Title :
Fuzzy Assisted Event Driven Data Collection from Sensor Nodes in Sensor-Cloud Infrastructure
Author :
Bhunia, Suman Sankar ; Pal, Jayanta ; Mukherjee, Nandini
Author_Institution :
Sch. of Mobile Comput. & Commun., Jadavpur Univ., Kolkata, India
Abstract :
Wireless Sensor Network(WSN) consists of sensor nodes which are deployed densely in an area of interest. The area is intended to be sensed or monitored. Each sensor node is a tiny and power constrained device which is assigned the task of monitoring. One of the most important requirements for wireless sensor networks is systematic collection of data, where sensed data are collected at sensor nodes and forwarded to a base station through number of hops for further processing. This paper presents an event-driven data gathering scheme in a Sensor-Cloud infrastructure. The scheme uses Fuzzy logic to ensure efficient data collection and report a select set of data which is required. Aim of this work is to minimal use of communication resource and reduce overhead while collecting sensor data. Also, an attempt is made to implement the scheme on Tiny OS using TelosB motes for real-time testing.
Keywords :
cloud computing; fuzzy logic; wireless sensor networks; TelosB motes; TinyOS; WSN; communication resource; event-driven data gathering scheme; fuzzy assisted event driven data collection; fuzzy logic; overhead reduction; power constrained device; real-time testing; sensor-cloud infrastructure; wireless sensor network; Atomic measurements; Data collection; Fuzzy logic; Humidity; Monitoring; Temperature sensors; Wireless sensor networks; Data Collection; Fuzzy Set; Sensor-Cloud; TinyOS; Wireless Sensor Network;
Conference_Titel :
Cluster, Cloud and Grid Computing (CCGrid), 2014 14th IEEE/ACM International Symposium on
Conference_Location :
Chicago, IL
DOI :
10.1109/CCGrid.2014.77