Network Performance Measurement through Machine to Machine Communication in TeleRobotics System

Context-aware Multi-agent System in Machine-to-Machine Communication

Machine-to-Machine (M2M) communication refers to communication among machines without or with only limited human intervention. The paper deals with context-awareness in M2M communication and proposes rich presence information as a concept to address context information in a multi-agent system supporting networking of machines. Rich Presence Information Data (RPID) extensions suitable for M2M ar...

Facilitating Machine to Machine (M2M) Communication using GSM Network

In this paper a method to facilitate M2M communication using existing GSM networks is proposed – as M2M devices primarily use SMS as their data bearer, the focus is on increasing the number of devices that can use the associated GSM signaling channels at a time. This is achieved by defining a new class of low mobility, static M2M devices which use a modified physical layer control frame structu...

Remote machine maintenance system through Internet and mobile communication

Machine condition monitoring is important to factory efficiency and safety of workers. A variety of vibration signals analysis techniques have long been used to diagnosis machine status. Based on the newest Internet and mobile communication technology we developed a remote fault diagnostic system with many merits. This remote monitoring system takes XML as a core and uses it to encode diagnosti...

Optimizing Network Performance in Distributed Machine Learning

To cope with the ever growing availability of training data, there have been several proposals to scale machine learning computation beyond a single server and distribute it across a cluster. While this enables reducing the training time, the observed speed up is often limited by network bottlenecks. To address this, we design MLNET, a host-based communication layer that aims to improve the net...

Massive Access for Machine-to-Machine Communication in Cellular Networks