Abstract
Mobile ad hoc networks (MANETs) are wireless networks that include many peer nodes. The node mobility in the MANETs leads to several issues like maintenance of paths, lifespan of the battery, safety, reliability and unpredictable link traits. All these in turn would adversely affect the network Quality of Service (QoS). In MANETs, a major role is played by the routing protocol for discovering as well as maintaining the paths. There are two types of routing: uni-path and multi-path. The MANET network can be made more reliable using the multipath routing protocol. The focus of this research is evaluating the multipath routing protocol for QoS. For better delivering of data, the Ad hoc On-demand Multipath Distance Vector (AOMDV) has improved methods. This maintains the QoS in terms of factors like MANET end-to-end delay, hop count and bandwidth. This work explores the evolutionary computation schemes for optimizing the routing. The discovery of QoS route in multi-constrained network is a complex problem, this is solved optimally using heuristic algorithms. In that, specifically used for intrusion detection programs in such challenging set ups would be Grammatical Evolution (GE). For finding out familiar threats in MANETs, the natural evolution-motivated GE scheme has been applied. The outcomes have shown that in MANETs, the proposed AOMDV-QoS schemes fulfill the Quality of Service requirements along with lesser delay and high reliability.
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23 June 2022
This article has been retracted. Please see the Retraction Notice for more detail: https://doi.org/10.1007/s12652-022-04222-z
References
Aggarwal I, Garg EP (2013) AOMDV protocols in MANETS: a review. Int J Adv Res Comput Sci Technol (IJARCST 2016) 32
Bajaber F, Awan I (2010) Energy efficient clustering protocol to enhance lifetime of wireless sensor network. J Amb Intell Humaniz Comput 1:239–248
Banerjee A, Chowdhury S (2017) Expected residual lifetime based ad hoc on-demand multipath routing protocol (ERL-AOMDV) in mobile ad hoc networks. Int J Inf Technol 11:727–733
Chadha MS, Joon R (2012) Simulation and comparison of AODV, DSR and AOMDV routing protocols in MANETs. Int J Soft Comput Eng (IJSCE) 2(3):375–381
Dahiya P, Madan G, Gupta R (2014) Performance evaluation of AODV and AOMDV on the basis of throughput. Int J Comput Sci Mob Comput 3(9):277–283
Fidalcastro A, Baburaj E (2014) An advanced grammatical evolution approach for intrusion detection on multicast routing in MANET. In: 2014. International Conference on Information Communication and Embedded Systems (ICICES), pp 1–4. IEEE
Gupta S, Sinha SR, Khatri P (2018) Effect of varying pause time on performance of QoS parameters in MANET. In: Proceedings of International Conference on Recent Advancement on Computer and Communication, pp 105–113. Springer, Singapore
Jaiswal S, Kaur N (2018) Energy efficient and improved network lifetime multipath routing using FF-AOMDV and dragonfly topology. Energy 7(15):7–14
Munaretto A, Badis H, Al Agha K, Pujolle G (2013) QoS for ad hoc networking based on multiple metrics: bandwidth and delay. In: Proceedings of IEEE MWCN2003, Singapore
Neupane A, Goodrich MA, Mercer EG (2018) GEESE: grammatical evolution algorithm for evolution of swarm behaviors. In: Proceedings of the Genetic and Evolutionary Computation Conference, pp 999–1006. ACM
O’Neill M, Brabazon A, Ryan C, Collins JJ (2001) Evolving market index trading rules using grammatical evolution. In: Workshops on Applications of Evolutionary Computation, pp 343–352. Springer, Berlin
Pandikumar T, Zewdie B, Haile CZ (2017) Mitigating black hole attack on MANET with AOMDV protocol. Int J Eng Sci 12666
Periyasamy P, Karthikeyan E (2017) Link reliable energy efficient AOMDV routing protocol for mobile ad hoc networks. Int J Ad Hoc Ubiquitous Comput 26(2):92–103
Raja L, Baboo SS (2014) An overview of MANET: applications, attacks and challenge. Int J Comput Sci Mob Comput 3:408–417
Sahu RK, Chaudhari NS (2017) Energy reduction multipath routing protocol for MANET using recoil technique. Electronics 7(5):56
Saravanan R (2018) Energy efficient QoS routing for mobile ad hoc networks. Int J Commun Netw Distrib Syst 20(3):372–388
Saritha V, Krishna PV, Alagiri I, Viswanatham VM, Obaidat MS (2018) Efficient multipath routing protocol with quality of service for mobile ad hoc networks. In: 2018 IEEE International Conference on Communications (ICC), pp 1–6. IEEE
Sen S (2015) A survey of intrusion detection systems using evolutionary computation. In: Bio-inspired computation in telecommunications, pp 73–94
Sheltami TR, Shahra EQ, Shakshuki EM (2017) Performance comparison of three localization protocols in WSN using cooja. J Amb Intell Humaniz Comput 8:373–382
Singh K, Yadav P (2013) Performance evolution of intrusion detection system on MANET using genetic evolution. Int J Comput Technol 3(3a):351–353
Singh B, Baghla S, Monga H (2017) Mobility models based performance evaluation of AOMDV routing protocol of MANET. Int J Appl Res 82–86:2017
Sultana J, Ahmed T (2017) Securing AOMDV protocol in mobile adhoc network with elliptic curve cryptography. In: International Conference on Electrical, Computer and Communication Engineering (ECCE), pp 539–543. IEEE
Telang S, Singh M (2013) QoS routing protocols in MANETs-a review. Int J Sci Res (IJSR) 4(1):1022–1024
Thiagarajan R, Moorthi Dr (2019) Energy consumption and network connectivity based on novel-leach-pos protocol networks. Comput Commun 149:90–98
Vaighan MG, Jamali MAJ (2019) A multipath QoS multicast routing protocol based on link stability and route reliability in mobile ad-hoc networks. J Amb Intell Humaniz Comput 10:107–123
Vidwans A, Shrivastava AK, Manoria M (2014) Qos enhancement of AOMDV routing protocol using queue length improvement. In: 2014 Fourth International Conference on Communication Systems and Network Technologies (CSNT), pp 275–278. IEEE
Wu C, Zhang F, Yang H (2010) A novel QoS multipath path routing in MANET. JDCTA 4(3):132–136
Zaghal R, Salah S, Ismail M (2018) An InfiniBand-based mechanism to enhance QoS in multipath routing protocols in MANETs. In: 2018 9th IFIP International Conference on New Technologies, Mobility and Security (NTMS), pp 1–5. IEEE
Zou Z, Qian Y (2019) Wireless sensor network routing method based on improved ant colony algorithm. J Amb Intell Humaniz Comput 10:991–998
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This article has been retracted. Please see the retraction notice for more detail: https://doi.org/10.1007/s12652-022-04222-z"
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Thiagarajan, R., Babu, M.R. & Moorthi, M. RETRACTED ARTICLE: Quality of Service based Ad hoc On-demand Multipath Distance Vector Routing protocol in mobile ad hoc network. J Ambient Intell Human Comput 12, 4957–4965 (2021). https://doi.org/10.1007/s12652-020-01935-x
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DOI: https://doi.org/10.1007/s12652-020-01935-x