Title :
Optimum Power and Rate Allocation for Coded V-BLAST: Average Optimization
Author :
Kostina, Victoria ; Loyka, Sergey
Author_Institution :
Dept. of Electr. Eng., Princeton Univ., Princeton, NJ, USA
fDate :
3/1/2011 12:00:00 AM
Abstract :
An analytical framework for performance analysis and optimization of coded V-BLAST is developed. Average power and/or rate allocations to minimize the outage probability as well as their robustness and dual problems are investigated. Compact, closed-form expressions for the optimum allocations and corresponding system performance are given. The uniform power allocation is shown to be near optimum in the low outage regime in combination with the optimum rate allocation. The average rate allocation provides the largest performance improvement (extra diversity gain), and the average power allocation offers a modest SNR gain limited by the number of transmit antennas but does not increase the diversity gain. The dual problems are shown to have the same solutions as the primal ones. All these allocation strategies are shown to be robust. The reported results also apply to coded multiuser detection and channel equalization systems relying on successive interference cancellation.
Keywords :
MIMO communication; decoding; equalisers; interference suppression; multiuser detection; optimisation; probability; transmitting antennas; MIMO system; SNR gain; channel equalization systems; closed-form expressions; coded V-BLAST optimization; coded multiuser detection; diversity gain; optimum power allocation; optimum rate allocation; outage probability minimization; successive interference cancellation; transmit antennas; Multi-antenna (MIMO) system; coded V-BLAST; performance analysis; power/rate allocation; spatial multiplexing;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2011.010411.090561