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serdespy

A python library for system-level SerDes modelling and simulation

Table of Contents

General Information

Richard Barrie's undergraduate thesis project. University of Toronto, Engineering Science. ESC499 2021/2022. Supervisors: Tony Chan Causone, Ming Yang Authors: Richard Barrie, Katherine Liang

Features

Includes functions and classes for time-domain model of serdes system

  • Channel Modelling
  • TX FIR Filter
  • TX Jitter
  • Continuous-Time Linear Equalizer (CTLE)
  • Feed-Forward Equalizer (FFE)
  • Decision Feedback Equalizer (DFE)
  • Maximum-Likelihood Sequence Estimation (MLSE)
  • PRBS/PRQS generation
  • Eye Diagram Plotter
  • Bit Error Rate Checker
  • Forward Error Correction with Reed-Solomon Codes

Setup

Python 3.7+ required pip install serdespy

Examples

The 'examples' directory contains some scripts and documentation on how to use serdespy. It contains 2 subdirectories:

  • /problem_set

    • contains a problem set on wireline links "problem_set.pdf", and scripts that complete the problems using the serdespy package
    • files should be run in numerical order
  • /example_channel

    • this directory contains a series of scripts that perform modelling and simulation on a model of a 100G PAM-4 copper channel from 4-port s-paramaters
    • instructions for downloading the s-paramater files and running the scripts are in the header of "1_channel.py"
    • files should be run in numerical order

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Python library for SerDes modelling

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