Real-time automatic modulation classification using RFSoC

Here is a short video describing our work on FPGA-based machine learning for real-time automatic modulation classification (AMC).

It was presented (virtually) at the RAW workshop https://raw.necst.it/.

  • Stephen Tridgell, David Boland, Philip HW Leong, Ryan Kastner, Alireza Khodamoradi, and Siddhartha. Real-time automatic modulation classification using rfsoc. In 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020, New Orleans, LA, USA, May 18-22, 2020, 82–89. IEEE, 2020. DOI: https://doi.org/10.1109/IPDPSW50202.2020.00021 (amc_raw20.pdf)