Radar human activity recognition with machine learning

During my phd years, I made a demo of indoor human activity recognition using FMCW radar and machine learning. The schematic below shows the end to end system from the sensor node to the cloud. I was involved in the different stages of this work from the sensor configuration and the signal processing to building a convolutional neural network for Doppler maps classification. This schematic shows the workflow of the demo from the sensor edge to the cloud....

Wed May 1, 2024 · 1 min · 206 words · Me

Docker for code developement and deployement on a RaspberryPi

Intro Lately, I had to develop a demo working on a raspberrypi and send it to some project partners. However, it was very difficult in the beginning, since whenever I change something and push it to GitHub, they were not aware of that, and also faced problems with dependecies sometimes. So I decided to solve this problem and use a Docker container. The first step was to check if Docker runs on RaspberryPi, which is the case....

Thu September 7, 2023 · 3 min · 441 words · Me