A Comparative Study of Routing Protocols and Artificial Intelligence in Manets

Open Access

Year : 2024 | Volume :01 | Issue : 02 | Page : 31-38
By

Dolly Thakre

Poonam Sinha

  1. Student Department of Electronic and Communication Engineering, UIT, Barkatullah University Bhopal Madhya Pradesh India
  2. HOD Department of Electronic and Communication Engineering, UIT, Barkatullah University Bhopal Madhya Pradesh India

Abstract

Decentralized networks called Mobile Ad hoc Networks (MANETs) allow mobile nodes to dynamically connect to one another without the need for fixed infrastructure. An overview of MANETs is given in this work, along with a discussion of their features, uses, and difficulties. It explores how routing protocols, such as proactive, reactive, and hybrid protocols, are categorized in MANETs and provides examples and features for each. It also examines the performance measures, including packet delivery ratio, throughput, packet loss, latency, routing overhead, energy consumption, and jitter that are used to assess routing protocols in MANETs. Furthermore, the study discusses how AI-driven systems enhance intrusion detection, reaction speed, and huge data management, emphasizing the significance of AI in improving security in MANETs.

Keywords: MANETs, Artificial Intelligence, Routing Protocols, Performance Metrics.

[This article belongs to International Journal of Mechanical Dynamics and Systems Analysis(ijmdsa)]

How to cite this article: Dolly Thakre, Poonam Sinha. A Comparative Study of Routing Protocols and Artificial Intelligence in Manets. International Journal of Mechanical Dynamics and Systems Analysis. 2024; 01(02):31-38.
How to cite this URL: Dolly Thakre, Poonam Sinha. A Comparative Study of Routing Protocols and Artificial Intelligence in Manets. International Journal of Mechanical Dynamics and Systems Analysis. 2024; 01(02):31-38. Available from: https://journals.stmjournals.com/ijmdsa/article=2024/view=144710

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References

  1. Ramphull, D., Mungur, A., Armoogum, S., & Pudaruth, S.. “A review of mobile ad hoc NETwork (MANET) Protocols and their Applications.” In 2021 5th international conference on intelligent computing and control systems (ICICCS), pp. 204–211, 2021.
  2. Kaur, G., & Thakur, P. “Routing protocols in manet: An overview.” In 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), Vol. 1, pp. 935–941, 2019.
  3. Bali, V., Rathore, R. S., & Sirohi, A. “Routing Protocol for MANETs: A Survey.” IUP Journal of Computer Sciences, vol. 4, no. 3, 2010.
  4. Muralishankar, V. G., & Raj, E. G. D. P.. “Routing protocols for MANET: A literature survey.” International Journal of Computer Science and Mobile Applications, vol. 2, no. 3, pp. 18–24, 2014.
  5. Gupta, A. K., Sadawarti, H., & Verma, A. K.. “Review of various routing protocols for MANETs.” International Journal of Information and Electronics Engineering, vol. 1, no. 3, pp. 251, 2011.
  6. Kumar, G. V., Reddyr, Y. V., & Nagendra, M.. “Current research work on routing protocols for MANET: a literature survey.” international Journal on computer Science and Engineering, vol. 2, no. 3, pp. 706–713, 2010.
  7. Gulati, M. K., & Kumar, K.. “A review of qos routing protocols in manets.” In 2013 International Conference on Computer Communication and Informatics, pp. 1–6, 2013.
  8. Verma, N., & Soni, S.. “A Review of Different Routing Protocols in MANET.” International Journal of Advanced Research in Computer Science, vol. 8, no. 3, 2017.
  9. Kaur, J., & Singh, G.. “Review study on MANET Routing Protocols: Challenges and Applications.” International Journal of Advanced Research in Computer Science, vol. 8, no. 4, 2017.
  10. Kalime, S., & Sagar, K.. “A review: secure routing protocols for mobile adhoc networks (MANETs).” Journal of Critical Reviews, vol. 7, pp. 8385–8393, 2021.
  11. Rathod, V. U., & Gumaste, S. V.. “Role of Routing Protocol in Mobile Ad-Hoc Network for Performance of Mobility Models.” In 2023 IEEE 8th International Conference for Convergence in Technology (I2CT), pp. 1–6, 2023.
  12. Kaur, S., & Kait, R.. “An Overview of Ad Hoc Networks Routing Protocols and Its Design Effectiveness.” Computer Vision and Robotics: Proceedings of CVR, pp. 421–430, 2023.
  13. Gopala, T., & Udayakumar, N. L.. “Routing and Security in Wireless Ad-Hoc Networks: State of the Art and Recent Advances.” In 2023 IEEE Renewable Energy and Sustainable E-Mobility Conference (RESEM), pp. 1–8, 2023.
  14. Rajeswari, A. R.. “A mobile ad hoc network routing protocols: A comparative study.” Recent trends in communication networks, pp. 1–24, 2020.
  15. Bukhari, A., & Yadav, R.. “A Review on Evaluation of Routing Protocols using Wireless Mobile Ad-hoc Networks. International Journal of Advanced Scientific Innovation, vol. 2, no. 1, 2021.
  16. Sharma, R., Sharma, T., & Kalia, A.. “A comparative review on routing protocols in MANET.” International Journal of Computer Applications, vol. 133, no. 1, pp. 33–38, 2016.
  17. Setijadi, E., Purnama, I. K. E., & Pumomo, M. H. “Performance comparative of AODV, AOMDV and DSDV routing protocols in MANET using NS2.” In 2018 international seminar on application for technology of information and communication, pp. 286–289, 2018.
  18. MHMOOD, A., & Zengin, A.. “Performance Evaluation of MANET Routing Protocols AODV and DSDV Using NS2 Simulator.” Sakarya University Journal of Computer and Information Sciences, vol. 4, no. 1, pp. 1–10, 2021.
  19. Singh, S., Bajaj, S. B., Tripathi, K., & Aneja, N.. “An Inspection of MANET’S Scenario using AODV, DSDV and DSR Routing Protocols.” In 2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Vol. 2, pp. 707–712, 2022.
  20. Safari, F., Savić, I., Kunze, H., Ernst, J., & Gillis, D.. “A review of ai-based MANET routing protocols. In 2023 19th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), pp. 43–50, 2023.
  21. Khalfaoui, H., Farchane, A., & Safi, S.. “An Overview of the Security Improvements of Artificial Intelligence in MANET. In International Conference on Cybersecurity, Cybercrimes, and Smart Emerging Technologies, pp. 135–146, 2022. Cham: Springer International Publishing.
  22. Popli, R., Sethi, M., Kansal, I., Garg, A., & Goyal, N.. “Machine learning based security solutions in MANETs: State of the art approaches.” In Journal of Physics: Conference Series Vol. 1950, No. 1, p. 012070, 2021. IOP Publishing.
  23. Osamy, W., Khedr, A. M., Salim, A., Al Ali, A. I., & El-Sawy, A. A.. “A review on recent studies utilizing artificial intelligence methods for solving routing challenges in wireless sensor networks.” PeerJ Computer Science, vol. 8, pp. e1089, 2022.

Regular Issue Open Access Review Article
Volume 01
Issue 02
Received March 15, 2024
Accepted April 5, 2024
Published April 30, 2024