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基于ESPRIT的高分辨率时延估计算法研究

Super-Resloution TOA Estimation Algorithm Based on ESPRIT

中文摘要英文摘要

ESPRIT算法是一种用于估计到达角(DOA)的超分辨率算法,由于这种算法在有效性和稳定性方面都有非常突出的表现,所以在ESPRIT算法的基础上提出了许多改进,并成为主要的超分辨率算法。本文基于ESPRIT算法的理论,提出运用ESPRIT算法估计信号的到达时间(TOA),算法实现方面采用了两种方法:一种是最小二乘算法,一种是总体最小二乘算法。通过仿真证明:信噪比较低时,总体最小二乘算法的性能优于最小二乘算法,但需要的计算量大。

ESPRIT algorithm is used to estimate the angle of arrival (DOA) of the super-resolution algorithm.This algorithm has a very outstanding performance in both effectiveness and stability.Therefore, based on the ESPRIT algorithm made many improvements and become a major super-resolution algorithm.Based on the ESPRIT algorithm theory,it proposed that the ESPRIT algorithm estimates the signal arrival time (TOA).Algorithm used in two ways: one is the least-squares algorithm, one is the total least squares algorithm .Proved by simulation: in low SNR, the total least squares algorithm performs better than least squares algorithm, but requires the large calculation.

高芳、李蕾蕾、张晓光、鲁坤

通信无线通信

ESPRIT算法最小二乘超分辨率OA

OA estimationSuper-Resolutionmultipath signalMUSIC

高芳,李蕾蕾,张晓光,鲁坤.基于ESPRIT的高分辨率时延估计算法研究[EB/OL].(2011-08-05)[2025-08-21].http://www.paper.edu.cn/releasepaper/content/201108-96.点此复制

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