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基于线性校正总体最小二乘准则的三维说话人定位算法

Release Time:2022-07-27  Hits:

Indexed by: Journal Article

Date of Publication: 2022-06-29

Journal: 通信学报

Issue: 12

Page Number: 106-112

ISSN: 1000-436X

Abstract: An total least-squares based 3D acoustic source localization algorithm(LCTLS) by taking both sensors position errors and TDOA errors into account was proposed.The proposed algorithm optimized the localization errors by total least-squares criterion for reducing the bias of localization which was caused by sensors position errors,and maintained a stable variance of localization by taking a quadratic constraint of acoustic position vector.Simulation results show that the LCTLS can balance the performance of bias and variance of location,and obtain robust localization results.

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