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Reseach Article

Fault-tolerant Multi-path Routing with Enhanced Particle Swarm Optimization in MANET

by Sabah Naaz, Rajeev Paulus, Mukesh Kumar
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 184 - Number 22
Year of Publication: 2022
Authors: Sabah Naaz, Rajeev Paulus, Mukesh Kumar
10.5120/ijca2022922265

Sabah Naaz, Rajeev Paulus, Mukesh Kumar . Fault-tolerant Multi-path Routing with Enhanced Particle Swarm Optimization in MANET. International Journal of Computer Applications. 184, 22 ( Jul 2022), 36-41. DOI=10.5120/ijca2022922265

@article{ 10.5120/ijca2022922265,
author = { Sabah Naaz, Rajeev Paulus, Mukesh Kumar },
title = { Fault-tolerant Multi-path Routing with Enhanced Particle Swarm Optimization in MANET },
journal = { International Journal of Computer Applications },
issue_date = { Jul 2022 },
volume = { 184 },
number = { 22 },
month = { Jul },
year = { 2022 },
issn = { 0975-8887 },
pages = { 36-41 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume184/number22/32451-2022922265/ },
doi = { 10.5120/ijca2022922265 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T01:22:10.603952+05:30
%A Sabah Naaz
%A Rajeev Paulus
%A Mukesh Kumar
%T Fault-tolerant Multi-path Routing with Enhanced Particle Swarm Optimization in MANET
%J International Journal of Computer Applications
%@ 0975-8887
%V 184
%N 22
%P 36-41
%D 2022
%I Foundation of Computer Science (FCS), NY, USA
Abstract

A MANET is a collection of self-contained mobile nodes which act as a network without the usage of a specialized platform.. Because of the battery-operated sensor nodes, each node carries less energy. Several routing strategies have been devised; however all of them have energy difficulties. Due to isolated grouping and a limited model, MANET is unable to prevent the problem. Various solutions are used to deal with various MANET failures; however it has been plagued by energy problems. As a result, a fault tolerant multipath routing technique known as the extended PSO algorithm was designed to address these concerns. The goal is to propose a fault tolerant multipath data transmission mechanism in MANET that is optimized. The created model included three stages: fault injection, Cluster Head selection and multipath routing. MANET nodes were first simulated. The fault injection phase is then sent into the simulated MANET nodes. The fault injection is carried out in accordance with the fault model on the nodes. The LEACH technique is then used to pick the optimal CH for energy optimization during the CH selection phase. Following that, multipath routing is performed using the Enhanced PSO algorithm to enhance the routing process and select numerous paths. Simulation part is done using NS3 simulation software.

References
  1. M. Zhang, M. Yang, Q. Wu, R. Zheng, and J. Zhu, "Smart perception and autonomic optimization: A novel bio-inspired hybrid routing protocol for MANETs.," Future generation computer systems, vol. 81, pp. 505-513., 2018.
  2. J. Sathiamoorthy and B. Ramakrishnan, "Design of a proficient hybrid protocol for efficient route discovery and secure data transmission in CEAACK MANETs.," Journal of information security and applications, no. 36, pp. 43-58, 2017.
  3. N.M. Upadhyay, K. Soni, and A. Kumar, "Power aware routing in mobile ad hoc networks by using power aware matrices.," International Journal of Computer Applications, no. 166(11), pp. 24-29., 2017.
  4. H. Deng, , W. Li, and D.P. Agrawal, "Routing security in wireless ad hoc networks.," IEEE Communications magazine, no. 40(10), pp. 70-75., 2002.
  5. G.M. Borkar and A.R. Mahajan, "A secure and trust based on-demand multipath routing scheme for self-organized mobile ad-hoc networks.," Wireless Networks, no. 23(8), pp. 2455-2472., 2017.
  6. W.A. Jabbar, M. Ismail, and R. Nordin, "Energy and mobility conscious multipath routing scheme for route stability and load balancing in MANETs," Simulation Modelling Practice and Theory, no. 77, pp. 245-271, 2017.
  7. J. Agarkhed, P.Y. Dattatraya, and S. Patil, "Multi-QoS constraint multipath routing in cluster-based wireless sensor network," International Journal of Information Technology, no. 13(3), pp. 865-876., 2021.
  8. H. Mohapatra and A.K. Rath, "Fault tolerance in WSN through PE-LEACH protocol.," IET wireless sensor systems, no. 9(6), pp. 358-365, 2019.
  9. A. Banerjee and S. Chowdhury, "Expected residual lifetime based ad hoc on-demand multipath routing protocol (ERL-AOMDV) in mobile ad hoc networks," International Journal of Information Technology, pp. 1-7, 2018.
  10. V. Sathiyavathi, R. Reshma, S.S. Parvin, L. SaiRamesh, and A. Ayyasamy, "Dynamic Trust Based Secure Multipath Routing for Mobile Ad-Hoc Networks," In Intelligent Communication Technologies and Virtual Mobile Networks, Springer, pp. 618-625, 2019.
  11. R.K. Ambekar and U.D. Kolekar, "T-TOHIP: Trust-based topology-hiding multipath routing in mobile ad hoc network," Evolutionary Intelligence, pp. 1-15, 2019.
  12. P.T. Kasthuribai and M. Sundararajan, "Secured and QoS based energy-aware multipath routing in MANET," Wireless Personal Communications, vol. 101, pp. 2349-2364, 2018.
  13. H. Mohapatra and A.K. Rath, "Fault-tolerant mechanism for wireless sensor network.," IET Wirel. Sens. Syst., no. 10(1), pp. 23-30, 2020.
  14. M. Masdari, S.M. Bazarchi, and M. Bidaki, "Analysis of secure LEACH-based clustering protocols in wireless sensor networks.," Journal of Network and Computer Applications, no. 36(4), pp. 1243-1260, 2013).
  15. H. Mohapatra and A.K. Rath, "Fault tolerance in WSN through PE-LEACH protocol," IET wireless sensor systems, no. 9(6), pp. 358-365, 2019.
  16. J Blondin. (2009) Particle swarm optimization: A tutorial. [Online]. Availaible from: http://cs. armstrong. edu/saad/csci8100/pso tutorial.
  17. R. Paulus and G. Singh, "A multi objective sink repositioning algorithm based on particle swarm optimization in wireless sensor networks.," American Journal of Scientific Research, pp. 159-170., 2010.
Index Terms

Computer Science
Information Sciences

Keywords

MANET Multipath routing Fault tolerance Cluster head selection Energy