Neural network applications in smart antenna arrays: A review

A Rawat, RN Yadav, SC Shrivastava - AEU-International Journal of …, 2012 - Elsevier
Techniques employed in the synthesis of antenna arrays vary from complex analytical
methods to iterative numerical methods based on optimisation algorithms. The drawback of …

Dynamic algorithm for fitness function greatly improves the optimization efficiency of frequency selective surface for better design of radar

Y Pei, A Yu, J Qin, R Yi, X Yu, S Liu, G Zhu, C Zhu… - Scientific Reports, 2022 - nature.com
Multiple objectives optimization of frequency selective surface (FSS) structures is
challenging in electromagnetic wave filter design. For example, one of the sub-objectives …

Fault finding in antenna arrays using bacteria foraging optimization technique

OP Acharya, A Patnaik… - 2011 National Conference …, 2011 - ieeexplore.ieee.org
Task of finding position and level of fault in antenna arrays from its far field pattern
information is formulated as an optimization problem and solved using bacteria foraging …

Fault and Location Detection in Planar Antenna Array Using Tuned Stacking Ensemble Machine Learning Approach

AM Kulkarni, G Saini, SS Pattnaik, S Pattnaik - Wireless Personal …, 2024 - Springer
Three different faults, namely, element fault, feed point fault, and feed network fault of
antenna array are addressed. The ensemble ML detects the type of fault and location to …

A linear antenna array failure detection using Bat Algorithm

NS Grewal, M Rattan, MS Patterh - 2015 Eighth International …, 2015 - ieeexplore.ieee.org
The element failure detection of antenna arrays is a practical issue in communication field.
The sidelobe power level increases to an unacceptable level due to element failure …

Antenna array fault detection using logistic regression technique

AM Kulkarni, G Saini, SS Pattnaik - International Conference on Artificial …, 2023 - Springer
Array antenna is widely used in 5G wireless networks. The main issue with the array
antenna is that, failure or fault in one or more elements disturbs its radiation pattern, and its …

Radiation Pattern Correction of Faulty Planar Phased Array using Genetic Algorithm

RAB Saleem, AA Shah… - Advanced …, 2024 - aemjournal.metaconferences.org
The probability of antenna array failure or malfunctioning cannot be ruled out, and hardware
replacement of faulty elements is not always a viable solution. Therefore, academic and …

Robust array diagnosis against array mismatch using amplitude-only far field data

Y Zhang, W Wang - IEEE Access, 2018 - ieeexplore.ieee.org
This paper presents an array diagnosis method using amplitude-only far-field data robust
against array mismatch. The considered array mismatch includes frequency shifting error …

Enhanced Performance Smart Antenna System using Levy Based Optimisation Algorithms for Mobile Communication

I Fawad, HV Kumaraswamy - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Optimisation in Antenna arrays is essential for enhancing various performance parameters
by choosing optimum values for element positions, amplitude excitations or phase values …

Correction for beamforming in array antenna using firefly & harmony search algorithm

A Nasir, M Maqsood - … on High-capacity Optical Networks and …, 2015 - ieeexplore.ieee.org
The use of array antennas in satellite help providing the real time control of antenna beam
pattern. Movable beam provide adaptability as well as flexibility and are particularly useful in …