Title :
A water-filling algorithm for receive antenna selection based on mutual information maximization
Author :
Phan, Khoa T. ; Tellambura, C.
Author_Institution :
Alberta Univ., Edmonton
Abstract :
Despite high spectral efficiencies of multiple-input multiple-output systems, they suffer from high cost and complexity due to the use of multiple radio frequency chains. A possible solution is to select a subset of the available antennas at transmitter and/or receiver based on a criterion such as capacity maximization or error-rate minimization. In this paper, we propose a receive antenna selection algorithm to maximize instantaneous mutual information. The algorithm is based on singular value decomposition and iterative water-filling. Although sub-optimal, our algorithm performs close to optimal selection based on exhaustive search.
Keywords :
MIMO communication; antenna arrays; iterative methods; radio receivers; receiving antennas; search problems; singular value decomposition; transmitting antennas; capacity maximization; error-rate minimization; exhaustive search problem; iterative water-filling algorithm; multiple radio frequency chain; multiple-input multiple-output system; mutual information maximization; optimal selection problem; receiving antenna selection algorithm; singular value decomposition; transmitting antenna; Costs; Iterative algorithms; MIMO; Mutual information; Radio frequency; Radio transmitters; Receivers; Receiving antennas; Singular value decomposition; Transmitting antennas;
Conference_Titel :
Information Theory, 2007. CWIT '07. 10th Canadian Workshop on
Conference_Location :
Edmonton, AB
Print_ISBN :
1-4244-0769-9
Electronic_ISBN :
1-4244-0769-9
DOI :
10.1109/CWIT.2007.375717