Title :
Tight probabilistic MSE constrained multiuser MISO transceiver design under channel uncertainty
Author :
He, Xin ; Wu, Yik-Chung
Author_Institution :
Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong
Abstract :
A novel optimization method is proposed to solve the probabilistic mean square error (MSE) constrained multiuser multiple-input single-output (MU-MISO) transceiver design problem. Since the probabilistic MSE constraints cannot be expressed in closed-form under Gaussian channel uncertainty, existing probabilistic transceiver design methods rely on probability inequality approximations, resulting in conservative MSE outage realizations. In this paper, based on local structure of the feasible set in the probabilistic MSE constrained transceiver design problem, a set squeezing procedure is proposed to realize tight MSE outage control. Simulation results show that the MSE outage can be realized tightly, which results in significantly reduced transmit power compared to the existing inequality based probabilistic transceiver design.
Keywords :
Approximation methods; Channel estimation; Optimization; Probabilistic logic; Signal processing; Transceivers; Uncertainty; Channel uncertainty; Probabilistic MSE constrained transceiver design; Tight probabilistic control;
Conference_Titel :
Communications (ICC), 2015 IEEE International Conference on
Conference_Location :
London, United Kingdom
DOI :
10.1109/ICC.2015.7249073