Augmented Intensity Vectors for Direction of Arrival Estimation in the Spherical Harmonic Domain

作者：Hafezi Sina^*; Moore Alastair H; Naylor Patrick A

来源：IEEE/ACM Transactions on Audio Speech and Language Processing, 2017, 25(10): 1956-1968.

DOI：10.1109/TASLP.2017.2736067

• Direction of arrival estimation
• intensity vector
• localization
• spherical harmonic
• spherical microphone arrays

Pseudointensity vectors (PIVs) provide a means of direction of arrival (DOA) estimation for sphericalmicrophone arrays using only the zeroth and the first-order spherical harmonics. An augmented intensity vector (AIV) is proposed which improves the accuracy of PIVs by exploiting higher order spherical harmonics. We compared DOA estimation using our proposed AIVs against PIVs, steered response power (SRP) and subspace methods where the number of sources, their angular separation, the reverberation time of the room and the sensor noise level are varied. The results show that the proposed approach outperforms the baseline methods and performs at least as accurately as the state-of-the-art method with strong robustness to reverberation, sensor noise, and number of sources. In the single and multiple source scenarios tested, which include realistic levels of reverberation and noise, the proposed method had average error of 1.5 degrees and 2 degrees, respectively.

• 出版日期2017-10