MmWave communication is a promising communication technique of future 5G system.
Large bandwidth and high directional gain are the two advantages of mmWave …

Antenna failure diagnosis is one of the essential problems in the area of radar and wireless
communications. In this paper, a new method based on convolutional neural network (CNN) …

In this communication, we propose to use a deep learning (DL) approach to detect unit
failure in array antennas. Due to natural machine life cycle and/or unexpected accidents …

In this work, a machine learning technique is used to detect and locate failed elements in an
antenna array. The approach allows for detection and location of up to two simultaneous …

Millimeter-wave (mmWave) communication systems rely on large-scale antenna arrays to
combat large path-loss at mmWave band. Due to hardware characteristics and deployment …

The millimeter wave (mmWave) has become one of the key technologies in the fifth
generation (5G) cellular network due to its potential in providing huge undeveloped …

5G core frequency band, mmWave, is about ten times wider than the existing commercial
frequency band, enabling various services to be created. However, due to the characteristics …

It can be extremely mission-critical to identify the source of an error in satellite
communication systems and in this initial work an approach based on neural networks is …

Millimeter wave (mmWave) techniques have attracted much attention in recent years owing
to features such as substantial bandwidth for communication, and it has applications in radar …

One key communication block in 5G and 6G radios is the active phased array (APA). To
ensure reliable operation, efficient and timely fault diagnosis of APAs on-site is crucial. To …