基于禁忌策略的雷达设备间机会通信指针调度算法

IF 1.4 4区 管理学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Gang Tian, Zhiwen Pan, Wenge Xing
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引用次数: 0

摘要

现有的雷达探测与通信集成(IDAC)系统一般基于多输入多输出多站或单基收发器分离。然而,这些方法对于实现以探测为中心、基于自发射和自接收系统的集成接收-发射半双工(IRTHD)脉冲雷达的IDAC具有挑战性。最近在IRTHD脉冲雷达的IDAC领域的大多数研究都集中在利用时分方法来避免冲突,从而也造成对雷达时间资源的竞争。提出了一种基于禁忌搜索的IRTHD脉冲雷达指针调度算法(PS-TS),解决了IRTHD脉冲雷达同时进行高效探测和通信的难题。首先,提出了雷达设备对设备(D2D)机会通信模型,并提出了一种基于指针调度的脉冲交错通信框架来实现IDAC。其次,PS-TS算法采用禁忌搜索策略来保持高质量的解以避免局部最优,并引入容差因子以在最小的时间花费下最大化通信成功率。仿真结果表明,PS-TS算法在鲁棒性、CSR和计算效率方面均优于遗传算法和粒子群算法,可为IDAC系统提供实时调度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A pointer scheduling algorithm for radar device-to-device opportunistic communication based on Tabu strategy

A pointer scheduling algorithm for radar device-to-device opportunistic communication based on Tabu strategy

Existing integration of radar detection and communication (IDAC) systems are in general based on multi-input multi-output multi-stations or single-base transceiver splitting. However, these methods are challenging to realise IDAC for integrated receive-transmit half-duplex (IRTHD) pulse radars, which are detection-centric and are based on self-transmission and self-reception systems. The majority of recent studies in the field of IDAC for IRTHD pulse radars have focused on utilising time-division approaches to avoid conflicts, thereby also creating competition for radar time resources. In this paper, a pointer scheduling algorithm based on Tabu search (PS-TS) is proposed for IRTHD pulse radars, which solves the challenge of simultaneous efficient detection and communication. Firstly, the study presents a model for radar device-to-device (D2D) opportunistic communication and proposes a framework for pulse interleaving based on pointer scheduling to realise IDAC. Secondly, the PS-TS algorithm employs a Tabu search strategy to maintain high-quality solutions to avoid local optima and introduces a tolerance factor to maximise the communication success rate (CSR) with the minimal time expenditure. Simulation results indicate that the PS-TS algorithm outperforms the genetic algorithm and particle swarm optimisation in terms of robustness, CSR, and computational efficiency, providing real-time scheduling for IDAC systems.

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来源期刊
Iet Radar Sonar and Navigation
Iet Radar Sonar and Navigation 工程技术-电信学
CiteScore
4.10
自引率
11.80%
发文量
137
审稿时长
3.4 months
期刊介绍: IET Radar, Sonar & Navigation covers the theory and practice of systems and signals for radar, sonar, radiolocation, navigation, and surveillance purposes, in aerospace and terrestrial applications. Examples include advances in waveform design, clutter and detection, electronic warfare, adaptive array and superresolution methods, tracking algorithms, synthetic aperture, and target recognition techniques.
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