Title :
Geographic Routing in Clustered Wireless Sensor Networks Among Obstacles
Author :
Gupta, Hari Prabhat ; Rao, S.V. ; Yadav, Amit Kumar ; Dutta, Tanima
Author_Institution :
Dept. of Comput. Sci. & Eng., IIT Guwahati, Guwahati, India
Abstract :
An important issue of research in wireless sensor networks (WSNs) is to dynamically organize the sensors into a wireless network and route the sensory data from sensors to a sink. Clustering in WSNs is an effective technique for prolonging the network lifetime. In most of the traditional routing in clustered WSNs assumes that there is no obstacle in a field of interest. Although it is not a realistic assumption, it eliminates the effects of obstacles in routing the sensory data. In this paper, we first propose a clustering technique in WSNs named energy-efficient homogeneous clustering that periodically selects the cluster heads according to a hybrid of their residual energy and a secondary parameter, such as the utility of the sensor to its neighbors. In this way, the selected cluster heads have equal number of neighbors and residual energy. We then present a route optimization technique in clustered WSNs among obstacles using Dijkstra´s shortest path algorithm. We demonstrate that our work reduces the average hop count, packet delay, and energy-consumption of WSNs.
Keywords :
optimisation; pattern clustering; telecommunication network reliability; telecommunication network routing; wireless sensor networks; Dijkstra shortest path algorithm; WSNs; average hop count reduction; cluster heads; clustered wireless sensor networks; energy-consumption; energy-efficient homogeneous clustering technique; geographic routing technique; network lifetime; packet delay; residual energy; route optimization technique; sensory data routing; Delays; Energy consumption; Optimization; Routing; Sensors; Time complexity; Wireless sensor networks; Clustering; energy-efficient; obstacles; routing;
Journal_Title :
Sensors Journal, IEEE
DOI :
10.1109/JSEN.2014.2385734