.2006.1661115