Efficient Mutual-Coupling Aware Fault Diagnosis of Phased Array Antennas Using Optimized Excitations

被引:4
|
作者
Prajosh, K. P. [1 ]
Ranganathan, Sreekar Sai [1 ]
Ferranti, Francesco [1 ,2 ]
Khankhoje, Uday K. [1 ]
机构
[1] Indian Inst Technol Madras, Dept Elect Engn, Chennai 600036, Tamil Nadu, India
[2] Vrije Univ Brussel, Dept Appl Phys & Photon, Brussels Photon, B-1050 Brussels, Belgium
来源
关键词
Fault diagnosis; Mutual coupling; Antenna measurements; Phased arrays; Couplings; Mathematical models; Coherence; optimization methods; phased arrays; signal processing;
D O I
10.1109/LAWP.2022.3184758
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Antenna fault diagnosis for phased antenna arrays is an important research area since faulty elements deteriorate the expected field pattern, leading to degraded performance in various applications. While several compressive sensing-based techniques have been proposed, they rely on a simplified array factor formula, ignoring mutual coupling effects among antennas. We show that this assumption can lead to poor diagnosis in the presence of significant mutual coupling by using two popular models-the average embedded element pattern and a port-level coupling matrix approach. Also, we optimize the antenna excitations to minimize the mutual coherence of the system measurement matrix, leading to a reduced number of measurements required for fault diagnosis. Our simulation results indicate that accounting for the effect of mutual coupling results in a far more reliable diagnosis. In addition, our framework is executed using a single measurement probe fixed in space, thus making a step toward practical fault diagnosis techniques that can be deployed on antenna array systems.
引用
收藏
页码:1906 / 1910
页数:5
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