Reinforcement-based data transmission in temporally-correlated fading channels: Partial CSIT scenario
Paper in proceedings, 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.

Author

Behrooz Makki

Chalmers, Signals and Systems, Kommunikationssystem, informationsteori och antenner, Communication Systems

Tommy Svensson

Chalmers, Signals and Systems, Kommunikationssystem, informationsteori och antenner, Communication Systems

M. Debbah

Nokia Oy

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

176-181 6933342

Areas of Advance

Information and Communication Technology

Subject Categories

Telecommunications

Communication Systems

DOI

10.1109/ISWCS.2014.6933342

ISBN

978-147995863-4

More information

Latest update

9/6/2018 2