Title :
Source localization using TDOA with erroneous receiver positions
Author :
Ho, K.C. ; Kovavisaruch, L. ; Parikh, H.
Author_Institution :
Dept. of Electr. & Comput. Eng., Missouri Univ., Columbia, MO, USA
Abstract :
This paper develops an explicit solution that estimates the location of a stationary source using time difference of arrival (TDOA) measurements of a signal received by a number of receivers that have random error in their positions. The proposed solution accounts for the error from receiver positions, is algebraic, and does not have the convergence problem as in the Taylor-series linearization method. The Cramer-Rao lower bound (CRLB) of the source location estimate in the presence of sensor position error is derived. Simulation results indicate the proposed solution achieves an accuracy close to the CRLB under Gaussian noise.
Keywords :
array signal processing; direction-of-arrival estimation; radio receivers; Cramer-Rao lower bound; Gaussian noise; TDOA measurement; Taylor-series linearization; algebraic solution; erroneous receiver position; random error; sensor position error; source localization; source location estimation; time difference of arrival; Closed-form solution; Computer errors; Electric variables measurement; Extraterrestrial measurements; Gaussian noise; Nonlinear equations; Position measurement; Sensor arrays; Time difference of arrival; Time measurement;
Conference_Titel :
Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
Print_ISBN :
0-7803-8251-X
DOI :
10.1109/ISCAS.2004.1328781