Efficient Deployment Based on Congestion Control Delivery in Multi-hop Wireless Sensor Network

Multi-hop Wireless Sensor networks are designed for various real-time applications, and it should be appropriately designed to avoid delivery congestion between linked nodes. For efficient transmission with minimum energy, our proposed work introduces a novel optimized method based on the congestion management algorithm. In our approach based congestion control algorithm was based on the cluster-based routing, since the energy consumption was effectively reduced throughout the network. Since it has to improve network lifetime for a plentiful simulation period, the delivery control process also reduces the access delay. Initially, cluster the nodes with the k means algorithm. After that focusing on the delivery control using Kalman Filter strategy, and this is suitable for minimum access-delay prediction. Finally, the delivery with high efficiency using optimized routing. The experimental results are implemented on the Windows platform, and the performances outperform average throughput, average packet loss, packet delivery ratio, energy-consuming, and system reliability.