三维机动无人机DFRC系统的鲁棒波束跟踪

IF 0.7 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC
Yuhang Tang, Wei Liu, Jinkun Zhu, Jing Lei, Haoying Mo
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引用次数: 0

摘要

双功能雷达通信(DFRC)将成为未来第六代(6G)网络的关键技术。具体而言,配备全维天线阵列的集成雷达和通信平台(IRCP)可以执行三维波束成形,可以有效地减少与无人机(uav)通信的干扰。然而,在充分利用3D波束形成增益方面的一个重大挑战是IRCP精确跟踪机动无人机的能力。在本文中,我们提出了一种新的基于增强无气味卡尔曼滤波算法的交互多模型,用于在DFRC框架内实现一架机动无人机的三维波束跟踪。具体来说,我们建立了多个状态转移模型来考虑无人机的机动性。同时,利用奇异值分解提高了无气味卡尔曼滤波的稳定性。仿真结果表明,与传统的基于单运动模型的波束跟踪算法相比,该算法具有更高的单机动无人机跟踪精度和更好的传输性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Robust Beam Tracking for 3D Manoeuvrable UAV in DFRC Systems

Robust Beam Tracking for 3D Manoeuvrable UAV in DFRC Systems

Dual-functional radar-communication (DFRC) will be a key technology in future sixth-generation (6G) network. Specifically, an integrated radar and communication platform (IRCP) equipped with full-dimensional antenna arrays can execute 3D beamforming, which can effectively minimize interference for communicating with unmanned aerial vehicles (UAVs). However, a significant challenge in fully exploiting 3D beamforming gain is the IRCP's ability to precisely track manoeuvrable UAVs. In this letter, we propose a novel interacting multiple model with enhanced unscented Kalman filter algorithm to realize 3D beam tracking for one manoeuvrable UAV within the framework of DFRC. To be specific, we build multiple state transition models to adopt the manoeuvrability of the UAV. Meanwhile, the stability of the unscented Kalman filter is improved by using the singular value decomposition. Simulation results show that the proposed algorithm has higher tracking accuracy and better transmission performance for one manoeuvrable UAV than the traditional single-motion model based beam tracking algorithm.

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来源期刊
Electronics Letters
Electronics Letters 工程技术-工程:电子与电气
CiteScore
2.70
自引率
0.00%
发文量
268
审稿时长
3.6 months
期刊介绍: Electronics Letters is an internationally renowned peer-reviewed rapid-communication journal that publishes short original research papers every two weeks. Its broad and interdisciplinary scope covers the latest developments in all electronic engineering related fields including communication, biomedical, optical and device technologies. Electronics Letters also provides further insight into some of the latest developments through special features and interviews. Scope As a journal at the forefront of its field, Electronics Letters publishes papers covering all themes of electronic and electrical engineering. The major themes of the journal are listed below. Antennas and Propagation Biomedical and Bioinspired Technologies, Signal Processing and Applications Control Engineering Electromagnetism: Theory, Materials and Devices Electronic Circuits and Systems Image, Video and Vision Processing and Applications Information, Computing and Communications Instrumentation and Measurement Microwave Technology Optical Communications Photonics and Opto-Electronics Power Electronics, Energy and Sustainability Radar, Sonar and Navigation Semiconductor Technology Signal Processing MIMO
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