Reinforcement-based data transmission in temporally-correlated fading channels: Partial CSIT scenario
Paper i proceeding, 2014

Reinforcement algorithms refer to the schemes where the results of the previous trials and a reward-punishment rule are used for parameter setting in the next steps. In this paper, we use the concept of reinforcement algorithms to develop different data transmission models in wireless networks. Considering temporally-correlated fading channels, the results are presented for the cases with partial channel state information at the transmitter (CSIT). As demonstrated, the implementation of reinforcement algorithms improves the performance of communication setups remarkably, with the same feedback load/complexity as in the state-of-the-art schemes.

Författare

Behrooz Makki

Chalmers, Signaler och system, Kommunikationssystem, informationsteori och antenner, Kommunikationssystem

Tommy Svensson

Chalmers, Signaler och system, Kommunikationssystem, informationsteori och antenner, Kommunikationssystem

M. Debbah

Nokia Oy

11th International Symposium on Wireless Communications Systems, ISWCS 2014, Barcelona, Spain, 26-29 August 2014

176-181 6933342

Styrkeområden

Informations- och kommunikationsteknik

Ämneskategorier

Telekommunikation

Kommunikationssystem

DOI

10.1109/ISWCS.2014.6933342

ISBN

978-147995863-4

Mer information

Senast uppdaterat

2018-09-06