Receive antenna selection for mimo spatial multiplexing: theory and algorithms
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- 19 December 2003
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Signal Processing
- Vol. 51 (11) , 2796-2807
- https://doi.org/10.1109/tsp.2003.818204
Abstract
This paper discusses the problem of receive antenna subset selection in multiple-input multiple-output spatial multiplexing (MIMO-SM) systems. We develop selection algorithms for maximizing the channel capacity. One algorithm in particular allows tractable statistical analysis of performance. We leverage this to prove that the capacity of the system through receive antenna selection is statistically lower bounded by the capacity of a set of parallel independent single input multiple output (SIMO) channels, each with selection diversity. This provides the crucial step in proving the next main result: The diversity order achievable through antenna selection is the same as that of the full system. The result sets up strong motivation for introducing receive selection in MIMO-SM systems. The remainder of the paper discusses selection algorithms for two popular MIMO-SM systems, namely, ordered successive interference cancellation with independently encoded layers and minimum mean square error (MMSE) receiver with joint encoding of data streams. Extensive Monte Carlo simulations are presented to validate and demonstrate performance.Keywords
This publication has 21 references indexed in Scilit:
- Performance analysis of MIMO systems with antenna selection over quasi-static fading channelsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2003
- Transmit selection in spatial multiplexing systemsIEEE Communications Letters, 2002
- Capacity of MIMO systems with antenna selectionPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Outage error probability for space-time codes over Rayleigh fadingPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- MIMO antenna subset selection with space-time codingIEEE Transactions on Signal Processing, 2002
- Antenna selection algorithms for MEA transmission systemsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Space-time block codes from orthogonal designsIEEE Transactions on Information Theory, 1999
- On Limits of Wireless Communications in a Fading Environment when Using Multiple AntennasWireless Personal Communications, 1998
- Comparison of diversity combining techniques for Rayleigh-fading channelsIEEE Transactions on Communications, 1996
- Aspects of Multivariate Statistical TheoryPublished by Wiley ,1982