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Probabilistic Amplitude Shaping (PAS)

PAS Scheme

The challenge of probabilistic shaping is how to combine non-uniform signaling with forward error correction (FEC). Probabilistic amplitude shaping (PAS) solves this challenge by concatenating a distribution matcher with a systematic binary encoder:

  • Distribution matcher (DM) generates amplitude sequence A1Anc with distribution PA.
  • Labeling funcion b() represents amplitude by m1 bits.
  • Parity matrix P of systematic rate (m1)nc×ncm generator matrix G=[I|P] calculates nc check bits.
  • Check bits are mapped to sign sequence S1Snc.
  • Xi=AiSi is scaled by Δ and transmitted.

G. Böcherer, F. Steiner, and P. Schulte, Bandwidth efficient and rate-matched low-density parity-check coded modulation, IEEE Trans. Commun., vol. 63, no. 12, pp. 4651–4665, Dec. 2015.