DocumentCode
1810406
Title
Immune algorithm in array-pattern synthesis with side lobe reduction
Author
Jianfeng, Ye ; Weizheng, Pang ; Zhang Jim
Author_Institution
Sch. of Inf. & Commun. Eng., Harbin Eng. Univ., Harbin
Volume
3
fYear
2008
fDate
21-24 April 2008
Firstpage
1127
Lastpage
1130
Abstract
An improved immune algorithm (IA) is proposed for pattern synthesis of antenna array with arbitrary geometric configuration. Unlike simple IA, the proposed IA uses Gauss mutation and adaptive clonal scale control function to enhance the searching performance. The Gauss mutation enhance the probability of optimal value searching by increasing the diversity of antibodies, while the adaptive control function of clonal scale restricts the rapid expansion of antibody scale caused by Gauss mutation. The array position and excitation amplitude are successfully optimized to obtain low side lobe of both linear and planar arrays. The approach based on IA can be used as an efficient method for pattern synthesis of array.
Keywords
Gaussian processes; artificial immune systems; geometry; linear antenna arrays; planar antenna arrays; probability; search problems; Gauss mutation; adaptive clonal scale control function; adaptive control function; antenna array; arbitrary geometric configuration; array-pattern synthesis; immune algorithm; linear arrays; optimal value searching probability; planar arrays; side lobe reduction; Adaptive control; Ant colony optimization; Antenna arrays; Artificial neural networks; Evolutionary computation; Gaussian processes; Genetic mutations; Geometry; Network synthesis; Planar arrays;
fLanguage
English
Publisher
ieee
Conference_Titel
Microwave and Millimeter Wave Technology, 2008. ICMMT 2008. International Conference on
Conference_Location
Nanjing
Print_ISBN
978-1-4244-1879-4
Electronic_ISBN
978-1-4244-1880-0
Type
conf
DOI
10.1109/ICMMT.2008.4540624
Filename
4540624
Link To Document