Description

Integrated Sensing and Communication is the joint design of waveforms, hardware, and signal processing so that one transmission simultaneously serves both communication and sensing. ISAC is the broader research programme inside which 802-11bf-sensing is the WiFi-layer standard. From the thesis perspective ISAC matters because it is the long-term answer to "how do you do CSI sensing without parasitically piggy-backing on data traffic".

When it's used

  • Cellular and Wi-Fi sensing-aware waveform design
  • Joint resource allocation across sensing and comms
  • Theoretical analyses of the sensing-vs-communication trade-off (CRB-rate region)

Limitations

  • Standards still evolving; deployments are early
  • Hardware support patchy outside flagship chipsets
  • Joint optimisation is mathematically heavy

Source Papers

  • liu2022_0883 — ISAC overview and waveforms
  • xiong2023_e6c6 — ISAC sensing performance analysis
  • aljarrah2023_e060 — ISAC precoding and beamforming
  • zhou2022_09d5 — ISAC PHY design
  • ren2023_8cfe — ISAC sensing in radar context

14 vault papers use this method

Titles and DOIs only — no abstracts, no analyses.

  • Integrated Sensing and Communications: Toward Dual-Functional Wireless Networks for 6G and Beyond 2022 DOI ↗
  • Practical Issues and Challenges in CSI-based Integrated Sensing and Communication 2022 DOI ↗
  • Towards Energy Efficient Wireless Sensing by Leveraging Ambient Wi-Fi Traffic 2024 DOI ↗
  • MUSE-Fi: Contactless MUti-person SEnsing Exploiting Near-field Wi-Fi Channel Variation 2023 DOI ↗
  • WiFi-Based Human Sensing With Deep Learning: Recent Advances, Challenges, and Opportunities 2024 DOI ↗
  • Integrated Sensing and Communication Waveform Design: A Survey 2022 DOI ↗
  • A Survey on Green Wireless Sensing: Energy-Efficient Sensing via WiFi CSI and Lightweight Learning 2026 DOI ↗
  • Radio Radiance Field: The New Frontier of Spatial Wireless Channel Representation 2026 DOI ↗
  • Doppler Effect: Analyses and Applications in Wireless Sensing and Communications 2026 DOI ↗
  • A Robust CSI-Based Scatterer Geometric Reconstruction Method for 6G ISAC System 2026 DOI ↗
  • A survey on CSI-based Wi-Fi sensing datasets and models with a focus on reproducibility 2026 DOI ↗
  • An Overview on IEEE 802.11bf: WLAN Sensing 2025 DOI ↗
  • A Unified Performance Framework for Integrated Sensing-Communications Based on KL-Divergence 2023 DOI ↗
  • On the Fundamental Tradeoff of Integrated Sensing and Communications Under Gaussian Channels 2023 DOI ↗