Description

Precoding pre-multiplies transmit signals across antennas / users to shape the radiated waveform — for spatial multiplexing in pure communication, or for joint beam-pattern + data design in ISAC. In the WiFi-sensing context, precoding determines how much sensing structure is preserved while serving communication, and is the main lever in ISAC waveform-design papers.

When it's used

  • ISAC waveform optimisation
  • MU-MIMO communication scheduling that affects sensing CSI quality
  • Beam-pattern shaping for directional sensing

Limitations

  • CSI feedback overhead constrains practical precoding
  • Joint sensing-comms precoding is mathematically heavy
  • Not directly applicable to passive sensing setups

Source Papers

  • aljarrah2023_e060 — ISAC precoding survey
  • zhou2022_09d5 — precoding for joint sensing/comms
  • xiong2023_e6c6 — precoding in ISAC sensing analysis
  • liu2022_0883 — precoding context in ISAC overview

3 vault papers use this method

Titles and DOIs only — no abstracts, no analyses.

  • Integrated Sensing and Communication Waveform Design: A Survey 2022 DOI ↗
  • Privacy and Security in Ubiquitous Integrated Sensing and Communication: Threats, Challenges and Future Directions 2024 DOI ↗
  • A Unified Performance Framework for Integrated Sensing-Communications Based on KL-Divergence 2023 DOI ↗