A Novel Approach of Efficient Resource Allocation in Smart Consumer Electronics Device Network

A network of smart consumer electronics devices is related with two key terms: data security and resource allocation. Because multiobjective sensor data is being transferred at the same time, the data transfer across communication channels within the Internet of Things (IoT) framework is subject to multiple channel interference. It results in the depletion of network resources and makes data security susceptible. Dedicated channel states are considered for fixed resources in the majority of earlier research, which continues to be a significant problem for the flexibility and security of consumer electronics device networks. Both of the issues are included in this work by determining the channel security and extracting the ideal channel state for various consumer electronics device applications using principal component analysis. This produces a quick system that uses resources efficiently and is verified through simulations and mathematical analysis.