Open Access
ARTICLE
Design of Fuzzy Logic Control Framework for QoS Routing in MANET
M. Vargheese1,*, S. Vanithamani2, D. Stalin David3, Ganga Rama Koteswara Rao4
1 Department of Computer Science and Engineering, PSN College of Engineering and Technology, Tirunelveli, 627152, Tamil Nadu, India
2 Department of Master of Computer Applications, M. Kumarasamy College of Engineering, Karur, 639113, Tamil Nadu, India
3 Department of Information Technology, Veltech Multitech Dr. Rangarajan Dr. Sakunthala Engineering College, Chennai, 600062, Tamil Nadu, India
4 Department of Computer Science and Information Technology, Koneru Lakshmaiah Education Foundation, Vaddeswaram, 522502, Andhra Pradesh, India
* Corresponding Author: M. Vargheese. Email:
Intelligent Automation & Soft Computing 2023, 35(3), 3479-3499. https://doi.org/10.32604/iasc.2023.030948
Received 06 April 2022; Accepted 26 May 2022; Issue published 17 August 2022
Abstract
Wireless networks with no infrastructure arise as a result of multiple wireless devices working together. The Mobile
Ad hoc Network (MANET) is a system for connecting independently located Mobile Nodes (MNs)
via wireless links. A MANET is self-configuring in telecommunications, while MN produces non-infrastructure networks that are entirely decentralized. Both the MAC and routing layers of MANETs take into account issues related to Quality of Service (QoS). When culling a line of optical discernment communication, MANET can be an effective and cost-saving route cull option. To maintain QoS, however, more or fewer challenges must be overcome. This paper proposes a Fuzzy Logic Control (FLC) methodology for specifying a probabilistic QoS guaranteed for MANETs. The framework uses network node mobility to establish the probabilistic quality of service. Fuzzy Logic (FL) implementations were added to Network Simulator-3 (NS-3) and used with the proposed FLC framework for simulation. Researchers have found that for a given node’s mobility, the path’s bandwidth decreases with time, hop count, and radius. It is resolutely based on this fuzzy rule that the priority index for a packet is determined. Also, by avoiding sending packets (PKT) out of source networks when there are no beneficial routes, bandwidth is not wasted. The FLC outperforms the scheduling methods with a wide range of results. To improve QoS within MANETs, it is therefore recommended that FLC is used to synchronize packets. Thus, using these performance metrics, the QoS-responsible routing can opt for more stable paths. Based on network simulation, it is evident that incorporating QoS into routing protocols is meant to improve traffic performance, in particular authentic-time traffic.
Keywords
Cite This Article
M. Vargheese, S. Vanithamani, D. S. David and G. R. K. Rao, "Design of fuzzy logic control framework for qos routing in manet,"
Intelligent Automation & Soft Computing, vol. 35, no.3, pp. 3479–3499, 2023. https://doi.org/10.32604/iasc.2023.030948