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Journals >
Laser & Optoelectronics Progress >
Volume 59 >
Issue 17 >
Page 1707003 > Article
Laser & Optoelectronics Progress
Vol. 59, Issue 17, 1707003 (2022)
Correction Algorithm of Array Antenna Patterns
Xin Zhang
1
, Ming Wan
2、*
, and Dejiang Lu
1
Author Affiliations
1
Graduate School, Air Force Engineering University, Xi’an 710038, Shaanxi , China
2
Aviation Engineering School, Air Force Engineering University, Xi’an 710038, Shaanxi , China
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DOI:
10.3788/LOP202259.1707003
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Xin Zhang, Ming Wan, Dejiang Lu. Correction Algorithm of Array Antenna Patterns[J]. Laser & Optoelectronics Progress, 2022, 59(17): 1707003
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Fig. 1.
Waveform constrain
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Fig. 2.
Flow chart of improved particle swarm optimization (PSO) algorithm
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Fig. 3.
Comparison of waveform correction
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Fig. 4.
Comparison of matrix element weight vectors of different algorithms. (a) LCMV algorithm; (b) Mailloux algorithm; (c) TSLSM algorithm; (d) proposed LCPCA algorithm
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Fig. 5.
Comparison of waveform correction
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Fig. 6.
Iterative changes of important parameters of pattern
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Fig. 7.
Power spectrum comparison
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Fig. 8.
Comparison of algorithm convergence. (a) Convergence of decile optimization mechanism; (b) comparison of convergence of four algorithms
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Fig. 9.
Real-time comparison of algorithms
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Feature name
LCMV
IPSO1
LCPCA
IPSO2
Null width /(
°
)
15.22
13.49
59.39
25.39
Main lobe width /(
°
)
9.69
10.39
14.29
12.89
Side lobe level /dB
-12.36
-14.68
-20.67
-22.07
Power spectrum area
20685
20650
20554
20582
Table 1.
Comparison of important characteristic items
Serial number
LCMV
IPSO1
LCPCA
IPSO2
Amplitude
Phase /(°)
Amplitude
Phase /(°)
Amplitude
Phase /(°)
Amplitude
Phase /(°)
1
0.72
-3
0.46
5
0.06
12
0.06
-11
2
0.60
81
0.32
57
0.13
112
0.23
102
3
0.89
154
0.64
167
0.30
167
0.34
168
4
0.93
-127
0.64
-138
0.43
-133
0.44
-123
5
0.54
-50
0.59
-46
0.45
-62
0.67
-41
6
0.61
13
0.58
21
0.60
14
0.55
22
7
0.65
98
0.64
99
0.73
97
0.86
105
8
0.88
161
0.85
173
0.91
164
0.90
178
9
0.67
-108
0.66
-105
0.81
-110
0.91
-108
10
1.00
-31
1.00
-33
1.00
-35
1.00
-25
11
0.73
41
0.64
39
0.80
42
0.97
46
12
0.85
97
0.79
106
0.65
111
0.76
107
13
0.81
-159
0.70
-158
0.44
-152
0.53
-163
14
0.75
-87
0.84
-96
0.27
-91
0.49
-87
15
0.85
-3
0.73
-19
0.26
5
0.31
-4
16
0.58
-3
0.52
5
0.12
12
0.32
-11
Table 2.
Comparison of array element weight vectors
Abstract
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Xin Zhang, Ming Wan, Dejiang Lu. Correction Algorithm of Array Antenna Patterns[J]. Laser & Optoelectronics Progress, 2022, 59(17): 1707003
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Paper Information
Category: Fourier Optics and Signal Processing
Received: Nov. 1, 2021
Accepted: Mar. 3, 2022
Published Online: Sep. 10, 2022
The Author Email: Wan Ming (afwanming@163.com)
DOI:
10.3788/LOP202259.1707003
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