A Novel Elliptical-Cylindrical Antenna Array for Radar Applications

Abstract: With the advancement of radar technology, detecting objects, determining the structure of the target, and estimating the direction and the speed is prominently increasing. There is no doubt that small cross section targets are hardly identified and determined. This problem demands the need for antenna pattern synthesizing with a high gain and highly reduced sidelobe level (SLL). In this paper, an optimization technique called self-adaptive differential evolution (SaDE) that can be able to learn and behave intelligently is integrated to determine an optimal set of excitation weights in the design of elliptical-cylindrical antenna array (ECAA). In this work, the SaDE-optimized hyper beam is proposed to achieve qualified radar performances. Nonuniform excitation amplitudes of the individual array elements of ECAA are performed to obtain reduced SLL, high directivity, and flexible radiation pattern which are crucial in radar applications. With increased antenna gain, small cross section objects can be accurately identified and determined even in volatile environment where there are different natures of interferences. Besides, the proposed work enables steering electronically and it allows scanning very rapidly across a wide range of elevation and azimuth planes. To evaluate the improved performance of the proposed optimization scheme, comparison is done with genetic algorithm (GA), particle swarm optimization (PSO), biogeography-based optimization (BBO), and invasive weed optimization (IWO) against different parameters. In general, the proposed work of pattern synthesis has resulted in much better reduction in SLL and first null beamwidth (FNBW) than both the uniformly excited and thinned ECAA. The results of this study clearly revealed that the SLL is highly reduced at a very directive beamwidth. The proposed antenna array offers high system availability over wide range of radar applications.

READ FULL TEXT
research
03/12/2020

Feasibility study of antenna synthesis using hyper beamforming

Wireless communication requires an effective antenna synthesis that char...
research
03/12/2020

SLL attenuation-based thinned antenna design for next-generation communications

Among the hot issues of the Fifth Generation (5G), developing by the Thi...
research
02/27/2018

Cognitive Radar Antenna Selection via Deep Learning

Direction of arrival (DoA) estimation of targets improves with the numbe...
research
09/06/2019

Supervised Learning Based Super Resolution DOA Estimation Utilizing Antenna Array Subsets

In this paper, we introduce a novel algorithm that can dramatically redu...
research
07/06/2022

Optimal Pattern synthesis of linear antenna array using Ant Hill Colonization Optimization algorithm(AHCOA)

The aim of this paper is to introduce AHCOA to the electromagnetic and a...
research
02/12/2020

Branch-and-Bound Method for Just-in-Time Optimization of Radar Search Patterns

Electronic phased-array radars offer new possibilities for radar search ...
research
02/28/2022

A Machine Learning Generative Method for Automating Antenna Design and Optimization

To facilitate the antenna design with the aid of computer, one of the pr...

Please sign up or login with your details

Forgot password? Click here to reset