標題: Signal-Centric Predictive Polling for Medium Access Control in M2M Communications Networks
作者: Gau, Rung-Hung
Chen, Chih-Huan
電子工程學系及電子研究所
Department of Electronics Engineering and Institute of Electronics
關鍵字: machine-to-machine communications;polling-based medium access control;stochastic processes;mean square estimation
公開日期: 2015
摘要: In this paper, we propose signal-centric polling-based medium access control algorithms for machine-to-machine communications networks in which the total number of machines is much larger than the total number of channels. To minimize the total prediction error of signals collected at the base station in each time slot, we propose the signal-centric predictive polling algorithm. To mitigate the starvation problem, we propose the weighted signal-centric predictive polling algorithm that strikes a good balance between prediction error and fairness. Analytical and simulation results are included to justify the usage of the proposed algorithms.
URI: http://hdl.handle.net/11536/135925
ISBN: 978-1-4799-8406-0
ISSN: 1525-3511
期刊: 2015 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC)
起始頁: 1107
結束頁: 1112
Appears in Collections:Conferences Paper