Improved Energy Based Multi-Sensor Object Detection in Wireless Sensor Networks

Wireless Sensor Networks (WSNs) are spatially distributed to independent sensor networks that can sense physical characteristics such as temperature, sound, pressure, energy, and so on. WSNs have secure link environment robustness. Data Aggregation (DA) plays a key role in WSN, it helps minimize the Energy Consumption (EC). In order trustworthy DA with rate of high aggregation for WSNs, existing research works focused on Routing In-Network (DRINA). Yet, there is no accomplishment an effective balance between overhead routing. But EC required during remained unsolved. The detection objects belonging same event into specific regions by Bayes Node through Nodes (SNs). Multi-Sensor Synchronization Scheduling (MSDSS) framework proposed efficient at sink heterogeneous network. Secure Energy-Efficient based (SEE-INASDR) developed Dynamic (DR) structure reliable data transmission WSNs. Theoretical analysis experimental results showed Polynomial Distribution (BNEPD) technique reduced Drain Rate (EDR) 39% 33% Communication Overhead (CO) using poly distribution algorithm. Similarly, MSDSS increased Network Lifetime (NL) 15%. This also 10.5% (DAR). Finally, SEE-INASDR significantly 51% Protocol (SEERP).