Real-Time Dwell Scheduling Based on a Unified Pulse Interleaving Framework for Phased Array Radar

IF 6.6 1区 计算机科学 Q1 Multidisciplinary Tsinghua Science and Technology Pub Date : 2024-03-02 DOI:10.26599/TST.2023.9010144
Ting Cheng;Luqing Liu;Zhongzhu Li;Siyu Heng
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Abstract

Dwell scheduling is a key for phased array radar to realize multi-function and it becomes especially challenging in complex tactical situations. In this manuscript, a real-time radar dwell scheduling algorithm based on a unified pulse interleaving framework is proposed. A unified pulse interleaving framework that can realize pulse interleaving analysis for phased array radars with different receiving modes is put forward, which greatly improves the time utilization of the system. Based on above framework, a real-time two-stage approach is proposed to solve the optimization problem of dwell scheduling. The importance and urgency criteria are guaranteed by the first pre-schedule stage, and the desired execution time criterion is improved at the second stage with the modified particle swarm optimization (PSO). Simulation results demonstrate that the proposed algorithm has better comprehensive scheduling performance than up-to-date algorithms that consider the pulse interleaving technique for both single beam and multiple beams receiving modes. Besides, the proposed algorithm can realize dwell scheduling in realtime.
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基于相控阵雷达统一脉冲交错框架的实时驻留调度
驻留调度是相控阵雷达实现多功能的关键,在复杂的战术情况下尤其具有挑战性。本文提出了一种基于统一脉冲交错框架的实时雷达驻留调度算法。提出了一种统一的脉冲交错框架,可实现不同接收模式相控阵雷达的脉冲交错分析,大大提高了系统的时间利用率。基于上述框架,提出了一种实时两阶段方法来解决驻留调度的优化问题。第一阶段的预调度保证了重要性和紧迫性准则,第二阶段通过改进的粒子群优化(PSO)提高了期望执行时间准则。仿真结果表明,在单波束和多波束接收模式下,与考虑脉冲交错技术的最新算法相比,所提出的算法具有更好的综合调度性能。此外,提出的算法还能实现实时驻留调度。
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来源期刊
Tsinghua Science and Technology
Tsinghua Science and Technology COMPUTER SCIENCE, INFORMATION SYSTEMSCOMPU-COMPUTER SCIENCE, SOFTWARE ENGINEERING
CiteScore
10.20
自引率
10.60%
发文量
2340
期刊介绍: Tsinghua Science and Technology (Tsinghua Sci Technol) started publication in 1996. It is an international academic journal sponsored by Tsinghua University and is published bimonthly. This journal aims at presenting the up-to-date scientific achievements in computer science, electronic engineering, and other IT fields. Contributions all over the world are welcome.
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Contents Front Cover LP-Rounding Based Algorithm for Capacitated Uniform Facility Location Problem with Soft Penalties A P4-Based Approach to Traffic Isolation and Bandwidth Management for 5G Network Slicing Quantum-Inspired Sensitive Data Measurement and Secure Transmission in 5G-Enabled Healthcare Systems
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