LiveSense: A Real-Time Wi-Fi Sensing Platform for Range-Doppler on COTS Laptop

LiveSense is a cross-platform system that transforms commercial off-the-shelf Wi-Fi 6E/7 laptops into real-time, centimeter-accurate Range-Doppler sensors capable of extracting synchronized channel state information and performing on-device signal processing to detect distance, velocity, and micro-motions while maintaining simultaneous communication.

Jessica Sanson, Rahul C. Shah, Maximilian Pinaroc, Cagri Tanriover, Valerio Frascolla

Published Mon, 09 Ma
📖 3 min read☕ Coffee break read

Imagine you have a standard laptop sitting on a coffee shop table. Usually, this laptop is just a tool for sending emails, streaming videos, or browsing the web. It talks to the Wi-Fi router to get data, but it doesn't really "see" anything else around it.

LiveSense is a clever piece of software that turns that ordinary laptop into a high-tech, invisible radar.

Here is how it works, broken down into simple concepts:

1. The "Super-Ears" Analogy

Think of your laptop's Wi-Fi card (the part that connects to the internet) like a pair of ears. Normally, these ears just listen for the specific "voice" of the internet router to download a webpage.

LiveSense teaches these ears to listen to the echoes of the Wi-Fi signals bouncing off people and objects in the room. Just like a bat uses sound to navigate in the dark, LiveSense uses Wi-Fi signals to "see" movement, distance, and even tiny vibrations like breathing.

2. The Magic Trick: Doing Two Things at Once

The biggest challenge with this idea is that Wi-Fi is busy. It's constantly sending and receiving data. If you try to listen for echoes while talking, you usually get confused by your own voice (this is called "self-interference").

LiveSense is like a magical conductor that solves this problem:

  • The Split Personality: It tells the laptop to use some of its "brain power" to keep the internet connection strong (so you can still watch Netflix) while using the rest to act like a radar.
  • The Noise Canceller: It has a special trick to ignore the loud noise of its own Wi-Fi transmission, allowing it to hear the faint whispers of a person walking by or a hand waving.

3. What Can It Actually "See"?

Because it is so sensitive, LiveSense can detect things that are usually invisible to regular sensors:

  • The "Ghost" Distance: It can tell you exactly how far away a person is standing (within a few centimeters), even if they are behind a wall or in a dark room.
  • The "Breathing" Sensor: It is so precise it can detect the tiny rise and fall of a person's chest as they breathe, even if they are standing perfectly still.
  • The "Magic" Hand: You can wave your hand in front of the laptop, and it will track your hand's speed and distance in real-time, turning your hand into a remote control.

4. Why Is This a Big Deal?

Before this, if you wanted a radar that could see through walls or detect breathing, you needed expensive, bulky military-grade equipment or specialized hardware that wasn't available in stores.

LiveSense is revolutionary because it works on off-the-shelf laptops (the kind you can buy at any electronics store).

  • No Calibration Needed: You don't need to spend hours setting it up. You just turn it on, and it figures out the room's layout automatically.
  • Works in Chaos: The paper tested this in busy coffee shops with lots of people and lots of Wi-Fi traffic. While other systems get confused by the noise, LiveSense cuts through the chaos and keeps tracking targets accurately.

The Bottom Line

Imagine walking into a room where your laptop suddenly becomes a pair of X-ray glasses that can see how far away you are, how fast you are moving, and if you are breathing—all without you needing to wear a watch, a camera, or a special sensor. That is what LiveSense does. It turns the invisible Wi-Fi waves that fill our air into a powerful tool for sensing the world around us.