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.
Intrusion Detection System, WSN, Clustering, Particle Swarm Optimization, ANN
International Journal of Trend in Scientific Research and Development - IJTSRD having
online ISSN 2456-6470. IJTSRD is a leading Open Access, Peer-Reviewed International
Journal which provides rapid publication of your research articles and aims to promote
the theory and practice along with knowledge sharing between researchers, developers,
engineers, students, and practitioners working in and around the world in many areas
like Sciences, Technology, Innovation, Engineering, Agriculture, Management and
many more and it is recommended by all Universities, review articles and short communications
in all subjects. IJTSRD running an International Journal who are proving quality
publication of peer reviewed and refereed international journals from diverse fields
that emphasizes new research, development and their applications. IJTSRD provides
an online access to exchange your research work, technical notes & surveying results
among professionals throughout the world in e-journals. IJTSRD is a fastest growing
and dynamic professional organization. The aim of this organization is to provide
access not only to world class research resources, but through its professionals
aim to bring in a significant transformation in the real of open access journals
and online publishing.