DOA Estimation by Virtual-ESPRIT Algorithm Using Structured Least Squares Method

IF 0.3 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC IEICE Communications Express Pub Date : 2024-04-08 DOI:10.23919/comex.2024TCL0015
Kenta Noda;Nobuyoshi Kikuma;Kunio Sakakibara;Yoshiki Sugimoto
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Abstract

Virtual-ESPRIT Algorithm (VESPA), which is a direction-of-arrival (DOA) estimation method using higher-order statistics (fourth-order cumulants), is said to be significant for DOAs estimation of non-Gaussian signals. The authors propose SLS-VESPA, which is VESPA with the SLS (Structured Least Squares) method. Computer simulations show improved characteristics of the SLS-VESPA compared to the conventional TLS (Total Least Squares)-VESPA.
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使用结构最小二乘法的虚拟 ESPRIT 算法进行 DOA 估算
Virtual-ESPRIT 算法(VESPA)是一种使用高阶统计量(四阶积)的到达方向(DOA)估计方法,据说对非高斯信号的 DOA 估计很有意义。作者提出了 SLS-VESPA,即采用 SLS(结构最小二乘法)方法的 VESPA。计算机模拟显示,与传统的 TLS(全最小二乘法)-VESPA 相比,SLS-VESPA 具有更好的特性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEICE Communications Express
IEICE Communications Express ENGINEERING, ELECTRICAL & ELECTRONIC-
自引率
33.30%
发文量
114
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