Data collection using score based load balancing algorithm in wireless sensor networks

In wireless sensor network data collection is always a big problem, collection should be power efficient, which increase the life of the sensor. The sensor nodes which are distant from the base station take more energy and die early. To improve life of network, the score based load balancing algorithm is proposed. The sensor nodes transfer the data to the cluster head using score based load balancing algorithm. The load of a node will balance using lowest score node among the sensor node and cluster head. Cluster head compress data from the cluster nodes and forward the compressed data towards sink node. The compression on a cluster head will reduce the number of transmissions.

[1]  Deborah Estrin,et al.  Residual Energy Scans for Monitoring Wireless Sensor Networks , 2002 .

[2]  Jun Sun,et al.  Efficient Measurement Generation and Pervasive Sparsity for Compressive Data Gathering , 2010, IEEE Transactions on Wireless Communications.

[3]  Xiaohua Jia,et al.  Transmission-Efficient Clustering Method for Wireless Sensor Networks Using Compressive Sensing , 2014, IEEE Transactions on Parallel and Distributed Systems.

[4]  Rahul Kala,et al.  Path Planning of a Mobile Robot in Outdoor Terrain , 2016 .

[5]  Athanasios V. Vasilakos,et al.  CDC: Compressive Data Collection for Wireless Sensor Networks , 2015, IEEE Transactions on Parallel and Distributed Systems.

[6]  Richard Han,et al.  A node-centric load balancing algorithm for wireless sensor networks , 2003, GLOBECOM '03. IEEE Global Telecommunications Conference (IEEE Cat. No.03CH37489).

[7]  Nileshsingh V. Thakur,et al.  LOAD BALANCING BASED APPROACH TO IMPROVE LIFETIME OF WIRELESS SENSOR NETWORK , 2012 .

[8]  Jamshid Shanbehzadeh,et al.  A novel intelligent energy-efficient delay-aware routing in WSN, based on compressive sensing , 2010, 2010 5th International Symposium on Telecommunications.

[9]  Xiang Li,et al.  A Load-balancing Clustering Algorithm of WSN for Data Gathering , 2011, 2011 2nd International Conference on Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC).

[10]  Maruthu Perumal Load Balanced Clustering With MIMO Uploading Technique for Mobile Data Gathering in Wireless Sensor Networks , 2016 .

[11]  Nazanin Rahnavard,et al.  Cluster-Based Energy-Efficient Data Collection in Wireless Sensor Networks Utilizing Compressive Sensing , 2013, MILCOM 2013 - 2013 IEEE Military Communications Conference.

[12]  Mande Xie,et al.  MultiPath Routing Algorithm for Wireless Multimedia Sensor Networks within Expected Network Lifetime , 2010, 2010 International Conference on Communications and Mobile Computing.

[13]  Mario Gerla,et al.  Fault Tolerance and Load Balancing in QoS Provisioning with Multiple MPLS Paths , 2001, IWQoS.

[14]  Ahmad Habibizad Navin,et al.  HEECH: Hybrid Energy Effective Clustering Hierarchical Protocol for Lifetime Prolonging in Wireless Sensor Networks , 2010, 2010 International Conference on Computational Intelligence and Communication Networks.