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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

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Indexed by:期刊论文

Date of Publication:2022-06-29

Journal:通信学报

Issue:12

Page Number:106-112

ISSN No.: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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