International Journal of Computer Networks and Applications

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A Novel Application Based Generic Cluster Creation Mechanism in Ad Hoc Networks


Affiliations
1 Ramakrishna Mission Vivekananda College, Chennai, India
2 Dr.D.Y.Patil Institute of MCA, Savithri Bai Phule University, Pune, India
 

The wired mode of communication will no longer serve the purpose of our present scenario network where the expectations in communications system have been skyrocketed. Thus, wireless network with ad hoc nature will suit the present and forthcoming real world applications. This ad hoc wireless network will bind the entire globe and will reign the communication system tomorrow. But, ad hoc network has been limited by the growth factor. In order to address this issue, the clustering mechanism has been incorporated into this ad hoc network to get better results in terms of the network functionality. The ad hoc network efficiency has been improved when the clusters have been devised properly. There are various parameters which identify the efficacy level of clusters in networks. Existing cluster formation algorithms give more weight to any one of the parameters (degree, distance, energy, mobility) when selecting the cluster head of the cluster. This selection of parameters should be corresponding to the application to which the clusters are devised and cluster heads are selected. There is a desperate need for identifying the appropriate cluster head based on the importance given to parameters at various scenarios. Thus, this paper proposes NNPAC (Neural Network based Partitioning Around Clusterhead), a generic method of cluster head election to fit for different applications. Implementation of this work has been carried out with the help of MATLAB simulator.

Keywords

NNPAC, W-PAC, Feed-forward.
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  • David B. Johnson. Routing in ad hoc networks of mobile hosts. In Proceedings of the IEEE Workshop on Mobile Computing Systems and Applications,1994, pp. 158–163.

  • David B. Johnson and David A. Maltz. Dynamic source routing in ad hoc wireless networks. In Mobile Computing, edited by Tomasz Imielinski and Hank Korth, Chapter 5,1996, pp. 153–181

  • Vincent D. Park and M. Scott Corson. A highly adaptive distributed routing algorithm for mobile wireless networks. In Proceedings of INFOCOM’97, 1997, pp. 1405–1413.

  • Vincent D. Park J.P. Maker and M.Scott Corson. Applicability of the temporally-ordered routing algorithm for use in mobile tactical networks. MILCOM 98, 1998.

  • Charles E. Perkins and Pravin Bhagwat. Highly dynamic DestinationSequenced Distance-Vector Routing (DSDV) for mobile computers. In Proceedings of the SIGCOMM ’94 Conference on Communications Architectures, Protocols and Applications, 1994, pp. 234–244.

  • S.Thirumurugan, E.George Dharma Prakash Raj, ” PAC - A Novel Approach For Clustering Mechanism in Adhoc Network”, ICSCCN’11, 2011,pp. 593-598.

  • S.Thirumurugan, E.George Dharma Prakash Raj, “Ex-PAC: An Improved Clustering Technique in Ad Hoc network”, RACSS’12, 2012, pp.195-199.

  • S.Thirumurugan, “ W-PAC: An Efficient Weighted Partitioning Around Cluster head Mechanism for Ad hoc Network”,CCSEIT’12, 2012, pp.182-188.

  • S.Thirumurugan, “ Direct Sequenced C-IAODV Routing Protocol”, International Journal of Computer science and Technology, vol.1(2), 2010,pp.108-113.

  • S.Thirumurugan, “ C-AODV: Routing Protocol for Tunnel’s Network”, International Journal of computer science and technology, vol.2(1), 2011, pp.113-116.

  • S.Thirumurugan, “ PSO-PAC: An Intelligence Clustering Mechanism in Ad hoc Network”, NETCOM’12, 2012.

  • S.Thirumurugan, “Mobility Analysis and Framework Proposal on Clustering and Validation Mechanisms for Ad Hoc Network”, The Advances in Computer Science: an International Journal, Iran, 3(6), 2014.

  • S.Thirumurugan, “S-PAC: A Novel Hard Index Based Cluster Validation Technique for Ad Hoc Network”, WSEAS Transactions on Computers. Greece, 2015.

  • Haidar Safa, Hassan Artail, Diana Tabet, “ A cluster based trust-aware routing protocol for mobile ad hoc networks”, Journal of wireless networks, vol.6(4), 2010.

  • Mehrnoosh Shakarami, Ali Movaghar, “A Clustering Algorithm to Improve Routing Stability in Mobile Ad-hoc Networks”, CSICC’09, 2009, pp.83-88.

