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
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;
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
DOI :
10.1109/ICMMT.2008.4540624