Fast antenna selection algorithms for MIMO systems

Summary, in English

We consider the capacity of multiple-input-multiple-output (MIMO) systems with reduced complexity. One link end uses all available antennas, while the other chooses the "best" L out of N antennas. The selection of the optimum antenna subset requires an exhaustive search of all possible combinations, involving (/sub L//sup N/) computations of determinants of size L /spl times/ L, which can become prohibitively complex. In this paper, we suggest a class of fast antenna selection algorithm that are based on the correlation or mutual information between the signals at the different antenna elements. It requires less than N/sup 2/ vector multiplications and thus leads to dramatic savings on the computation time. Its performance is very close to the optimum selection procedure: the capacity penalty is less than l bit/s/Hz for the analyzed examples. The algorithm thus offers the possibility of almost-optimum selection even in fast-changing environments.

• Författare: Y S Choi; Andreas Molisch; M Z Win; J H Winters
• Avdelning/ar: Institutionen för elektro- och informationsteknik
• Publiceringsår: 2003
• Språk: Engelska
• Sidor: 1733-1737
• Publikation/Tidskrift/Serie: IEEE 58th Vehicular Technology Conference, 2003. VTC 2003-Fall.
• Volym: 3
• Länkar: http://dx.doi.org/10.1109/VETECF.2003.1285322
• Dokumenttyp: Konferensbidrag
• Ämne: Electrical Engineering, Electronic Engineering, Information Engineering
• Nyckelord: correlation methods; antenna arrays; antenna accessories; MIMO systems
• Conference name: IEEE Vehicular Technology Conference. VTC Fall, 2003
• Conference date: 2003-10-06 - 2003-10-09
• Conference place: Orlando, FL, United States
• Status: Published
• ISBN/ISSN/Övrigt: ISSN: 1090-3038; ISBN: 0-7803-7954-3