Coupled-Band ESSFM for Low-Complexity DBP
Stella Civelli, Debi Pada Jana, Enrico Forestieri, Marco Secondini

TL;DR
This paper introduces a new low-complexity digital backpropagation method combining perturbation theory, subband processing, and splitting ratio optimization, achieving significant performance gains with fewer computations.
Contribution
The novel coupled-band ESSFM technique improves digital backpropagation efficiency by integrating multiple advanced methods for the first time.
Findings
Achieves up to 0.91 dB gain over dispersion compensation.
Requires significantly fewer multiplications per 2D-symbol.
Outperforms existing DBP techniques in efficiency and effectiveness.
Abstract
We propose a novel digital backpropagation (DBP) technique that combines perturbation theory, subband processing, and splitting ratio optimization. We obtain 0.23 dB, 0.47 dB, or 0.91 dB gains w.r.t. dispersion compensation with only 74, 161, or 681 real multiplications/2D-symbol, improving significantly on existing DBP techniques.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsSemiconductor materials and devices · Copper Interconnects and Reliability · Metal and Thin Film Mechanics
