Title :
An application of hybrid nature inspired computational technique to detect faulty element in array antenna
Author :
Khan, Shafqat Ullah ; Qureshi, Ijaz Mansoor ; Zaman, Fawad ; Shoaib, Bilal ; Ashraf, Kabir
Author_Institution :
Sch. of Eng. & Appl. Sci., ISRA Univ., Islamabad, Pakistan
Abstract :
Detection of faulty antenna element in arrays is one of the hot area of research in the field of adaptive beamforming which has direct applications in radar, sonar, mobile communication etc. Due to element failure, the radiation pattern of array is damaged in terms of sidelobes levels, nulls depth and displacement of nulls from their original positions. In order, to correct the faulty pattern, first it is important to precisely detect the respective faulty antenna element. In this work, we introduce hybrid nature inspire technique based on harmony search and firefly algorithm (HS-FA) to detect the position of faulty element in arrays. The HS-FA has shown fairly good accuracy and fast convergence as compared to HS and FA alone. The performance criterion is based on cost function (fitness function) which defines an error between the degraded and estimated power patterns. The simulation results are carried out for Dolph Chebyshev array which consists of 30 elements.
Keywords :
Chebyshev approximation; antenna arrays; antenna radiation patterns; array signal processing; fault diagnosis; Dolph Chebyshev array; adaptive beamforming; array antenna; faulty antenna element; harmony search and firefly algorithm; hybrid nature inspired computational technique; radiation pattern; Antenna arrays; Antenna radiation patterns; Arrays; Chebyshev approximation; Convergence; Radar antennas; fault detection; firefly algorithm; harmony search algorithm;
Conference_Titel :
Applied Sciences and Technology (IBCAST), 2015 12th International Bhurban Conference on
Conference_Location :
Islamabad
DOI :
10.1109/IBCAST.2015.7058572