iot 4.0
Smart IoT devices
8 BIT CRIPTO ALGORITHMS WITH RTOS
Internet of things 4.0
Cryptographic algorithms to run in 8-bit and 16-bit microcontrollers with RTOS support to implement multi-task applications.
Aproach
8 bit ml ALGORITHMS WITH RTOS
Ml models can be optimized to fit in devices with computational limitations when their processor can run applications in 8-bit or 16-bit. Furthermore, when the ML model is ready to be deployed, it must also be part of the IoT application, which usually uses a Real-Time Operative System (RTOS) to perform multi-task procedures.
This project aims to compile and process robust Internet of Things applications using tiny ML algorithms in hardware-constrained devices. This process is carried out by integrating encryption, machine learning, and real-time operative systems. Therefore, IoT devices can make decisions close to the final user.
HARDWARE ACCELERATION
Robust applications with deep learning with specific hardware such as Arduino MKR Vidor 4000, Portenta H7 to make parallel computing between tasks.
