Reference Hub6
An Efficient Cluster-Based Routing Protocol for WSNs Using Time Series Prediction-Based Data Reduction Scheme

An Efficient Cluster-Based Routing Protocol for WSNs Using Time Series Prediction-Based Data Reduction Scheme

Dhirendra Pratap Singh, Vikrant Bhateja, Surender Kumar Soni
Copyright: © 2013 |Volume: 3 |Issue: 3 |Pages: 17
ISSN: 2156-1737|EISSN: 2156-1729|EISBN13: 9781466633407|DOI: 10.4018/ijmtie.2013070102
Cite Article Cite Article

MLA

Singh, Dhirendra Pratap, et al. "An Efficient Cluster-Based Routing Protocol for WSNs Using Time Series Prediction-Based Data Reduction Scheme." IJMTIE vol.3, no.3 2013: pp.18-34. http://doi.org/10.4018/ijmtie.2013070102

APA

Singh, D. P., Bhateja, V., & Soni, S. K. (2013). An Efficient Cluster-Based Routing Protocol for WSNs Using Time Series Prediction-Based Data Reduction Scheme. International Journal of Measurement Technologies and Instrumentation Engineering (IJMTIE), 3(3), 18-34. http://doi.org/10.4018/ijmtie.2013070102

Chicago

Singh, Dhirendra Pratap, Vikrant Bhateja, and Surender Kumar Soni. "An Efficient Cluster-Based Routing Protocol for WSNs Using Time Series Prediction-Based Data Reduction Scheme," International Journal of Measurement Technologies and Instrumentation Engineering (IJMTIE) 3, no.3: 18-34. http://doi.org/10.4018/ijmtie.2013070102

Export Reference

Mendeley
Favorite Full-Issue Download

Abstract

Wireless Sensor Networks (WSNs) consists of number of tiny, low cost and low power sensor nodes to monitor some physical phenomenon like temperature, pressure, vibration, seismic events, landslide detection etc. The communication subsystem in WSNs is primarily responsible for energy consumption. This becomes a constraint in these N/Ws owing to the usage of non-rechargeable battery having a limited power supply. Hence, the present work incorporates a time series prediction based data reduction scheme to develop an energy efficient routing protocol for minimizing energy consumption of WSNs. In this paper, three approaches have been devised involving energy efficient cluster based routing protocol with residual energy and distance based cluster head selection method. The cluster formation in the proposed approaches is different from Low Energy Adaptive Clustering Hierarchy (LEACH) routing protocol as its clusters will be fixed throughout the life of WSN. This leads to a reduction in overheads during cluster formation. Further, inter-cluster and intra-cluster transmissions are also minimized which results in an overall reduction in energy consumption of WSNs.

Request Access

You do not own this content. Please login to recommend this title to your institution's librarian or purchase it from the IGI Global bookstore.