Hybrid heuristic driving training-rider optimization algorithm for QoS-aware multicast communication system in MANET

ABSTRACT

Mobile Ad hoc Network (MANET) is broadly applicable in various sectors within a short amount of time, which is connected to mobile developments. However, the communication in the MANET faces several issues like synchronization, managing power, resources, and routing management. Often, finding the optimal path in the MANET becomes complicated in the existing approaches. In this work, the latest QoS-assisted multiple-cast communication system in MANET is presented using hybridized approaches for better communication over the MANET domain. Especially, an Exploitation-assisted Driving Training-Rider Optimization (EDT-RO) model is suggested for the multicast routing in MANET. The developed EDT-RO algorithm optimizes the paths for communication in MANET, where the network considers more than two receivers. The proposed EDT-RO-based multicast routing algorithm aims to attain the objective function considering the data packet delivery rate, the throughput, the end-to-end latency, and the Quality of Service (QoS). Throughout the result analysis, the offered model shows better performance in terms of 0.2%, 0.3%, 0.5%, and 1.5% than DHOA, Jaya, DTBO, and ROA regarding mean. Simulations are conducted by comparing with other optimization algorithms used for QoS-assisted multiple casts routing to showcase and attain better routing performance of the developed models.

KEYWORDS:

• Mobile ad hoc network
• multicast communication
• QoS-Aware communication
• multi-objective function
• path optimization
• exploitation-based driving training-rider optimisation

Disclosure statement

No potential conflict of interest was reported by the author(s).

Author Contribution

Sanjaya Kumar Sarangi: The paper conceptualisation, methodology, software, validation, formal analysis, methodology, software data curation, resources, data collection, writing original draft preparation.

Arabinda Nanda: The supervision and project administration, and also the visualisation.

Prafulla Kumar Behera: Software, Validation, Writing – Reviewing and Editing.

Rasmita Lenka: The simulation set up using MatLab, the MANET model used by passing parameters, and throughput validation using classical algorithms has been done by the given corresponding author.