An Overview on IEEE 802.11bf: WLAN Sensing
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Abstract (arXiv)
With recent advancements, the wireless local area network (WLAN) or wireless fidelity (Wi-Fi) technology has been successfully utilized to realize sensing functionalities such as detection, localization, and recognition. However, the WLANs standards are developed mainly for the purpose of communication, and thus may not be able to meet the stringent requirements for emerging sensing applications. To resolve this issue, a new Task Group (TG), namely IEEE 802.11bf, has been established by the IEEE 802.11 working group, with the objective of creating a new amendment to the WLAN standard to meet advanced sensing requirements while minimizing the effect on communications. This paper provides a comprehensive overview on the up-to-date efforts in the IEEE 802.11bf TG. First, we introduce the definition of the 802.11bf amendment and its formation and standardization timeline. Next, we discuss the WLAN sensing use cases with the corresponding key performance indicator (KPI) requirements. After reviewing previous WLAN sensing research based on communication-oriented WLAN standards, we identify their limitations and underscore the practical need for the new sensing-oriented amendment in 802.11bf. Furthermore, we discuss the WLAN sensing framework and procedure used for measurement acquisition, by considering both sensing at sub-7GHz and directional multi-gigabit (DMG) sensing at 60 GHz, respectively, and address their shared features, similarities, and differences. In addition, we present various candidate technical features for IEEE 802.11bf, including waveform/sequence design, feedback types, as well as quantization and compression techniques. We also describe the methodologies and the channel modeling used by the IEEE 802.11bf TG for evaluation. Finally, we discuss the challenges and future research directions to motivate more research endeavors towards this field in details.
Key facts. Cited by 11 papers in the map (data through 14 Oct 2026). First posted on arXiv 20 Oct 2023.
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Citing papers per year: 2025: 6; 2026: 5.
11 papers.
- 2026CSI-JEPA: Towards Foundation Representations for Ubiquitous Sensing with Minimal Supervisioncited by 3
- 2025Towards SISO Bistatic Sensing for ISACcited by 2
- 2025Doppler Radiance Field-Guided Antenna Selection for Improved Generalization in Multi-Antenna Wi-Fi-based Human Activity Recognitioncited by 1
- 2025Scalable Wi-Fi RSS-Based Indoor Localization via Automatic Vision-Assisted Calibrationcited by 0
- 2025ZK-SenseLM: Verifiable Large-Model Wireless Sensing with Selective Abstention and Zero-Knowledge Attestationcited by 0
- 2025Towards Trustworthy Wi-Fi CSI-based Sensing: Systematic Evaluation of Adversarial Robustnesscited by 0
- 2025FuseFi: Combining Irregularly Sampled CSI from Diverse Communication Packets and Frequency Bands for Wi-Fi Sensingcited by 0
- 2026Practical Wi-Fi-based Motion Recognition Under Variable Traffic Patternscited by 0
- 2026WiFi-Based People Counting Using Beam-Steerable Antennas: A Test-bed Studycited by 0
- 2026DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensingcited by 0
- 2026Quantum-Assisted Memory-Efficient Training for Parameter-Intensive Wi-Fi-Based Human Activity Recognitioncited by 0
- 2026Quantum-Assisted Memory-Efficient Training for Parameter-Intensive Wi-Fi-Based Human Activity Recognition2 Sep 2026
- 2026DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing9 Aug 2026
- 2026WiFi-Based People Counting Using Beam-Steerable Antennas: A Test-bed Study15 Jun 2026
- 2026CSI-JEPA: Towards Foundation Representations for Ubiquitous Sensing with Minimal Supervision13 May 2026
- 2026Practical Wi-Fi-based Motion Recognition Under Variable Traffic Patterns8 May 2026
- 2025FuseFi: Combining Irregularly Sampled CSI from Diverse Communication Packets and Frequency Bands for Wi-Fi Sensing14 Dec 2025
- 2025Towards Trustworthy Wi-Fi CSI-based Sensing: Systematic Evaluation of Adversarial Robustness25 Nov 2025
- 2025ZK-SenseLM: Verifiable Large-Model Wireless Sensing with Selective Abstention and Zero-Knowledge Attestation29 Oct 2025
- 2025Scalable Wi-Fi RSS-Based Indoor Localization via Automatic Vision-Assisted Calibration26 Sep 2025
- 2025Doppler Radiance Field-Guided Antenna Selection for Improved Generalization in Multi-Antenna Wi-Fi-based Human Activity Recognition18 Sep 2025
- 2025Towards SISO Bistatic Sensing for ISAC18 Aug 2025
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- 2026Integrated Sensing and Covert Communication In Low-Altitude Networks: A Smart Radio Environment Perspective ↗
- 2025APEX: Automated Parameter Exploration for Low-Power Wireless Protocols ↗
- 2026Neuro-Wideband WiFi Sensing via Self-Conditioned CSI Extrapolation ↗
- 2025AI-Native Integrated Sensing and Communications for Self-Organizing Wireless Networks: Architectures, Learning Paradigms, and System-Level Design
- 2025Wi-Chat: Large Language Model Powered Wi-Fi Sensing
- 2026CSI-Agent: LLM-Assisted Few-Shot Adaptation for Cross-Domain Wi-Fi CSI Sensing