duhengxu-commits/Use-ADC-to-collect-signals-and-import-them-into-PyCharm-for-CNN-training: Use ADC to collect signals and import them into PyCharm for CNN training
Abstract
Continuous analog signals are sampled using the hardware ADC. The raw data is imported into the Python environment via the serial port (UART/USB). The signal is subjected to noise reduction, normalization, and sliding window frame division. Build a 1D-CNN model in PyCharm to automatically identify signals with different features.
Fields of Study & Subjects
Embedded Systems and FPGA Design
ECG Monitoring and Analysis
Embedded Systems and FPGA Applications
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 20 January 2026