International Research Journal of Innovations in Engineering and Technology - IRJIET International Open Access, Monthly, Peer Reviewed, Reputed Journal ISSN (online): 2581-3048

Impact Factor (2025): 6.9

DOI Prefix: 10.47001/IRJIET

Toward an Improved Performance Analysis Model for Adapting the Capabilities of Routing Protocols in MANET

Abstract

This work, aims to present a novel framework for performance analysis and adoption of MANET routing protocols. The framework consists of three integrated main phases; the first phase starts by investigating the performance of all MANET routing protocols’ categories. The second phase uses the outcome of the first phase to build an evaluation dataset ready for applying machine learning techniques to predicate the performance behavior of each routing protocol. The last phase allows the adoption of optimal MANET protocol within different network scenarios and considering performance needs. The proposed model seeks to understand MANET routing protocols through literature. In addition, determine the list of protocols categories to be investigating. Then analyze selected protocols’ performance in different network scenarios. This to build a dataset used for estimating and predicting routing protocols performance within different network scenarios. To allow the predicate of optimal protocol features based on network properties and settings.

Country : Jordan

1 Khawla Mohammed AlTarawneh2 Asma'a Jameel Alnawaysih

  1. Department of Computer Information Systems, Mutah University, Jordan
  2. Department of Computer Information Systems, Mutah University, Jordan

IRJIET, Volume 3, Issue 9, September 2019 pp. 55-73

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References

  1. Ahmed, D. E. M., & Khalifa, O. O. (2017). A Comprehensive Classification of MANETs Routing Protocols. IJCAT, 6, 141.
  2. Al-khatib, A. A., & Hassan, R. (2017, April). Performance Evaluation of AODV, DSDV, and DSR Routing Protocols in MANET Using NS-2 Simulator. In International Conference of Reliable Information and Communication Technology (pp. 276- 284). Springer,Cham.
  3. Almomani, O., Abujassar, R. S., & Alhmiedat, T. (2015). Enhance the Efficiency Routing between Mobile Nodes in MANET Networks. International Journal of Computer Applications,114(1).
  4. Bai, Y., Mai, Y., & Wang, N. (2017, April). Performance comparison and evaluation of the proactive and reactive routing protocols for MANETs. In Wireless Telecommunications Symposium (WTS), 2017 (pp. 1-5). IEEE.
  5. Bala, K., & Sachdeva, M. (2016). ENHANCEMENT OF OLSR ROUTING PROTOCOL IN MANET. Futuristic Trends in Engineering, Science, Humanities, and Technology FTESHT-16, 45.
  6. Bhatia, T., & Verma, A. K. (2015). QoS Comparison of MANET Routing Protocols. International Journal of Computer Network and Information Security, 7(9), 64.
  7. Chaubey, N., Aggarwal, A., Gandhi, S., & Jani, K. A. (2015, February). Performance analysis of TSDRP and AODV routing protocol under black hole attacks in manets by varying network size. In Advanced Computing & Communication Technologies (ACCT), 2015 Fifth International Conference on (pp. 320-324). IEEE.
  8. Er, J. K., & Er, G. S. (2017). Review study on MANET Routing Protocols: Challenges and Applications. International Journal of Advanced Research in Computer Science, 8(4).
  9. Frodigh, M., Johansson, P., & Larsson, P. (2010). Wireless ad hoc networking: the art of networking without a network. Ericsson review, 4(4), 249.
  10. Giordano, S. (2002). Mobile ad hoc networks. Handbook of wireless networks and mobile computing, 325-346.
  11. Goswami, S., Joardar, S., Das, C. B., Kar, S., & Pal, D. K. (2017). Performance Analysis of Three Routing Protocols in MANET Using the NS-2 and ANOVA Test with Varying Speed of Nodes. In Ad Hoc Networks. InTech.
  12. Hong, X., Xu, K., & Gerla, M. (2012). Scalable routing protocols for mobile ad hoc networks. IEEE network, 16(4), 11-21.
  13. Issariyakul, T., & Hossain, E. (2011). Introduction to network simulator NS2. Springer Science & Business Media.
  14. Katiyar, S., Gujral, R., & Mallick, B. (2015, October). Comparative performance analysis of MANET routing protocols in military operation using NS2. In Green Computing and Internet of Things (ICGCIoT), 2015 International Conference on (pp. 603-609). IEEE.
  15. Kumar, A., & Mahajan, R. (2017). Efficiency Evaluation of DSR and AODV On-demand protocols in Wireless MANETs. International Journal, 8(5).
  16. M., O., Z., K., & H., S. (2016, July). Simulation comparison and analysis of network throughput in dsdv and aodv and dsr mobile adhoc network protocols. African Review of Science, Technology and Development, pp. 1-9.
  17. Mohamed, O., Zohra, K., & Hasna, S. (2016). Simulation Comparison And Analysis Of Network Throughput In Dsdv And Aodv And Dsr Mobile Adhoc Network Protocols. African Review of Science, Technology and Development, 1(02).
  18. Pawar, L., Bajaj, R., & Sharma, G. (2017). Evaluation of Mobile Ad Hoc Network Routing Protocols and Associated Mobility Models.
  19. Prabha, R., & Ramaraj, N. (2015). An improved multipath MANET routing using link estimation and swarm intelligence. EURASIP Journal on Wireless Communications and Networking, 2015(1), 173.
  20. Purohit, R., & Keswani, B. (2017). Design and Validation of New Routing Protocol in MANET for Optimal Performance. International Journal of Computer Science and Network Security (IJCSNS), 17(2), 156.
  21. Raju, L. R., & Reddy, C. R. K. (2017). A Survey on Routing Protocols and QoS in Mobile Ad Hoc Networks (MANETs). Indian Journal of Science and Technology, 10(9).
  22. Raza, N., Aftab, M. U., Akbar, M. Q., Ashraf, O., & Irfan, M. (2016). Mobile ad-hoc networks applications and its challenges.
  23. Safdar, M., Khan, I. A., Ullah, F., Khan, F., & Jan, S. R. (2016). Comparative Study of Routing Protocols in Mobile Adhoc Networks. International Journal of Computer Science Trends and Technology, ISSN, 2347-8578.
  24. Sharma, D., & Kaur, H. (2016). Improved Olsr and Tora Routing Protocols For Manets. Sisodia, D. S., Singhal, R., & Khandal, V. (2017). A Performance Review of Intra and Inter-Group MANET Routing Protocols under Varying Speed of Nodes. International Journal of Electrical and Computer Engineering, 7(5), 2721.
  25. Talwar, A., & Kumar, Y. (2013), Machine Learning an artificial intelligence methodology, International Journal of Engineering and Computer Science ISSN:2319 -7242, Volume 2 Issue 12.
  26. Varshney, P. K., Agrawal, G. S., & Sharma, S. K. (2016). Relative performance analysis of proactive routing protocols in Wireless Ad hoc Networks using Varying Node Density. Invertis Journal of Science & Technology, 9(3), 161-169.

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