Title :
Optimal selective feedback policies for opportunistic beamforming under peak feedback constraints
Author :
Samarasinghe, Tharaka ; Inaltekin, Hazer ; Evans, Jamie S.
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Melbourne, Melbourne, VIC, Australia
Abstract :
Opportunistic beamforming (OBF) is a well-known communication technique that utilizes partial channel state information (CSI) to obtain multiuser diversity gains in the downlink. We focus on the structure of the optimal homogenous threshold feedback policy that maximizes the ergodic downlink sum-rate for OBF under a peak feedback load constraint, which we model by using a multi-packet reception model for the uplink. We solve the resulting quasi-convex optimization problem by obtaining a formula for the sum-rate maximizing feedback probability. While providing insights on the implications of our results in practical systems, we also illustrate the tradeoff between feedback and rate by obtaining the Pareto optimal boundary between feasible and infeasible feedback-rate pairs.
Keywords :
Pareto optimisation; array signal processing; diversity reception; feedback; multiuser channels; Pareto optimal boundary; ergodic downlink sum-rate; feedback-rate pairs; multiuser diversity gains; opportunistic beamforming; optimal selective feedback policies; partial channel state information; peak feedback constraints; sum-rate maximizing feedback probability; Downlink; Fading; Feeds; Interference; Optimization; Signal to noise ratio; Vectors;
Conference_Titel :
Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
Conference_Location :
Cambridge, MA
Print_ISBN :
978-1-4673-2580-6
Electronic_ISBN :
2157-8095
DOI :
10.1109/ISIT.2012.6284060