Energy-efficient reporting mechanisms for multi-type real-time monitoring in machine-to-machine communications networks
Journal
Proceedings - IEEE INFOCOM
Pages
136-144
Date Issued
2012
Author(s)
Abstract
In Machine-to-Machine (M2M) communications, machines are wirelessly connected to accomplish collaborative tasks without human intervention, and provide ubiquitous solutions for real-time monitoring. The real-time monitoring application is one of the killer applications for M2M communications, where M2M nodes transmit sensed data to an M2M gateway, and then the M2M gateway can have real-time monitoring for each sensing region. In real-time monitoring application, the energy consumption for the M2M nodes to send sensed data to the M2M gateway is an important factor that significantly affects the performance of the system. In this paper, we first consider the energy consumption as well as the validity of sensed data to design either centralized or distributed energy-efficient reporting mechanisms. We then analyze the complexity of the reporting mechanisms. Simulation experiments are conducted to investigate the performance of the proposed mechanisms, and show that the distributed mechanism outperforms the centralized mechanism when the M2M nodes are mobile. © 2012 IEEE.
SDGs
Other Subjects
Collaborative tasks; Data validity; Energy efficient; Human intervention; Killer-application; Machine-to-machine communications; Real time monitoring; Sensing region; Simulation experiments; Automation; Energy efficiency; Energy utilization; Telecommunication systems
Type
conference paper