Title :
CRB analysis of near-field source localization using uniform circular arrays
Author :
Delmas, Jean-Pierre ; Gazzah, H.
Author_Institution :
Telecom SudParis, Evry, France
Abstract :
This paper is devoted to the Cramer Rao bound (CRB) on the azimuth, elevation and range of a narrow-band near-field source localized by means of a uniform circular array (UCA), using the exact expression of the time delay parameter. After proving that the conditional and unconditional CRB are generally proportional for constant modulus steering vectors, we specify conditions of isotropy w.r.t. the distance and the number of sensors. Then we derive very simple, yet very accurate non-matrix closed-form expressions of different approximations of the CRBs.
Keywords :
approximation theory; delays; direction-of-arrival estimation; sensor arrays; CRB; Cramer Rao bound; UCA; isotropy; narrowband near-field source localization; nonmatrix closed-form expressions; steering vectors; time delay parameter; uniform circular array; Approximation methods; Array signal processing; Azimuth; Closed-form solutions; Cramer-Rao bounds; Sensor arrays; Cramer Rao bound; isotropy; near field source localization; uniform circular array;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
DOI :
10.1109/ICASSP.2013.6638409