17 GBd Sub-Photon Level Heterodyne Detection for CV-QKD Enabled by Machine Learning

We experimentally demonstrate heterodyne detection at a SNR of less than −20 dB with machine learning based optimized carrier phase estimation. Successful 17 GBaud BPSK signal demodulation is achieved without the use of pilot signals.