DOA accuracy improvement method for moving acoustic array

This paper focuses on the issue of reduced accuracy in Direction of Arrival (DOA) estimation caused by the movement of an acoustic array. The causes of this phenomenon are analyzed using the signal incidence model. An iterative correction method was proposed to mitigate the impact of array motion on direction-finding accuracy when applied to the DOA estimation over multiple iterations. The formulas for array coordinate offset during motion were derived, starting with the linear array, and subsequently generalized to arrays of arbitrary geometry. Based on the derived coordinate offset formulas, a coordinate correction method is proposed. Simulation results for the cross-shaped, rectangular, and circular arrays demonstrate a significant improvement in the orientation accuracy of the array during motion using the proposed correction method.

Authors

Institutions

Publication Details

Published
2024-08-04
DOI
https://doi.org/10.1109/icma61710.2024.10633081
Primary Topic
Speech and Audio Processing
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

DOA accuracy improvement method for moving acoustic array

Xiaoyao Zhao, Min Chen, Fuyu Tao, Hangyu Ouyang et al.
Speech and Audio Processing
article

DOA accuracy improvement method for moving acoustic array

Xiaoyao Zhao, Min Chen, Fuyu Tao, Hangyu Ouyang, Jihao Zheng, Xuesheng Li
article en

Abstract

This paper focuses on the issue of reduced accuracy in Direction of Arrival (DOA) estimation caused by the movement of an acoustic array. The causes of this phenomenon are analyzed using the signal incidence model. An iterative correction method was proposed to mitigate the impact of array motion on direction-finding accuracy when applied to the DOA estimation over multiple iterations. The formulas for array coordinate offset during motion were derived, starting with the linear array, and subsequently generalized to arrays of arbitrary geometry. Based on the derived coordinate offset formulas, a coordinate correction method is proposed. Simulation results for the cross-shaped, rectangular, and circular arrays demonstrate a significant improvement in the orientation accuracy of the array during motion using the proposed correction method.

University of Electronic Science and Technology of China (CN), China Electronics Technology Group Corporation (CN), Nanjing University of Aeronautics and Astronautics (CN)
Affordable and clean energy
Openalex Percentile: Top 86%
Speech and Audio Processing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.