Part 5: Graphical Models and Message Passing

Chapter 19: Turbo Principle and Iterative Receivers

Advanced~240 min

Learning Objectives

  • Explain the turbo principle: iterative exchange of extrinsic information between coupled soft-input soft-output blocks
  • Construct and interpret EXIT charts to predict decoding convergence and the turbo cliff
  • Derive the MMSE-PIC turbo equalizer and analyse its fixed points
  • Design and analyse iterative MIMO detection with soft feedback from a channel decoder
  • Formulate expectation propagation as projection of intractable messages onto a Gaussian family via moment matching
  • Relate EP to loopy belief propagation and to LMMSE-based iterative receivers

Sections

Prerequisites

💬 Discussion

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