Title
Energy-efficient data collection under precision constraints in wireless sensor networks
Abstract
AbstractSince nodes in wireless sensor networks WSN are energy-limited, energy-efficiency in collaborative applications is a technological barrier to expand them. One possible solution is to exploit data reported by nodes because they are in most cases correlated in time and space. In this paper, we define a novel binary integer linear program to resolve the problem of energy minimisation under data precision constraints EMDP. This program helps us determine the most appropriate nodes and give each one of them a specific role in data collection based on data correlation. Given the complexity of EMDP, we propose a heuristic solution CORAD to structure the network topology into multi-hop reconfigurable clusters. Supported by numerical simulations, CORAD is shown to be an acceptable solution to the EMDP problem.
Year
DOI
Venue
2017
10.1504/IJSNET.2017.080661
Periodicals
Keywords
Field
DocType
energy-efficiency, WSN, wireless sensor networks, dynamic clustering, data correlation, data quality, sensor selection, integer linear programming
Key distribution in wireless sensor networks,Heuristic,Efficient energy use,Computer science,Computer network,Network topology,Integer programming,Minimisation (psychology),Linear programming,Wireless sensor network,Distributed computing
Journal
Volume
Issue
ISSN
23
1
1748-1279
Citations 
PageRank 
References 
0
0.34
16
Authors
3
Name
Order
Citations
PageRank
Oualid Demigha1141.96
Walid-Khaled Hidouci2144.64
Toufik Ahmed334641.85