Title :
Joint Transmit/Receive Antenna Selection in MIMO Systems Based on the Priority-Based Genetic Algorithm
Author :
Lu, Hoang-Yang ; Fang, Wen-Hsien
Author_Institution :
Kainan Univ., Taoyuan
fDate :
6/29/1905 12:00:00 AM
Abstract :
In this letter, a novel genetic algorithm (GA) for joint transmit and receive antenna selection in multiple-input-multiple-output (MIMO) systems is presented. The new GA employs a priority mechanism in the crossover and mutation operations in the evolution process. Computer simulations show that the proposed GA can achieve close performance to the optimum algorithm but with much lower computational complexity.
Keywords :
MIMO communication; genetic algorithms; receiving antennas; transmitting antennas; MIMO system; computational complexity; computer simulation; multiple-input-multiple-output system; mutation operation; priority-based genetic algorithm; receive antenna selection; transmit antenna selection; Computational complexity; Computer simulation; Electronics packaging; Genetic algorithms; Genetic mutations; MIMO; Radio frequency; Receiving antennas; Signal processing algorithms; Transmitting antennas; Antenna selection; MIMO; antenna selection; genetic algorithm; genetic algorithm (GA); multiple-input–multiple-output (MIMO);
Journal_Title :
Antennas and Wireless Propagation Letters, IEEE
DOI :
10.1109/LAWP.2007.911387
