output
20092026
most citedNeural Graph Collaborative Filtering

3.2k citations

Showing 2019 · eess.SPShow all

5 papers · 2 filters

eess.SP2019★ 4 cited

30% Reach Increase via Low-complexity Hybrid HD/SD FEC and Nonlinearity-tolerant 4D Modulation

Gabriele Liga, Bin Chen, Sjoerd van der Heide +4

Current optical coherent transponders technology is driving data rates towards 1 Tb/s/λand beyond. This trend requires both high-performance coded modulation schemes and efficient…

eess.SP2019★ 47 cited

End-to-End Learning of Geometrical Shaping Maximizing Generalized Mutual Information

Kadir Gümüs, Alex Alvarado, Bin Chen +2

GMI-based end-to-end learning is shown to be highly nonconvex. We apply gradient descent initialized with Gray-labeled APSK constellations directly to the constellation coordinates…

eess.SP2019★ 4 cited

Experimental Demonstration of Eight-dimensional Modulation Formats for Long-haul Optical Transmission

Sjoerd van der Heide, Bin Chen, Menno van den Hout +4

Two novel 5.5 bit/4D modulation formats are experimentally demonstrated to transmit over 9680 km of SSMF. A reach increase of 29.4% over the 6 bit/4D PM-8QAM is shown. Furthermore,…

eess.SP2019★ 14 cited

Eight-dimensional Polarization-ring-switching Modulation Formats

Bin Chen, Chigo Okonkwo, Hartmut Hafermann +1

We propose two 8-dimensional (8D) modulation formats (8D-2048PRS-T1 and 8D-2048PRS-T2) with a spectral efficiency of 5.5 bit/4D-sym, where the 8 dimensions are obtained from two ti…

eess.SP2019★ 33 cited

Improved Decoding of Staircase Codes: The Soft-aided Bit-marking (SABM) Algorithm

Yi Lei, Bin Chen, Gabriele Liga +5

Staircase codes (SCCs) are typically decoded using iterative bounded-distance decoding (BDD) and hard decisions. In this paper, a novel decoding algorithm is proposed, which partia…