基于 CP-OTFS 的地面雷达系统的目标参数估计方法

IF 5.1 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Wireless Communications Letters Pub Date : 2024-11-14 DOI:10.1109/LWC.2024.3497959
Qilong Miao;Jing Liang;Ge Zhang;Jiachen Han
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引用次数: 0

摘要

正交时频空间(OTFS)调制在高速移动通信场景中表现出显著的优势,在雷达领域的应用具有很大的潜力。现有的基于循环前缀OTFS (CP-OTFS)雷达系统目标参数估计方法在多目标、低带宽和短持续时间条件下存在目标散射系数(TSC)估计不准确的问题。本文设计了等效匹配滤波器(EMF)算法。与匹配滤波(MF)算法相比,EMF直观地解释了基于CP-OTFS的雷达的输入输出关系,但它仍然容易受到多目标干扰。为了减轻这种影响,提出了一种基于两级匹配滤波器的最小均方误差(TS-MF-MMSE)算法,即基于地面CP-OTFS雷达系统的改进TSC估计算法。仿真结果表明,该算法在TSC估计方面具有较好的性能。
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A Target Parameters Estimation Method for CP-OTFS-Based Terrestrial Radar System
Orthogonal time-frequency space (OTFS) modulation, which exhibits significant advantages in high-speed mobile communication scenarios, holds strong potential in the field of radar applications. The existing state-of-the-art target parameter estimation methods for cyclic prefix OTFS (CP-OTFS) based radar systems suffer from inaccuracies in target scattering coefficient (TSC) estimation under conditions of multiple targets, low bandwidth and short duration. In this letter, the equivalent matched filter (EMF) algorithm is designed. Compared to the matched filter (MF) algorithm, EMF intuitively explains the input-output relationship of CP-OTFS based radar, but it remains susceptible to interference from multiple targets. In order to mitigate this impact, the two-stage matched filter-based minimum mean squared error (TS-MF-MMSE) algorithm, a refined TSC estimation algorithm for terrestrial CP-OTFS based radar system is proposed. Simulation results demonstrate the superior performance of proposed algorithm in TSC estimation in comparison with EMF and the state-of-the-art.
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来源期刊
IEEE Wireless Communications Letters
IEEE Wireless Communications Letters Engineering-Electrical and Electronic Engineering
CiteScore
12.30
自引率
6.30%
发文量
481
期刊介绍: IEEE Wireless Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of wireless communications. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of wireless communication systems.
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