Description

The ASUS RT-AC86U is a consumer 802.11ac router built on the Broadcom BCM4906 + BCM4366c0 chipset that has become a de facto reference platform for infrastructure-side CSI extraction thanks to nexmon-csi support. Mounted as a real AP (not a sniffer-only host), the RT-AC86U serves dual duty: provides Wi-Fi to clients while extracting per-frame CSI from the same traffic — the closest you can get to "deployed AP that does sensing" on commodity gear today. Several CSI sensing papers and at least one thesis-relevant deployment cite this exact model.

Specs / capabilities

  • Broadcom BCM4906 (1.8 GHz dual-core ARM) + BCM4366c0 5 GHz radio + BCM4365 2.4 GHz radio
  • 802.11ac 4x4 MU-MIMO at 5 GHz (up to 2.1 Gbps)
  • 802.11n 3x3 at 2.4 GHz (up to 750 Mbps)
  • 4 × Gigabit Ethernet LAN, 1 × Gigabit WAN
  • Asuswrt-Merlin third-party firmware widely used as base for Nexmon

Tooling

  • nexmon-csi build for BCM4366c0
  • Asuswrt-Merlin firmware: https://www.asuswrt-merlin.net/

Used by (papers)

  • 802.11ac CSI sensing papers using the BCM4366c0 chipset
  • Real-AP-as-sensor thesis-relevant deployments

6 vault papers run on this hardwar

Titles and DOIs only — no abstracts, no analyses.

  • A CSI Dataset for Wireless Human Sensing on 80 MHz Wi-Fi Channels 2023 DOI ↗
  • Free Your CSI 2019 DOI ↗
  • Efficient machine learning for Wi-Fi CSI-based human activity recognition using fast Monte Carlo based feature extraction 2026 DOI ↗
  • VICount: Device-free Crowd Counting System Using WiFi Signals 2025 DOI ↗
  • Wi-Fi Localization Obfuscation: An implementation in openwifi 2023 DOI ↗
  • Design and Implementation of a CSI-based System for Counting the Number of Vocational Undergraduate Students 2023 DOI ↗