Title :
Selecting array configurations for MIMO systems: an evolutionary computation approach
Author :
Karamalis, Panagiotis D. ; Skentos, Nikolaos D. ; Kanatas, Athanasios G.
Author_Institution :
Mobile Radiocommun.s Lab., Nat. Tech. Univ. of Athens, Greece
Abstract :
This paper presents an antenna selection method for multiple-input multiple-output wireless systems. By exploitation of the channel transfer matrix, the antenna selection criterion is the maximization of the instantaneous capacity achieved using a specific number of transmitting and receiving antenna array elements. For each environment, the proposed method applies a genetic algorithm which seeks the most advantageous subset of antenna elements. The results are based on measured and simulated channels and show that the proposed method selects array configurations that yield superior performance compared to the arrays usually employed. Furthermore, comparative analysis results are presented, with respect to a state-of-the-art algorithm.
Keywords :
MIMO systems; antenna accessories; antenna arrays; antenna theory; genetic algorithms; radio networks; receiving antennas; telecommunication channels; transmitting antennas; MIMO system; antenna array element; antenna selection method; channel transfer matrix; genetic algorithm; multiple-input multiple-output wireless system; receiving antenna; transmitting antenna; Antenna arrays; Antenna measurements; Antennas and propagation; Evolutionary computation; Genetic algorithms; Linear antenna arrays; MIMO; Radio frequency; Receiving antennas; Transmitting antennas;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2004.837447