  • Jean-Frederic Myoupo, Mohamed Naimi, Ousmane Thiare, “ A Clustering Group Mutual Exclusion Algorithm For Mobile Ad Hoc Network”,ISSC’09, 2009, pp. 693-696.

  • Chang Li, Yafeng Wang, Fan Huang and Dacheng Yang, “ A Novel Enhanced Weighted Clustering Algorithm for Mobile Networks”,WiCOM’09, 2009, pp.1-4.

  • Zhang Lei ,Wang Xuehui, “ An energy balanced clustering algorithm for mobile ad hoc networks”,WiCOM’09, 2009, pp.1-4.

  • Jing An, Chang li, Bin li, “A Improved weight based clustering algorithm in mobile ad hoc networks”, YC-ICT’09, 2009, pp. 220-223.

  • Na Zhang, Ningqing LIU, Weixiao MENG, Qiyue YU, “ A Novel Weighted Clustering Algorithm Based on Power Distribution for Cooperative Communication Network”, PCSPA’10, 2010, pp.142-145.

  • Dao-QuanLI, Wei-HuaXUE, Qi-Guang CAO, Huai-Cai WANG, “Research on Ad Hoc network clustering algorithm based on signal strength”, ICIS’10, 2010, pp.719-722.

  • Dao-QuanLI, Wei-HuaXUE, Qi-Guang CAO, Huai-Cai WANG , “A New Distributed CDS Algorithm of Ad Hoc Network Based on weight”, ISDEA’10, 2010, pp. 90-94.

  • Yingpei Zeng, Jiannong Cao, Shanqing Guo, Kai Yang, Li Xie, “ SWCA: A Secure Weighted Clustering Algorithm in Wireless Ad Hoc Networks”,WCNC’09, 2009, pp.1-6.

  • Yang Wei-dong, “ Weight-Based Clustering Algorithm for Mobile Ad Hoc Network”, CSQRWC’11, 2011, pp.787-791.

  • Naveen Chauhan, Lalit Kumar Awasthi, Narottam Chand, Vivek Katiyar and Ankit Chugh, “ A Distributed Weighted Cluster Based Routing Protocol for MANETs. International Journal of Wireless Sensor Network”, Vol.3(2), 2011, pp.54-60.

  • Sudhakar Pandey, Narendra Kumar Shukla, “ Improved Weighted Clustering Algorithm for Mobile Ad Hoc Networks”, IJEMS,Vol 2(1), 2011, pp. 20-25.

  • Sukhkirandeep Kaur, Roohie Naaz Mir. “Energy Efficiency Optimization Wireless Sensor Network Using Proposed Load Balancing Approach”, IJCNA, 2016, pp. 108-117.

  • Siddhi Sharma, Deepak Sethi, P. P. Bhattacharya. “Artificial Neural Network based Cluster Head Selection in Wireless Sensor Network”, IJCA, 119(4), 2015.


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  • A Novel Application Based Generic Cluster Creation Mechanism in Ad Hoc Networks

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Authors

S. Thirumurugan
Ramakrishna Mission Vivekananda College, Chennai, India
Jasmine Beulah Gnanadurai
Dr.D.Y.Patil Institute of MCA, Savithri Bai Phule University, Pune, India

Abstract


The wired mode of communication will no longer serve the purpose of our present scenario network where the expectations in communications system have been skyrocketed. Thus, wireless network with ad hoc nature will suit the present and forthcoming real world applications. This ad hoc wireless network will bind the entire globe and will reign the communication system tomorrow. But, ad hoc network has been limited by the growth factor. In order to address this issue, the clustering mechanism has been incorporated into this ad hoc network to get better results in terms of the network functionality. The ad hoc network efficiency has been improved when the clusters have been devised properly. There are various parameters which identify the efficacy level of clusters in networks. Existing cluster formation algorithms give more weight to any one of the parameters (degree, distance, energy, mobility) when selecting the cluster head of the cluster. This selection of parameters should be corresponding to the application to which the clusters are devised and cluster heads are selected. There is a desperate need for identifying the appropriate cluster head based on the importance given to parameters at various scenarios. Thus, this paper proposes NNPAC (Neural Network based Partitioning Around Clusterhead), a generic method of cluster head election to fit for different applications. Implementation of this work has been carried out with the help of MATLAB simulator.

Keywords


NNPAC, W-PAC, Feed-forward.

References