基于QuaDRiGa的无人机非平稳信道模型
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1.南京航空航天大学电磁频谱空间认知动态系统工业和信息化部重点实验室,南京 211106;2.电子信息系统复杂电磁环境效应国家重点实验室,洛阳 471003;3.南京航空航天大学物理学院,南京 211106

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国家重大科研仪器研制(61827801);江苏省自然科学基金(BK20211182);综合业务网理论及关键技术国家重点实验室基金(ISN22-11);东南大学移动通信国家重点实验室开放研究基金(2022D04)。


A Non-stationary UAV Channel Model Based on QuaDRiGa
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1.Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum Space, Ministry of Industry and Information Technology, Nanjing University of Aeronautics & Astronautics, Nanjing 211106, China;2.State Key Laboratory of Complex Electromagnetic Environment Effects on Electronics and Information System, Luoyang 471003, China;3.College of Physics, Nanjing University of Aeronautics & Astronautics, Nanjing 211106, China

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    摘要:

    为了解决无人机信道模型非平稳参数空时不连续的问题,提出了一种支持三维运动及姿态旋转的无人机非平稳几何随机模型,用于描述和模拟无人机对地多输入多输出通信信道的真实特性。该模型借鉴QuaDRiGa中的“准确定性”思想,基于收发端拓扑关系更新时变信道参数,考虑路径生灭概率改进信道功率计算方法,引入姿态相位矩阵描述无人机姿态旋转,以实现无人机非平稳信道参数的平滑演进。数值仿真结果表明,本文提出模型能够保证功率和角度等参数的平滑演进,输出信道的自相关函数具有非平稳性且受无人机姿态影响显著,可用于无人机通信系统设计和算法优化等领域。

    Abstract:

    In order to solve the space-time discontinuity problem of unmanned aerial vehicle(UAV) non-stationary channel parameters, this paper proposes a non-stationary geometric stochastic model of UAV that supports three-dimensional motion and posture rotation, which is used to describe and simulate the real characteristics of UAV multiple-input multiple-output communication channel. Based on the concept of “accurate qualitative” in QuaDRiGa, the model update time-varying channel parameters based on the topological relation of receiver and transmitter, improve the channel power calculation method considering the probability of path birth and death, and introduce posture phase matrix to describe UAV posture rotation, so as to realize smooth evolution of UAV non-stationary channel parameters. The numerical simulation results show that the model proposed in this paper can ensure the smooth evolution of parameters such as power and angle, and the autocorrelation function of the output channel is non-stationary and significantly affected by UAV posture. The proposed model can be used in UAV communication system design and algorithm optimization.

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倪浩然,华博宇,王满喜,朱秋明,周彤彤,鲍军委.基于QuaDRiGa的无人机非平稳信道模型[J].数据采集与处理,2023,38(2):304-313

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  • 收稿日期:2022-02-13
  • 最后修改日期:2022-06-14
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  • 在线发布日期: 2023-03-25