Multi-Objective Clustering Methodologies and its Applications in VANET

Vehicular ad-hoc network is the novel and powerful network which provides wireless communication between the vehicles within the network. VANET are networks with high dynamic topology and their communication is vulnerable to attacks where the attackers can send spurious information to deceive the other vehicles. Nodes in VANET should be confident with the information that is shared between them. This communication between the networks can be made more efficient by the formation of clusters in the networks. The cluster formation helps in free flow the data between the nodes. In this paper, we have discussed about the different techniques used for cluster formation. Clustering serves as a solution to scalability helps in load balancing and resource consumption in huge networks. Randomized algorithms used in clustering helps simultaneous data transmission and synchronization between the clusters. Clustering using content-centric approach helps in collective sensing, processing and distribution of information in the network traffic by adapting the volume effect. Clustering techniques also help in maintaining the integrity, non-repudiation and confidentiality of data between the nodes in the network.

[1]  Omar Abdel Wahab,et al.  VANET QoS-OLSR: QoS-based clustering protocol for Vehicular Ad hoc Networks , 2013, Comput. Commun..

[2]  Seema Bawa,et al.  A systematic review on routing protocols for Vehicular Ad Hoc Networks , 2014, Veh. Commun..

[3]  Akbar Ghaffar Pour Rahbar,et al.  An advanced security scheme based on clustering and key distribution in vehicular ad-hoc networks , 2014, Comput. Electr. Eng..

[4]  Shahrokh Valaee,et al.  Clustering in Vehicular Ad Hoc Networks using Affinity Propagation , 2014, Ad Hoc Networks.

[5]  Rafael Toledo-Moreo,et al.  Collision avoidance support in roads with lateral and longitudinal maneuver prediction by fusing GPS/IMU and digital maps , 2010 .

[6]  Rezwana Karim 1 VANET : Superior System for Content Distribution in Vehicular Network Applications , 2008 .

[7]  P. Dhavachelvan,et al.  Complexity measures for software systems : towards multi-agent based software testing , 2005, Proceedings of 2005 International Conference on Intelligent Sensing and Information Processing, 2005..

[8]  J. Amudhavel,et al.  A heuristic fault tolerant MapReduce framework for minimizing makespan in Hybrid Cloud Environment , 2014, 2014 International Conference on Green Computing Communication and Electrical Engineering (ICGCCEE).

[9]  D. Manivannan,et al.  RIVER: A reliable inter-vehicular routing protocol for vehicular ad hoc networks , 2012, Comput. Networks.

[10]  J. Amudhavel,et al.  A bio inspired Energy-Aware Multi objective Chiropteran Algorithm (EAMOCA) for hybrid cloud computing environment , 2014, 2014 International Conference on Green Computing Communication and Electrical Engineering (ICGCCEE).

[11]  Kamaldeep Kaur,et al.  Improving Transmission efficiency in VANET using MAC and Multichannel , 2014 .

[12]  S. Siva Sathya,et al.  A Survey on Routing Protocols and its Issues in VANET , 2011 .

[13]  Santosh Kumari Survey on routing protocols in VANET , 2013 .

[14]  G. V. Uma,et al.  A new approach in development of distributed framework for automated software testing using agents , 2006, Knowl. Based Syst..

[15]  Abdelhamid Mellouk,et al.  Bee life-based multi constraints multicast routing optimization for vehicular ad hoc networks , 2013, J. Netw. Comput. Appl..

[16]  C. Chellappan,et al.  Performance analysis of mobile agent failure recovery in e-service applications , 2010, Comput. Stand. Interfaces.

[17]  P. Dhavachelvan,et al.  Effective Maintenance of Replica in Distributed Network Environment Using DST , 2010, 2010 International Conference on Advances in Recent Technologies in Communication and Computing.

[18]  Zheng Liu,et al.  GeoSVR: A map-based stateless VANET routing , 2013, Ad Hoc Networks.

[19]  Imad Mahgoub,et al.  A Survey of Vehicular Ad hoc Networks Routing Protocols , 2013 .

[20]  Patel Pragnesh,et al.  Improved Graph-Based Reliable Routing Scheme for VANETs , 2014 .

[21]  Sheng-Shih Wang,et al.  PassCAR: A passive clustering aided routing protocol for vehicular ad hoc networks , 2013, Comput. Commun..

[22]  Zhaowei Zhong,et al.  Control, navigation and collision avoidance for an unmanned aerial vehicle , 2013 .