Title :
Dynamic range selection for antenna-array gains in high-resolution channel parameter estimation
Author :
Xuefeng Yin ; Yuandong Hu ; Zhimeng Zhong
Author_Institution :
Sch. of Electron. & Inf. Eng., Tongji Univ., Shanghai, China
Abstract :
In this paper, a method of choosing direction estimation range is proposed for high-resolution channel parameter estimation by using the Space-Alternating Generalized Expectation-maximization (SAGE) algorithm. The proposed method applies in cases where directional multi-antenna arrays are used for channel measurements. In the method, the direction estimation range is determined by specifying appropriate values for the dynamic range of array gain (DRAG) of directional arrays. A simple rationale is provided for calculating the lower-bound of DRAG. Both simulation and measurement results demonstrate that when the DRAG is properly selected, the estimation errors retains at an acceptable level and the spurious paths, i.e. the estimated path without its counterpart in reality, appear with low possibilities.
Keywords :
antenna arrays; directive antennas; expectation-maximisation algorithm; SAGE algorithm; antenna-array gains; directional multi antenna arrays; dynamic range of array gain; dynamic range selection; high resolution channel parameter estimation; space alternating generalized expectation-maximization algorithm; Directional antenna array; direction estimation range; environment characterization metric; spurious paths; the SAGE algorithm;
Conference_Titel :
Wireless Communications & Signal Processing (WCSP), 2012 International Conference on
Conference_Location :
Huangshan
Print_ISBN :
978-1-4673-5830-9
Electronic_ISBN :
978-1-4673-5829-3
DOI :
10.1109/WCSP.2012.6542881