weed detection using dual cluster head and faf technique through wireless sensor networks

Micheal Abisheik.S,Jegannath.M,Yoganand.S

Published in International Journal of Advanced Research in Computer Science Engineering and Information Technology

ISSN: 2321-3337          Impact Factor:1.521         Volume:4         Issue:3         Year: 01 April,2016         Pages:744-751

International Journal of Advanced Research in Computer Science Engineering and Information Technology

Abstract

The main challenge of Wireless Sensor Networks is to transfer the data with less cost and energy. Another requirement of efficient WSN is to have a maximum lifetime of sensor nodes. To overcome this barrier, many techniques such as, LEACH, PEGASIS etc., are invented over the decades. This project proposes the concept of dual cluster head which follows sleep and awake modes to share the work load. AODV routing protocol is used to enhance the next hop to be selected based on forward aware factor (FAF). This system improves the energy efficiency and reduces the delay and hence this technique can be used for weed detection among cereal crops. Low-Energy-Adaptive Clustering Head is the most popular wireless sensor technique. It is the clustering based routing algorithm. Improved version of LEACH is PEGASIS (Power Efficient Gathering in Sensor Information Systems). It is a near optimal chain based protocol. LEACH protocol is a simple solution where the clusters are formed to fuse data before transmitting to the base station. When a node dies, it is very difficult to transmit data to the base station directly hence LEACH protocol is used to transfer data efficiently to the base station. Later a protocol named PEGASIS was proposed which is an improvement over LEACH protocol

Kewords

LEACH, PEGASIS, Forward Award factor, Tiny aggregation,Hybrid Energy Efficent Distributed.

Reference

1] Huang Lu,( March 2014) Secure and Efficient Data Transmission for Cluster-Based Wireless Sensor Networks,IEEE Transaction, Vol25,No 23. [2]Mortaza Fahimi Khaton Abad P,Mohammad Ali Jabraeil Jamali, Modify LEACH algorithm for wireless sensor network, IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 5, No/ 1 ,September 2011. [3]A. Patra and S.Chouhan, Energy Efficient Hybrid Multihop Clustering Algorithm, Proceedings of the IEEE International Conference on Communication, Networks and Satellite (COMNETSAT), Yogyakarta, pp. 59-63, 2013. [4] Basu, Anindya, A. Lin, and S. Ramanathan, Routing using potentials: a dynamic traffic-aware routing algorithm, Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications, ACM, 2003. [5] V. Ramaiyan, A. Kumar, and E. Altman, Optimal hop distance and power control for a single cell, dense, ad hoc wireless network, IEEE Trans. Mobile Comput., vol. 11, no. 11, pp. 1601–1612, Nov. 2012.