Title :
Performance bounds for antenna selection in MIMO systems
Author :
Gorokhov, A. ; Gore, D. ; Paulraj, A.
Author_Institution :
Philips Res. Nat. Lab., Eindhoven, Netherlands
Abstract :
This paper discusses antenna sub-set selection in multiple-input multiple-output wireless systems. The antennas are selected so as to maximize the channel capacity. We present a near-optimal selection algorithm that enables tractable statistical analysis of the selection gain. We show that with antenna selection the capacity is statistically lower bounded by the capacity of the set of parallel independent SIMO channels each with selection diversity. We leverage this result to prove the equivalence in diversity order between the full system (all receive antennas) and the system with antenna selection. Simulations validating analysis and illustrating algorithm performance are also presented.
Keywords :
MIMO systems; antenna arrays; channel capacity; diversity reception; fading channels; radio networks; receiving antennas; statistical analysis; transmitting antennas; MIMO systems; Shannon capacity; adaptive selection; antenna selection; antenna sub-set selection; capacity losses; channel capacity; flat fading channels; multiple-input multiple-output wireless systems; parallel independent SIMO channels; performance bounds; receive antennas; selection diversity; selection gain; single-input multiple-output; statistical analysis; transmit antenna; AWGN; Algorithm design and analysis; Channel capacity; Diversity reception; Iterative algorithms; MIMO; Network address translation; Receiving antennas; Statistical analysis; Transmitting antennas;
Conference_Titel :
Communications, 2003. ICC '03. IEEE International Conference on
Print_ISBN :
0-7803-7802-4
DOI :
10.1109/ICC.2003.1203962