MICROCONTROLLER WITH EVENT BUS SIGNAL PROCESSING FOR EFFICIENT RARE-EVENT DETECTION IN IOT DEVICES

Abstract

The use of microcontrollers with event bus signal processing for effective rare-event detection
in Internet of Things devices is explored in this paper. The goal of this novel strategy is to
improve IoT applications' scalability, accuracy, responsiveness, energy efficiency, and costeffectiveness.
Through the use of event-driven processing, the microcontroller can save energy
and yet respond to infrequent events by staying in a low-power state until a pertinent event
takes place. The use of event bus topologies enables asynchronous communication between
several system components via a central bus, hence facilitating effective data interchange and
processing. This technique is perfect for Internet of Things applications where energy
efficiency is critical since it cuts total power usage and eliminates redundant data processing.
To provide reliable rare-event detection, the study highlights the significance of striking a
balance between energy efficiency and processing performance as well as reacting to dynamic
situations. To handle energy-performance tradeoffs and security concerns, the technique entails
hardware selection, event bus architecture design, algorithm development, and rigorous testing.
This research helps to create intelligent and efficient IoT systems that can function well in a
variety of dynamic contexts by pushing the boundaries of rare-event identification.