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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