ANN Based Secured Energy Efficient Routing in Wireless Sensor Networks with Dynamic Deterministic Finite Automata DDFA and Particle Swarm Optimization Algorithm
INTERNATIONAL JOURNAL OF TREND IN SCIENTIFIC RESEARCH AND DEVELOPMENT, 8 (1):
18-23 (February 2024)Abstract
A wireless sensor network, or WSN, is made up of many sensor nodes that can join quickly to the base station. The information is sent to the central spot after being processed at the sensor nodes. When data is sent in a place where there is no coverage, there will be a delay. Not only is there a big delay, but the amount of energy used goes up by a big amount as well. To solve this problem, a method of network coding called energy efficiency and secure routing protocol EESR is used. This way is meant to make multi hop routing protocol safer and use less energy. Some people think that using ANN to automate IDS could help improve the energy efficiency of routing in wireless sensor networks while keeping a certain level of security. Dynamic Deterministic Finite Automata DDFA and Particle Swarm Optimisation PSO are used in the suggested work to find intrusions. Also, data is sent in a safe way by figuring out and then taking the fastest and most efficient route. People have said that a new Deterministic Finite Automata could be used to make the network more active. DDFA PSO gives information about the node inspection, packet inspection, and route inspection. This information is used to find and get rid of hackers, so that data can be sent in the most efficient and cost effective way along the best route. The routing through the best path improves the overall performance of the sensor network, and an analysis of the results shows that the suggested method is better than the existing routing schemes in terms of energy efficiency, network throughput, average one way delay, and lifetime of the network. Yogesh Kumar Solanki | Anshuj Jain | Laxmi Singh ÄNN-Based Secured Energy-Efficient Routing in Wireless Sensor Networks with Dynamic Deterministic Finite Automata (DDFA) and Particle Swarm Optimization Algorithm" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-8 | Issue-1 , February 2024, URL: https://www.ijtsrd.com/papers/ijtsrd61295.pdf Paper Url: https://www.ijtsrd.com/engineering/electronics-and-communication-engineering/61295/annbased-secured-energyefficient-routing-in-wireless-sensor-networks-with-dynamic-deterministic-finite-automata-ddfa-and-particle-swarm-optimization-algorithm/yogesh-kumar-solanki