Energy and Load Aware Multipath Route Selection for Mobile Ad hoc Networks

  • Surbhi Rani Technocrats Institute of Technology, Bhopal, Madhya Pradesh, India
  • Vivek Sharma Technocrats Institute of Technology, Bhopal, Madhya Pradesh, India
Keywords: ELAM, Energy, Load Balancing, Multipath, MANET, Routing


Routing protocols are crucial in delivering packets from source to destination in scenarios where destinations are not directly within the sender’s range. Various routing protocols employ different strategies, but their presence is indispensable for seamless data transfer from source to destination. Multipath routing, while offering load balancing, often falls short in efficiently distributing the network’s load, thus adversely impacting the vital communication resource—energy—due to packet loss. This paper introduces an Energy-Efficient Load-Aware Routing (ELAM) scheme to enhance the routing performance of Mobile Ad hoc Networks (MANETs). Our motivation stems from the observation that many multipath routing protocols are designed based on a single criterion, such as the shortest path, often neglecting load balancing or energy conservation. While the Ad Hoc On-Demand Multipath Distance Vector (AOMDV) protocol demonstrates improved performance compared to unipath routing schemes, achieving both load balancing and energy efficiency remains challenging.  The proposed ELAM scheme considers energy conservation, the shortest path, and load balancing to enhance the performance of multipath routing protocols. ELAM considers the shortest path and energy conservation while accommodating more than two paths in a MANET. We introduce an energy factor that contributes to the network’s lifespan, with efficient load balancing enhancing the longevity of nodes and the overall network. The energy factor provides insights into the energy status, and we evaluate the performance of AODV, AOMDV, and the proposed ELAM. The results demonstrate that the proposed scheme outperforms existing protocols and effectively manages unnecessary energy consumption by mobile nodes. Our performance analysis reveals a minimum 5% improvement in throughput and Packet Delivery Ratio (PDR), indicating reduced packet dropping and network delays.


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[1]. Deepak Sharma et al., “Performance Evaluation of MANETs with Variation in Transmission Power using Ad-hoc on-demand Multipath Distance Vector Routing Protocol,” Proceedings of the Fifth International Conference on Communication and Electronics Systems (ICCES 2020).
[2]. M. Tarique, K.E. Tepe, S. Adibi, S. Erfani, “Survey of Multipath Routing Protocols For Mobile Ad Hoc Networks,” Journal of Network and Computer Applications, Vol. 2, No. 6, Pp. 1125–1143, 2009.
[3]. Sudhir K. Routray, Sharmila K. P., “Routing in dynamically changing node location scenarios: A reinforcement learning approach,” Third International Conference on Advances in Electrical, Electronics, Information, Communication and Bio-Informatics (AEEICB), 2017.
[4]. Pramod Kumar, Ashvini Chaturvedi, M. Kulkarni, “Geographical Location Based Hierarchical Routing Strategy for Wireless Sensor Networks,” International Conference on Devices, Circuits and Systems (ICDCS), pp. 9–14, IEEE, March 2012.
[5]. Muath Obaidat, M. A. Ali, M.S. Obaidat and Suhaib Obeidat, “A Novel Multipath Routing Protocol for MANET,” 7th International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM), pp. 1-6, IEEE, September 2011.
[6]. Indu Kashyap & R.K. Rathy, “An Efficient Location-based Reactive Multipath Routing Protocol for MANET,” International Journal of Computer Applications (IJCA), Volume 40, No. 9, pp. 24-29, February 2012.
[7]. Nisha Arora, Ajay Jangra, “GLAAR: Geographic Location-Aware Adaptive Routing in Mobile Ad Hoc Networks (MANETs),” International Journal of Computer Applications, Volume 50, No. 22, July 2012.
[8]. Mahboobeh Abdoos, Karim Faez, Masoud Sabaei, “Position-Based Routing Protocol with More Reliability in Mobile Ad Hoc Network,” World Academy of Science, Engineering and Technology, pp. 304-307, 2009.
[9]. S. J. Sultanuddin, Mohammed Ali Hussain, “STMR – Secure Token-Based Multipath Routing Protocol for Manets Using Hybrid Clustering and Path Selection Algorithm,” International Journal of Innovative Technology and Exploring Engineering (IJITEE), Volume-8, Issue-6, April 2019.
[10]. Sungwook Kim, “Adaptive MANET Multipath Routing Algorithm Based on the Simulated Annealing Approach,” Volume 2014, Article ID 872526, Pp 8, The Scientific World Journal, Hindawi, 2014.
[11]. Waheb A. Jabbar, Wasan Kadhim Saad, and Mahamod Ismail, “MEQSA-OLSRv2: A Multicriteria-based Hybrid Multipath Protocol for Energy-Efficient and QoS-Aware Data Routing in MANET-WSN Convergence Scenarios of IoT,” Vol. 6, Pp. 76546-76572, IEEE Access 2018.
[12]. Swetha M. S, Thungamani M, “A Novel Approach to Secure Mysterious Location-Based Routing For Manet,” International Journal of Innovative Technology and Exploring Engineering (IJITEE), Volume-8 Issue-7 May, 2019.
[13]. Ashish Bagwari, Raman Jee et al., “Performance of AODV Routing Protocol with increasing the MANET Nodes and its effects on Mobile Ad hoc Networks QoS,” 2012 International Conference on Communication Systems and Network Technologies, 2012 IEEE.
[14]. Vishnu Kumar Sharma and Dr. Sarita Singh Bhadauria, “Mobile Agent Based Congestion Control Using Aodv Routing Protocol Technique For Mobile Ad-Hoc Network,” International Journal of Wireless & Mobile Networks (IJWMN) Vol. 4, No. 2, April 2012.
[15]. Network Simulator-ns-2 Tutorial Available on the link, [ /nsnam/ns /tutorial /index.html]
How to Cite
Rani, S., & Sharma, V. (2023). Energy and Load Aware Multipath Route Selection for Mobile Ad hoc Networks. International Journal of Advanced Computer Technology, 12(5), 11-19. Retrieved from