Title :
Adaptive Distributed Space-Time Coding for Cooperative MIMO Relaying Systems with Limited Feedback
Author :
Tong Peng ; de Lamare, Rodrigo C. ; Schmeink, Anke
Author_Institution :
Dept. of Electron., Univ. of York, York, UK
Abstract :
An adaptive distributed space-time coding (DSTC) scheme is proposed for two-hop cooperative MIMO networks. Linear minimum mean square error (MMSE) receive filters and adjustable matrices subject to a power constraint are considered with an amplify-and-forward (AF) cooperation strategy. In the proposed DSTC scheme, an adjustable matrix obtained by a feedback channel is employed to transform the space-time coded matrix at the relay node. Linear MMSE expressions of the adjustable code matrices based on the mean square error (MSE) and the maximum likelihood (ML) criteria are derived. The effects of the limited feedback and the feedback errors on the performance are considered. A stochastic gradient (SG) algorithm is also developed with reduced computational complexity. The simulation results show that the proposed algorithms obtain significant performance gains as compared to existing DSTC schemes.
Keywords :
MIMO communication; adaptive codes; amplify and forward communication; cooperative communication; feedback; gradient methods; maximum likelihood estimation; mean square error methods; space-time codes; telecommunication channels; DSTC schemes; MMSE receive filters; adaptive distributed space-time coding; adjustable code matrices; adjustable matrix; amplify-and-forward cooperation strategy; computational complexity; cooperative MIMO relaying systems; feedback channel; feedback errors; limited feedback; linear MMSE expressions; linear minimum mean square error; maximum likelihood criteria; power constraint; relay node; space-time coded matrix; stochastic gradient algorithm; two-hop cooperative MIMO networks; Algorithm design and analysis; Encoding; MIMO; Optimization; Receivers; Relays; Vectors;
Conference_Titel :
Vehicular Technology Conference (VTC Spring), 2013 IEEE 77th
Conference_Location :
Dresden
DOI :
10.1109/VTCSpring.2013.6691856