CLC number: TN929
On-line Access: 2024-08-27
Received: 2023-10-17
Revision Accepted: 2024-05-08
Crosschecked: 2018-09-17
Cited: 0
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Shafqat Ullah Khan, M. K. A. Rahim, Liaqat Ali. Correction of array failure using grey wolf optimizer hybridized with an interior point algorithm[J]. Frontiers of Information Technology & Electronic Engineering, 2018, 19(9): 1191-1202.
@article{title="Correction of array failure using grey wolf optimizer hybridized with an interior point algorithm",
author="Shafqat Ullah Khan, M. K. A. Rahim, Liaqat Ali",
journal="Frontiers of Information Technology & Electronic Engineering",
volume="19",
number="9",
pages="1191-1202",
year="2018",
publisher="Zhejiang University Press & Springer",
doi="10.1631/FITEE.1601694"
}
%0 Journal Article
%T Correction of array failure using grey wolf optimizer hybridized with an interior point algorithm
%A Shafqat Ullah Khan
%A M. K. A. Rahim
%A Liaqat Ali
%J Frontiers of Information Technology & Electronic Engineering
%V 19
%N 9
%P 1191-1202
%@ 2095-9184
%D 2018
%I Zhejiang University Press & Springer
%DOI 10.1631/FITEE.1601694
TY - JOUR
T1 - Correction of array failure using grey wolf optimizer hybridized with an interior point algorithm
A1 - Shafqat Ullah Khan
A1 - M. K. A. Rahim
A1 - Liaqat Ali
J0 - Frontiers of Information Technology & Electronic Engineering
VL - 19
IS - 9
SP - 1191
EP - 1202
%@ 2095-9184
Y1 - 2018
PB - Zhejiang University Press & Springer
ER -
DOI - 10.1631/FITEE.1601694
Abstract: We design a grey wolf optimizer hybridized with an interior point algorithm to correct a faulty antenna array. If a single sensor fails, the radiation power pattern of the entire array is disturbed in terms of sidelobe level (SLL) and null depth level (NDL), and nulls are damaged and shifted from their original locations. All these issues can be solved by designing a new fitness function to reduce the error between the preferred and expected radiation power patterns and the null limitations. The hybrid algorithm has been designed to control the array’s faulty radiation power pattern. Antenna arrays composed of 21 sensors are used in an example simulation scenario. The MATLAB simulation results confirm the good performance of the proposed method, compared with the existing methods in terms of SLL and NDL.
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