DocumentCode
2151281
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
fYear
2015
fDate
8-12 June 2015
Firstpage
4745
Lastpage
4750
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications (ICC), 2015 IEEE International Conference on
Conference_Location
London, United Kingdom
Type
conf
DOI
10.1109/ICC.2015.7249073
Filename
7249073
Link To Document