Title :
Knowledge discovery in WSN using mobile agents
Author :
Amine, Rais ; Amine, Kada ; Khalid, Bouragba ; Elhoussaine, Ziyati ; Mohammed, Ouzzif
Author_Institution :
Lab. RITM, Univ. Hassan II Casablanca, Casablanca, Morocco
Abstract :
The lifespan of wireless sensors networks (WSN) is entirely dependent on the energy level in sensors. To reduce the energy consumption, the traffic exchange between sensor nodes must be reduced in order to preserve the remaining energy. To reduce the network traffic overhead and prolong the lifespan of the network, we can use mobile agents to gather data from source nodes. However, this solution can be expensive in terms of delivery latency. For that we propose a new energy protocol named Energy Efficient Clustering with Mobile Agents (EECMA) based on combining the two paradigms of client/server and mobile agent to achieve the trade-off between increasing the network lifetime and reducing the data delivery latency. Furthermore, we expose a multidimensional model to process incoming data from sinks in order to enhance the overall performance of our system.
Keywords :
data mining; mobile agents; protocols; telecommunication computing; telecommunication power management; wireless sensor networks; EECMA protocol; WSN; energy consumption reduction; energy efficient clustering; energy protocol; knowledge discovery; mobile agents; wireless sensors network; Energy consumption; Mobile agents; Protocols; Sensor phenomena and characterization; Servers; Wireless sensor networks; Wireless sensors networks; business Intelligence; clustering; data aggregation; data warehouse; energy efficiency; mobile agents;
Conference_Titel :
Intelligent Systems and Computer Vision (ISCV), 2015
Conference_Location :
Fez
Print_ISBN :
978-1-4799-7510-5
DOI :
10.1109/ISACV.2015.7106161