Title :
Adaptive power allocation strategies for distributed space-time coding in cooperative MIMO networks
Author :
Tong Peng ; de Lamare, Rodrigo C. ; Schmeink, Anke
Author_Institution :
Dept. of Electron., Univ. of York, York, UK
Abstract :
Adaptive power allocation (PA) algorithms with different criteria for a cooperative multiple-input multiple-output network equipped with distributed space-time coding are proposed and evaluated. Joint constrained optimisation algorithms to determine the PA parameters and the receive filter are proposed for each transmitted symbol in each link, as well as the channel coefficients matrix. Linear receive filter and maximum-likelihood detection are considered with amplify-and-forward and decode-and-forward cooperation strategies. In these proposed algorithms, the elements in the PA matrices are optimised at the destination node and then transmitted back to the relay nodes via a feedback channel. The effects of the feedback errors are considered. Linear minimum mean square error expressions and the PA matrices depend on each other and are updated iteratively. Stochastic gradient algorithms are developed with reduced computational complexity. Simulation results show that the proposed algorithms obtain significant performance gains as compared with existing PA schemes.
Keywords :
MIMO communication; amplify and forward communication; channel allocation; channel coding; cooperative communication; decode and forward communication; error statistics; feedback; filtering theory; gradient methods; least mean squares methods; matrix algebra; maximum likelihood detection; optimisation; space-time codes; stochastic processes; PA matrix optimisation; PA parameter determination; adaptive power allocation strategy; amplify and forward cooperation strategy; channel coefflcients matrix; computational complexity reduction; cooperative multiple input multiple output network; decode and forward cooperation strategy; destination node; distributed space-time coding; feedback channel; feedback error; iterative method; joint constrained optimisation algorithm; linear minimum mean square error; linear receive filter; maximum likelihood detection; relay nodes; stochastic gradient algorithm; symbol transmission;
Journal_Title :
Communications, IET
DOI :
10.1049/iet-com.2013.0555