Title :
Robust TDE-based DOA estimation for compact audio arrays
Author :
Varma, Krishnaraj ; Ikuma, Takeshi ; Beex, A.A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Virginia Polytech. Inst. & State Univ., Blacksburg, VA, USA
Abstract :
Cross-correlation based time delay estimates (TDE) can be used for direction-of-arrival (DOA) estimation with an acoustic array in not-too-reverberant environments. In order to benefit from the computational efficiency of TDE-based DOA estimation, and concentrating on applications that use a compact microphone array and low sampling frequency, we use a combination of approaches to make TDE-based DOA estimation more robust under reverberant conditions. Cross-correlation interpolation based on the Goertzel algorithm is used for generalized cross-correlation TDE as well as in the steered-response-power algorithm used for comparison. The generalized cross-correlation TDE algorithm precedes a robust TDE-to-DOA process. The latter includes DOA and crosscorrelation dependent weighting of the various TDE and removal of an outlier TDE. When the use of TDE from consecutive frames is possible, further performance improvement results from unit-norm DOA adaptation. Performance is evaluated for simulated and recorded data.
Keywords :
acoustic transducer arrays; array signal processing; audio signal processing; correlation methods; delay estimation; direction-of-arrival estimation; interpolation; microphones; Goertzel algorithm; compact audio arrays; compact microphone array; cross-correlation based time delay estimates; cross-correlation dependent weighting; cross-correlation interpolation; direction-of-arrival estimation; generalized cross-correlation TDE algorithm; low sampling frequency; outlier TDE removal; performance evaluation; recorded data; reverberant conditions; robust TDE-based DOA estimation; simulated data; steered-response power algorithm; unit-norm DOA adaptation; Acoustic arrays; Computational efficiency; Delay effects; Delay estimation; Direction of arrival estimation; Frequency estimation; Interpolation; Microphone arrays; Robustness; Sampling methods;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2002
Print_ISBN :
0-7803-7551-3
DOI :
10.1109/SAM.2002.1191031