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用于分布式调频连续波多输入多输出雷达联合距离和角度估计的分布式二维多重信号分类算法

Distributed Two-Dimensional MUSIC for Joint Range and Angle Estimation with Distributed FMCW MIMO Radars.

作者信息

Seo Jiho, Lee Jonghyeok, Park Jaehyun, Kim Hyungju, You Sungjin

机构信息

Division of Smart Robot Convergence and Application Engineering, Department of Electronic Engineering, Pukyong National University, Busan 48513, Korea.

Communication & Media Research Laboratory, Radio & Satellite Research Division, Electronics and Telecommunications Research Institute, Daejeon 34129, Korea.

出版信息

Sensors (Basel). 2021 Nov 16;21(22):7618. doi: 10.3390/s21227618.

Abstract

To estimate range and angle information of multiple targets, FMCW MIMO radars have been exploited with 2D MUSIC algorithms. To improve estimation accuracy, received signals from multiple FMCW MIMO radars are collected at the data fusion center and processed coherently, which increases data communication overhead and implementation complexity. To resolve them, we propose the distributed 2D MUSIC algorithm with coordinate transformation, in which 2D MUSIC algorithm is operated with respect to the reference radar's coordinate at each radar in a distributed way. Rather than forwarding the raw data of received signal to the fusion center, each radar performs 2D MUSIC with its own received signal in the transformed coordinates. Accordingly, the distributed radars do not need to report all their measured signals to the data fusion center, but they forward their local cost function values of 2D MUSIC for the radar image region of interest. The data fusion center can then estimate the range and angle information of targets jointly from the aggregated cost function. By applying the proposed scheme to the experimentally measured data, its performance is verified in the real environment test.

摘要

为了估计多个目标的距离和角度信息,已将FMCW MIMO雷达与二维MUSIC算法相结合使用。为了提高估计精度,在数据融合中心收集来自多个FMCW MIMO雷达的接收信号并进行相干处理,这增加了数据通信开销和实现复杂度。为了解决这些问题,我们提出了一种带有坐标变换的分布式二维MUSIC算法,其中二维MUSIC算法在分布式的每个雷达上相对于参考雷达的坐标进行操作。每个雷达不是将接收信号的原始数据转发到融合中心,而是在变换后的坐标中对其自身接收的信号执行二维MUSIC。因此,分布式雷达不需要将其所有测量信号报告给数据融合中心,而是转发其针对感兴趣的雷达图像区域的二维MUSIC的局部代价函数值。然后,数据融合中心可以从聚合的代价函数中联合估计目标的距离和角度信息。通过将所提出的方案应用于实验测量数据,在实际环境测试中验证了其性能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5143/8621505/09053836abba/sensors-21-07618-g001.jpg

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