Title :
Incorporating array nonidealities into adaptive Capon beamformer for source tracking
Author :
Costa, Mário ; Koivunen, Visa
Author_Institution :
Dept. of Signal Process. & Acoust., Aalto Univ., Aalto, Finland
Abstract :
An adaptive algorithm for azimuth-angle estimation of moving sources in the presence of array nonidealities is proposed. The method, termed unitary element-space Capon (UESCapon) beamformer, is robust in the face of small number of snapshots and fully takes into account effects such as mutual coupling, mounting platform reflections, and sensor´s misplacement errors. Unlike most of the robust beamformers available in the literature, the proposed method is based on QR-decomposition and real-valued polynomial root tracking. Furthermore, it is applicable to sensor arrays of arbitrary configuration. Numerical results using a real-world antenna array are included, illustrating the excellent performance of the proposed method, both in terms of SINR and fast adaptivity to moving sources.
Keywords :
adaptive signal processing; antenna arrays; array signal processing; polynomials; sensor arrays; QR-decomposition; SINR; UESCapon; adaptive Capon beamformer; arbitrary configuration; array nonidealities; azimuth angle estimation; mounting platform reflections; mutual coupling; real valued polynomial root tracking; real world antenna array; sensor arrays; sensor misplacement errors; source tracking; unitary element space Capon beamformer; Arrays; Calibration; Direction of arrival estimation; Polynomials; Robustness; Signal to noise ratio; Standards;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop (SAM), 2012 IEEE 7th
Conference_Location :
Hoboken, NJ
Print_ISBN :
978-1-4673-1070-3
DOI :
10.1109/SAM.2012.6250534