Title :
GA-based pilot-aided channel estimation without interpolation in OFDM systems
Author :
Lee, Shu-Hong ; Hung, Ho-Lung
Author_Institution :
Dept. of Electron. Eng., ChienKuo Technol. Univ., Changhua, Taiwan
Abstract :
Pilot-aided channel estimation methods in orthogonal frequency division multiplexing (OFDM) systems usually involve an interpolation technique to estimate the channel frequency response of non-pilot subcarriers. This paper presents a genetic algorithm (GA)-based pilot-aided channel estimation scheme without any interpolation techniques in OFDM systems. It is the unknown data signals search method estimating channel impulse response with both the searched data signals and the pilot signals. Although the simulation results showed that the proposed method was not superior to the conventional pilot-aided channel estimation method involving cubic-spline interpolation or linear interpolation with the considered pilot patterns, the proposed scheme is a novel idea and worthy of a further study.
Keywords :
OFDM modulation; channel estimation; frequency response; genetic algorithms; interpolation; transient response; OFDM systems; cubic-spline interpolation; data signals search method; frequency response; genetic algorithm; impulse response; orthogonal frequency division multiplexing; pilot aided channel estimation; Automatic control; Automation; Channel estimation; Communication system control; Interpolation; OFDM; Channel estimation; GA; Interpolation; OFDM;
Conference_Titel :
Computer Communication Control and Automation (3CA), 2010 International Symposium on
Conference_Location :
Tainan
Print_ISBN :
978-1-4244-5565-2
DOI :
10.1109/3CA.2010.5533358