DocumentCode :
1277642
Title :
Optimum Power and Rate Allocation for Coded V-BLAST: Instantaneous Optimization
Author :
Kostina, Victoria ; Loyka, Sergey
Author_Institution :
Dept. of Electr. Eng., Princeton Univ., Princeton, NJ, USA
Volume :
59
Issue :
10
fYear :
2011
fDate :
10/1/2011 12:00:00 AM
Firstpage :
2841
Lastpage :
2850
Abstract :
Several instantaneous optimization strategies for rate and/or power allocation in the coded V-BLAST are studied analytically. Outage probabilities and system capacities of these strategies in a spatial multiplexing system are compared under generic settings. The conventional waterfilling algorithm is shown to be suboptimal for the coded V-BLAST and a new algorithm ("fractional water-filling") is proposed, which simultaneously maximizes the system capacity and minimizes the outage probability. Closed-form performance analysis of the considered algorithms is given, and the fractional water-filling algorithm is shown to attain the full MIMO channel diversity, significantly outperforming other strategies. Many of the results also apply to generic multi-stream transmission systems (e.g. spatial multiplexing on the channel eigenmodes, OFDM) or the systems relying on successive interference cancelation (multi-user detection, channel equalization).
Keywords :
MIMO communication; channel coding; diversity reception; probability; space division multiplexing; wireless channels; MIMO channel diversity; closed-form performance analysis; coded V-BLAST; fractional waterfilling algorithm; instantaneous optimization; multistream transmission system; optimum power allocation; outage probability; rate allocation; spatial multiplexing system; system capacity; Algorithm design and analysis; Capacity planning; Multiplexing; Optimization; Resource management; Signal to noise ratio; Transmitters; Multi-antenna (MIMO) system; coded V-BLAST; performance analysis; power/rate allocation; spatial multiplexing; waterfilling;
fLanguage :
English
Journal_Title :
Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
0090-6778
Type :
jour
DOI :
10.1109/TCOMM.2011.071111.100485
Filename :
5958747
Link To Document :
بازگشت