Title :
Reducing bias in beamspace methods for uniform circular array [DoA estimation applications]
Author :
Belloni, Fabio ; Koivunen, Visa
Author_Institution :
Signal Process. Lab., Helsinki Univ. of Technol., Espoo, Finland
Abstract :
In this paper, we characterize the error introduced by the beamspace transform when it is applied to a uniform circular array (UCA). Several algorithms for direction of arrival (DoA) estimation employ this modal transform. In particular, we focus on the UCA unitary root-MUSIC algorithm. The performance of such an estimator is degraded and bias occurs especially if the array has a small number of elements. Here we propose a novel technique for reducing the bias. This leads to practically bias-free DoA estimates.
Keywords :
array signal processing; direction-of-arrival estimation; transforms; beamspace method bias reduction; bias-free DoA estimation; modal transform; phase-mode excitation principle; uniform circular arrays; unitary root-MUSIC algorithm; Array signal processing; Azimuth; Degradation; Direction of arrival estimation; Laboratories; Multiple signal classification; Sensor arrays; Signal analysis; Signal processing algorithms; Transceivers;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1416173