RMCHS: Ridge method based cluster head selection for energy efficient clustering hierarchy protocol in WSN

In wireless sensor network (WSN), energy efficiency is a one of the important consequence in smart space and extreme environments and it has a vast variety of applications. The cluster head based communication protocols play an important role for energy saving in hierarchical WSN. In most of the clustering algorithms, a cluster head (CH) will transmit a data to the sink node. This type of technique has become a traditional way to optimize energy in WSN. This paper proposes a new Synchronous transit algorithm named Ridge Method Cluster head Selection (RMCHS), which selects efficient cluster heads (CHs) to the sensor network. To consider uniformity of CHs to balance clusters, RMCHS uses a new Synchronous transit algorithm. Comparisons with well know LEACH protocols, it show's obvious better performance of RMCHS in term of residual energy, throughput, alive nodes and dead nodes.

[1]  E. Carter,et al.  Ridge method for finding saddle points on potential energy surfaces , 1993 .

[2]  Wu Jie,et al.  EECS:an energy-efficient clustering scheme in wireless sensor networks , 2007 .

[3]  P. Kamalakkannan,et al.  Energy efficient cluster head selection algorithm in mobile wireless sensor networks , 2013, 2013 International Conference on Computer Communication and Informatics.

[4]  S. Shanmugavel,et al.  HYBRID APPROACH FOR ENERGY OPTIMIZATION IN CLUSTER BASED WSN USING ENERGY BALANCING CLUSTERING PROTOCOL , 2013 .

[5]  Xin-She Yang,et al.  Engineering Optimization: An Introduction with Metaheuristic Applications , 2010 .

[6]  S. Shanmugavel,et al.  Hybrid Approach for Energy Optimization in Wireless Sensor Networks Using PSO , 2013 .

[7]  Yousef S. Kavian,et al.  SEECH: Scalable Energy Efficient Clustering Hierarchy Protocol in Wireless Sensor Networks , 2014, IEEE Sensors Journal.

[8]  S. Shanmugavel,et al.  Modified Harmony Search Algorithm for Energy Optimization in WSN , 2013 .

[9]  Jiguo Yu,et al.  A cluster-based routing protocol for wireless sensor networks with nonuniform node distribution , 2012 .

[10]  Emily A. Carter,et al.  Direct inversion in the iterative subspace‐induced acceleration of the ridge method for finding transition states , 1995 .

[11]  S. Shanmugavel,et al.  Load Balancing and Optimization of Network Lifetime by Use of Double Cluster Head Clustering Algorithm and its Comparison with Various Extended LEACH Versions , 2013 .

[12]  V. Alamelumangai,et al.  Hybrid Approach for Energy Optimization in Wireless Sensor Networks , 2014 .

[13]  Lin Wang,et al.  An energy-efficient clustering algorithm for wireless sensor networks , 2013, 2013 10th IEEE International Conference on Control and Automation (ICCA).