RETRACTED ARTICLE: Intelligent Decision Making Algorithm for Balanced Cluster Formation in Wireless Sensor Networks

The cluster formation using swarm intelligence techniques are performed with better optimization. Conventional optimization algorithm increases the processing stage and it performed with in the space, which is allocated from user. Therefore, the proposed work is utilized to design with better performance results. In this paper, we propose an optimal cluster-based multiple sink reconnection technology for wireless sensor networks using a hybrid optimization algorithm. The proposed design used an intermediate sensor/mobile node next to the sink node and a sensor node ready to transmit data. Here, the weighted k-mean algorithm is converted to a cluster node. The optimal cluster head code was chosen using a mass optimization method that targets the available energy and available bandwidth for successfully transferring data without node optimization. So with resource updates, you can find the right location for your sink node for better data transfer. This assists with tracking down the most appropriate situation for the sink hub where it very well may be situated to guarantee better information transmission with asset advancement. Overall, the comparison shows the better performance analysis of various optimization is done successfully.

[1]  Simone Silvestri,et al.  MobiBar: An autonomous deployment algorithm for barrier coverage with mobile sensors , 2017, Ad Hoc Networks.

[2]  Feng Zeng,et al.  A Routing Protocol for Multisink Wireless Sensor Networks in Underground Coalmine Tunnels , 2016, Sensors.

[3]  A. Pushpalatha,et al.  A prolonged network life time and reliable data transmission aware optimal sink relocation mechanism , 2018, Cluster Computing.

[4]  Mohammad Ubaidullah Bokhari,et al.  Computing geometric median to locate the sink node with the aim of extending the lifetime of wireless sensor networks , 2017 .

[5]  Ke Xu,et al.  A sink moving scheme based on local residual energy of nodes in wireless sensor networks , 2009 .

[6]  Neena Gupta,et al.  Defense mechanisms against DDoS attack based on entropy in SDN-cloud using POX controller , 2021, Telecommun. Syst..

[7]  Brij B. Gupta,et al.  An overview of Internet of Things (IoT): Architectural aspects, challenges, and protocols , 2018, Concurr. Comput. Pract. Exp..

[8]  Ahmed M. Khedr,et al.  Data gathering via mobile sink in WSNs using game theory and enhanced ant colony optimization , 2020, Wireless Networks.

[9]  D. K. Lobiyal,et al.  A novel energy-aware cluster head selection based on particle swarm optimization for wireless sensor networks , 2012, Human-centric Computing and Information Sciences.

[10]  Ataul Aziz Ikram,et al.  Honey bee algorithm–based efficient cluster formation and optimization scheme in mobile ad hoc networks , 2017, Int. J. Distributed Sens. Networks.

[11]  Lianbing Deng,et al.  A novel CNN based security guaranteed image watermarking generation scenario for smart city applications , 2019, Inf. Sci..

[12]  Robert Simon Sherratt,et al.  Energy-aware distributed routing algorithm to tolerate network failure in wireless sensor networks , 2017, Ad Hoc Networks.

[13]  Christian Esposito,et al.  Blockchain-based authentication and authorization for smart city applications , 2021, Inf. Process. Manag..

[14]  Debashis De,et al.  An energy efficient sensor movement approach using multi-parameter reverse glowworm swarm optimization algorithm in mobile wireless sensor network , 2016, Simul. Model. Pract. Theory.

[15]  Mohamed F. Younis,et al.  Sink repositioning for enhanced performance in wireless sensor networks , 2005, Comput. Networks.

[16]  Kemal Akkaya,et al.  Relay placement for restoring connectivity in partitioned wireless sensor networks under limited information , 2014, Ad Hoc Networks.

[17]  Leila Ben Saad,et al.  Towards an Efficient Positioning of Mobile Sinks in Wireless Sensor Networks inside Buildings , 2009, 2009 3rd International Conference on New Technologies, Mobility and Security.

[18]  Muhammad Amir Khan,et al.  Multi-node Repositioning Technique for Mobile Sensor Network , 2013 .

[19]  T. S. B. Sudarshan,et al.  Energy-efficient cache node placement using genetic algorithm in wireless sensor networks , 2015, Soft Comput..

[20]  Ashutosh Kumar Singh,et al.  Analysis of lifetime of wireless sensor network with base station moving on different paths , 2014 .

[21]  W. Pan,et al.  Lifetime Enhancement in Wireless Sensor Networks Using Fuzzy Approach and A-Star Algorithm , 2012, IEEE Sensors Journal.

[22]  Shahram Babaie,et al.  An optimized Bidding-based coverage improvement algorithm for hybrid wireless sensor networks , 2018, Comput. Electr. Eng..

[23]  Krishnan Murugan,et al.  Grid-based Clustering with Predefined Path Mobility for Mobile Sink Data Collection to Extend Network Lifetime in Wireless Sensor Networks , 2012 .

[24]  Brij B. Gupta,et al.  IoT-Based Big Data Secure Management in the Fog Over a 6G Wireless Network , 2021, IEEE Internet of Things Journal.

[25]  A. Rajaram,et al.  A Trust Based Cross Layer Security Protocol for Mobile Ad hoc Networks , 2009, ArXiv.

[26]  Xuan Li,et al.  Four-image encryption scheme based on quaternion Fresnel transform, chaos and computer generated hologram , 2017, Multimedia Tools and Applications.

[27]  H. R. Karkvandi,et al.  Effective Lifetime-Aware Routing in Wireless Sensor Networks , 2011, IEEE Sensors Journal.

[28]  M. Narendran,et al.  An energy aware competition based clustering for cluster head selection in wireless sensor network with mobility , 2017, Cluster Computing.

[29]  Mihaela Cardei,et al.  Improving network lifetime with mobile wireless sensor networks , 2010, Comput. Commun..

[30]  A. Rajaram,et al.  Enhanced data accuracy based PATH discovery using backing route selection algorithm in MANET , 2020, Peer-to-Peer Netw. Appl..

[31]  Ivan Stojmenovic,et al.  Sink Mobility in Wireless Sensor Networks , 2010 .

[32]  Cynthia A. Phillips,et al.  Coordinated and controlled mobility of multiple sinks for maximizing the lifetime of wireless sensor networks , 2011, Wirel. Networks.