USING NEURAL NETWORKS FOR FAULT DETECTION IN PLANAR ANTENNA ARRAYS

被引：14
|
作者：
Vakula, D. [1 ]
Sarma, N. V. S. N. [1 ]
机构：
[1] Natl Inst Technol, Warangal 506004, Andhra Pradesh, India
来源：
PROGRESS IN ELECTROMAGNETICS RESEARCH LETTERS | 2010年 / 14卷
关键词：
D O I：
10.2528/PIERL10030401
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：
A method to diagnose on-off faults in a planar antenna arrays using far field radiation pattern is presented. A systematic approach is suggested for detecting location of faulty elements using Artificial Neural Networks (ANN). Radial Basis Function neural network (RBF) and Probabilistic neural network (PNN) are considered for performance comparison.
引用
收藏
页码：21 / 30
页数：10
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