Data Fusion Mechanism as a Tool for Consumer Electronics to Enhance Security in Blockchain Enabled Applications

The role of Big-data is imperative in Blockchain- based trading systems, cloud-based applications, P2P-based applications, and parallel communications. It is very important to fuse the data obtained from heterogeneous Blockchain nodes in such a way that it can provide some useful information after processing. The analysis of the data must be made without losing the useful chunks of the information especially when it involves financial transactions. By combining the data from multiple sources in a Blockchain environment, the accuracy and completeness of data can be assured. The reliability of data is also enhanced since the data can be validated easily with the cross-reference points. The integration of data allows comprehensive analysis of data and also helps in decision making. It also helps in detection of frauds by reducing the dimensionality of data. In order to improve the interaction in the data, and to enhance the data transmission rate, a new soft computing based data fusion control model has been proposed in this article for the fusion of data in Blockchain databases that supports communications over 6G channels. The proposed model comprises hardware and software components along with soft computing based smart data fusion mechanism. The proposed soft computing-based mechanism behaves smartly to process the volume of data by training the system implicitly. The fuzzy logic-based similarity matrix is also devised by calculating the similarity in the data instances to make the system more adaptive. The fusion of a Big-data in the Blockchain systems is performed on the basis of the proposed model for controlling the data interactions. The empirical results show that the proposed data fusion control model for Big-data in the Blockchain system is reliable, secure, and has lower response time. The packet loss rate is low and data transmission is high which proves the viability and robustness of the proposed fusion model for Blockchain enabled applications.