On the angular error of intensity vector based direction of arrival estimation in reverberant sound fields.
An acoustic vector sensor provides measurements of both the pressure and particle velocity of a sound field in which it is placed. These measurements are vectorial in nature and can be used for the purpose of source localization. A straightforward approach towards determining the direction of arrival (DOA) utilizes the acoustic intensity vector, which is the product of pressure and particle velocity. The accuracy of an intensity vector based DOA estimator in the presence of noise has been analyzed previously. In this paper, the effects of reverberation upon the accuracy of such a DOA estimator are examined. It is shown that particular realizations of reverberation differ from an ideal isotropically diffuse field, and induce an estimation bias which is dependent upon the room impulse responses (RIRs). The limited knowledge available pertaining the RIRs is expressed statistically by employing the diffuse qualities of reverberation to extend Polack's statistical RIR model. Expressions for evaluating the typical bias magnitude as well as its probability distribution are derived.
School of Engineering, Bar-Ilan University, Ramat-Gan 52900, Israel.
Dovid
D
Levin
Emanuël A P
EA
Habets
Sharon
S
Gannot
D000162:Acoustics / Q000295:instrumentation; D000465:Algorithms; D003198:Computer Simulation; D004867:Equipment Design; D005160:Facility Design and Construction; D015233:Models, Statistical; D009038:Motion; D012815:Signal Processing, Computer-Assisted; D013016:Sound; D014732:Vibration