Hierarchical Distribution Matching for Probabilistically Shaped Coded Modulation
Artikel i vetenskaplig tidskrift, 2019

The implementation difficulties of combining distribution matching (DM) and dematching (invDM) for probabilistic shaping (PS) with soft-decision forward error correction (FEC) coding can be relaxed by reverse concatenation, for which the FEC coding and decoding lies inside the shaping algorithms. PS can seemingly achieve performance close to the Shannon limit, although there are practical implementation challenges that need to be carefully addressed. We propose a hierarchical DM (HiDM) scheme, having fully parallelized input-output interfaces and a pipelined architecture that can efficiently perform the DM/invDM without the complex operations of previously proposed methods such as constant composition DM. Furthermore, HiDM can operate at a significantly larger post-FEC bit error rate (BER) for the same post-invDM BER performance, which facilitates simulations. These benefits come at the cost of a slightly larger rate loss and required signal-to-noise ratio at a given post-FEC BER.

optical fiber communication

probabilistic shaping

implementation

modulation

block error rate

distribution matching

Bit error rate

forward error correction

reverse concatenation

Författare

Tsuyoshi Yoshida

Mitsubishi Electric Corporation

Osaka University

Magnus Karlsson

Chalmers, Mikroteknologi och nanovetenskap (MC2), Fotonik

Erik Agrell

Chalmers, Elektroteknik, Kommunikations- och antennsystem, Kommunikationssystem

Journal of Lightwave Technology

0733-8724 (ISSN)

Vol. 37 6 1579-1589

Signalformning i optisk datatransmission – bortom gausskanalen

Vetenskapsrådet (VR), 2018-01-01 -- 2021-12-31.

Ämneskategorier

Telekommunikation

Kommunikationssystem

Signalbehandling

DOI

10.1109/JLT.2019.2895065

Mer information

Senast uppdaterat

2019-08-28