Probabilistic shaping-based delta sigma modulation

This Letter proposes a probabilistic shaping delta-sigma modulation technique. By performing delta-sigma modulation on the probability shaping signal at the transmitting end, under the same transmit power and the same net bit rate, the delta-sigma modulation signal based on probability shaping can obtain better anti-noise capability than the delta-sigma modulation signal only. Under the same information entropy conditions, the bit error rate performance of the PS-based 131072QAM signal modulated by delta-sigma modulation is better than that of the ordinary 65536QAM signal using the delta-sigma modulation scheme, and lower than that of soft decision-forward error correction (4 x 10(-2)). (c) 2023 Optica Publishing Group

Automated summary

This study proposes a probabilistic shaping delta-sigma modulation technique that improves the anti-noise capability of the modulation signal. It demonstrates that the PS-based 131072QAM signal modulated by delta-sigma modulation performs better in terms of bit error rate than the ordinary 65536QAM signal using the delta-sigma modulation scheme. The study also shows that the PS-based modulation has a lower bit error rate than soft decision-forward error correction (4 x 10(-2)).