Part 3: RF Sensing Systems and Signal Processing

Chapter 10: OFDM and OTFS Sensing

Advanced~150 min

Learning Objectives

  • Derive the OFDM radar signal model and connect the OFDM channel matrix to the sensing operator A\mathbf{A}
  • Perform 2D periodogram range-Doppler processing from OFDM pilot observations
  • Analyze the OFDM ambiguity function and its dependence on bandwidth, observation time, and cyclic prefix
  • Understand OTFS modulation via the Zak transform and symplectic Fourier transform
  • Compare the OTFS and OFDM ambiguity functions, especially at high Doppler
  • Evaluate the trade-offs among FMCW, OFDM, OTFS, and PMCW waveforms for sensing and ISAC

Sections

Prerequisites

💬 Discussion

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