Energy efficient optimization algorithms for MANET
T.M. Saravanan, S Saravanakumar · 2023
Mobile Ad Hoc Network is an infrastructure-less network which has a group of nodes that moves in a random manner. The optimal cluster head can reduce the efficiency with which a MANET operates, which is hampered by the network's dynamic structure. Through the use of multipath multicast routing, this method improves overall performance and guarantees QoS. To extend the life of MANETs that are the extremely energy-efficient dynamic swarming architecture approach is used. This protocol makes effective use of the limited energy source. The various network nodes that collect data and send it to its intended recipients. In order to accomplish power-efficient data transmission and node categorization, several nodes are merged and presented. The network nodes broadcast information that is used to determine which paths to take and how to take them. If you want your data packet transmission to be as efficient as possible on the network, you need to take into account the data delivery ratio. Better data delivery rates are achieved at the expense of lower energy costs and lower administrative burdens. In this paper, to achieve an improved data delivery rate, an Enhanced Monarch Butterfly Optimization Algorithm (EMBOA) for the route in MANET is proposed. Routing energy efficiency and load balancing via various optimization methods is the primary goal at first. Nodes from MANET's mobile component are used in a clustering process using a variety of optimization algorithms. Estimating residual energy and bandwidth helps with load balancing by increasing the data delivery ratio with minimal routing overhead. The EMBOA is then used to boost the efficiency and effectiveness of load balancing and multipath multicast routing in MANET, all while reducing energy usage. In terms of MANET routing performance, the suggested EMBOA is roughly 5% more effective than the current.