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Author:

Li, L. (Li, L..) | Jia, M. (Jia, M..) | Yao, D. (Yao, D..)

Indexed by:

EI Scopus

Abstract:

This paper proposes multisource direction-of-arrival (DOA) estimation using the correlation between angles of adjacent time-frequency (TF) points for a first-order ambisonics sensor array. For a TF point in the recorded signal, we define the adjacent TF points whose angles are close to that of this point as angle-correlation-points (ACPs), and then explore the relation between the probability that this point is an SSP and the number of ACPs. We found that there is a positive correlation between the number of ACPs and the probability that a point is an SSP. Hence, single-source point (SSP) detection is proposed using the angle correlation between adjacent TF points. In addition, two-dimensional weight kernel density estimation is designed to estimate the probability density of angles of detected SSPs. Finally, peak search is adopted for DOA estimation. Experiments in simulated and real environments show that the DOA estimation performance of the proposed method exceeds that of some existing methods.  © 2017 IEEE.

Keyword:

DOA estimation Sensor signal processing angle correlation SSP detection

Author Community:

  • [ 1 ] [Li L.]Beijing University of Technology, School of Information Science and Technology, Beijing, 100124, China
  • [ 2 ] [Li L.]Ministry of Education, Engineering Research Center of Digital Community, Beijing, 100124, China
  • [ 3 ] [Jia M.]Beijing University of Technology, School of Information Science and Technology, Beijing, 100124, China
  • [ 4 ] [Jia M.]Ministry of Education, Engineering Research Center of Digital Community, Beijing, 100124, China
  • [ 5 ] [Yao D.]Chinese Academy of Sciences, Institute of Acoustics, Beijing, 100190, China

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Source :

IEEE Sensors Letters

ISSN: 2475-1472

Year: 2024

Issue: 10

Volume: 8

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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