A New Twist on Low-Complexity Digital Backpropagation
<|reference_start|>A New Twist on Low-Complexity Digital Backpropagation: This work proposes a novel low-complexity digital backpropagation (DBP) method, with the goal of optimizing the trade-off between backpropagation accuracy and complexity. The method combines a split step Fourier method (SSFM)-like structure with a simplifed logarithmic perturbation method to obtain a high accuracy with a small number of DBP steps. Subband processing and asymmetric steps with optimized splitting ratio are also employed to further reduce the number of steps. The first part of the manuscript is dedicated to the derivation of a simplified logaritmic-perturbation model for the propagation of a dual-polarization multiband signal in a fiber, which serves as a theoretical background for the development of the proposed coupled-band enhanced SSFM (CBESSFM). Next, the manuscript presents a digital signal processing algorithm for the implementation of DBP based on a discrete-time version of the model and an overlap-and-save processing strategy. A detailed analysis of the computational complexity of the algorithm is also presented. Finally, the performance and complexity of the proposed DBP method are investigated through numerical simulations. In a wavelength division multiplexing system over a 15 x 80km single mode fiber link, the proposed CB-ESSFM achieves a gain of about 1 dB over simple dispersion compensation with only 15 steps (corresponding to about 680 real multiplications per 2D symbol), with an improvement of 0.9 dB w.r.t. conventional SSFM and almost 0.4 dB w.r.t. our previously proposed ESSFM. Significant gains are obtained also at lower complexity. For instance, the gain reduces to a still significant value of 0.34 dB when a single DBP step is employed, requiring just 75 real multiplications per 2D symbol. A similar analysis is performed also for longer links, confirming the good performance of the proposed method w.r.t. the others.<|reference_end|>
@article{civelli2024a,
    title={A New Twist on Low-Complexity Digital Backpropagation},
    author={Stella Civelli, Debi Pada Jana, Enrico Forestieri, Marco Secondini},
    journal={arXiv preprint arXiv:2409.14489},
    year={2024},
    archivePrefix={arXiv},
    eprint={2409.14489},
    primaryClass={cs.IT eess.SP math.IT}
}