Technical Conference: 15 - 19 March 2026
Exhibition: 17 - 19 March 2026
Los Angeles Convention Center | Los Angeles, California, United States

Technical Conference: 15 - 19 March 2026
Exhibition: 17 - 19 March 2026
Los Angeles Convention Center | Los Angeles, California, United States

Panel: Probabilistic Amplitude Shaping after 10 Years: Where Are we Now, and What is to Come?

Since its introduction a decade ago, probabilistic amplitude shaping (PAS) has evolved from a topic of academic interest to a mainstream, near ubiquitous technology adopted across a wide range of optical systems — from traditional long-haul deployments to compact pluggable transceivers.

In this panel, we will reflect on the progress made over the past ten years, examine the state-of-the-art in both research and products, and explore opportunities for future developments.

The key discussions to address in this panel are:

  • The evolution of shaping algorithms and key implementations of PAS;
  • Considerations for hardware implementation of probabilistic shaping, including complexity, parallelism, and latency;
  • Shaping for pluggable DSP implementations and standardized PAS algorithms;
  • PAS-enabled capabilities  and future research directions, such as its application to non-AWGN channels (e.g.,  unamplified links and nonlinear channels) and its interactions with other system components (e.g., forward error correction and carrier phase recovery).

Organizers

  • Stella Civelli

    CNR-IEIIT, Italy

    About the

    Stella Civelli is a researcher at the Institute of Electronics, Computer and Telecommunication Engineering of the National Research Council of Italy (CNR-IEIIT). Her research focuses on coherent optical communications and secure optical networks, aiming to enable high-capacity and resilient infrastructures. Her main interests include optical communication theory, digital signal processing, fiber nonlinearity mitigation, and network security. She received her Master’s degree in Applied Mathematics from the University of Florence in 2015 and a PhD in Photonic Technologies from Scuola Superiore Sant’Anna in 2019, both with honors. She has been involved in national and European research and industrial projects.
     

  • David Millar

    Nokia, United States

Panelists

  • Georg Böcherer

    Huawei, Germany

  • Junho Cho

    Nokia, United States

  • Marco Secondini

    Scuola Superiore Sant'Anna, Italy

  • Mehdi Torbatian

    Celero Communications, Canada

  • Olga Vassilieva

    Fujitsu Labs, United States

    About the Panelist

    Olga Vassilieva Ph.D. is the Research Scientist with 1Finity Inc., a Fujitsu Company, Richardson, TX, USA. She specializes in research and development of high bit-rate coherent optical transmission systems, advanced optical modulation formats, and transmission impairment mitigation techniques. Dr. Vassilieva is a Senior Member of the IEEE Photonics Society, the author and co-author of numerous scientific papers and holds more than hundred US patents per current USPTO record.

  • Shahab Oveis Gharan

    Ciena, Canada