A Plug-in Tiny AI Module for Intelligent and Selective Sensor Data Transmission

Understand

Applications in the Internet of Things (IoT) utilize machine learning to analyze sensor-generated data.

• However, a major challenge lies in the lack of targeted intelligence in current sensing systems, leading to vast data generation and increased computational and communication costs.
• To address this challenge, we propose a novel sensing module to equip sensing frameworks with intelligent data transmission capabilities by integrating a highly efficient machine learning model placed near the sensor.
• This model provides prompt feedback for the sensing system to transmit only valuable data while discarding irrelevant information by regulating the frequency of data transmission.