一个基于ISAC的循环装配杂乱抑制算法,用于低空无人机
Qi Liu1, Meng Song1, Jinghan Yu2
1China Unicom Smart City Research Institute, Beijing 100048, China.
Sensors (Basel, Switzerland)
|October 29, 2025
概括
这项研究引入了一种新的循环拟合算法,以抑制低空无人机的静态杂乱干扰. 该方法改善了复杂环境中的目标检测,优于动态目标的现有技术.
科学领域:
- 电气工程 电气工程
- 信号处理 信号处理
- 航空航天工程 航空航天工程
背景情况:
- 低空无人机在感知过程中面临着显著的静态杂乱干扰.
- 现有的杂乱抑制算法,如移动目标指标 (MTI),遭受残余干扰和高计算成本.
研究的目的:
- 为综合通信和感知系统提出一种新的循环装配杂乱抑制算法.
- 解决现有方法的局限性,以减轻无人驾驶飞行器 (UAV) 的静态混乱.
主要方法:
- 采用了一个循环配合算法,利用直角频率分割复杂化 (OFDM) 符号特征在子载波上.
- 该方法利用了无人机目标与静态环境干扰的OFDM回声通道特征.
- 引入了能量比度指标,用于对消除杂乱的有效性进行定量比较.
主要成果:
- 拟议的算法有效地抑制了静态杂乱.
- 在距离多普勒 (RD) 频谱中,动态目标的区分能力显著提高.
- 与现有的算法相比,该方法表现出优越的性能,特别是对于低速组目标,相比于现有的算法.
结论:
- 循环拟合算法为无人机感知系统中的静态杂乱抑制提供了强大的解决方案.
- 这种方法克服了当前技术的局限性,改善了混乱环境中的动态目标感知.
- 拟议的方法提高了在地面条件下运行的无人机的可靠性和性能.
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