esp32-hacking/esp-crab

Co-Crystal Oscillator CSI Reception Example

• 中文版

This example provides a radio frequency phase synchronization solution for Wi-Fi CSI, including three sub-projects: MASTER_RECV (master receiver), SLAVE_RECV (slave receiver), and SLAVE_SEND (slave sender).
The solution includes two working modes:

1. Self-transmit-and-receive mode
2. Single-transmit-and-dual-receive mode

Feature Introduction

1. Self-Transmit-and-Receive Mode

In this mode, two ESP32-C5 chips are used to transmit and receive signals respectively. By analyzing the phase information in the received Wi-Fi CSI signals, disturbances in the signal path can be sensed with millimeter-level accuracy.
By installing copper sheets to control the RF signal transmission path, the sensing range can also be adjusted, thus supporting high-precision short-range Wi-Fi sensing.
This enables finer Wi-Fi signal sensing, suitable for precise applications in close-range and complex environments.

1.1 MASTER_RECV (Master Receiver)

Flash the MASTER_RECV firmware to the Master chip of the esp-crab device. Its functions include:

• Receiving Wi-Fi packets from the SLAVE_SEND and extracting CIR (Channel Impulse Response) data.
• Calculating the amplitude and phase of Wi-Fi CSI from the CIR and displaying the results.

1.2 SLAVE_SEND (Slave Sender)

Flash the SLAVE_SEND firmware to the Slave chip of the esp-crab device. Its function:

• Transmitting specific Wi-Fi packets.

2. Single-Transmit-and-Dual-Receive Mode

In this mode, one ESP32-C5 chip is responsible for signal transmission, while the two ESP32-C5 chips on the esp-crab device receive signals.
By spatially distributing the sender and receivers, Wi-Fi sensing can be realized over a larger area.
The co-crystal oscillator Wi-Fi CSI data acquired by the esp-crab satisfies the performance requirements of cutting-edge Wi-Fi sensing research, and can be directly integrated with advanced algorithms, further improving the accuracy and application value of the sensing system.
This mode offers strong technical support for wide-area and complex environment wireless sensing and positioning.

2.1 MASTER_RECV (Master Receiver)

Flash the MASTER_RECV firmware to the Master chip of the esp-crab device. Its functions include:

• Receiving Wi-Fi packets from SLAVE_SEND via antenna and extracting CIR data.
• Receiving CIR data from the SLAVE_RECV chip (collected via its antenna).
• Calculating the amplitude and phase difference of Wi-Fi CSI and displaying the result.

2.2 SLAVE_RECV (Slave Receiver)

Flash the SLAVE_RECV firmware to the Slave chip of the esp-crab device. It supports two modes:

• Receiving Wi-Fi packets from SLAVE_SEND and extracting CIR data.
• Transmitting the CIR data to MASTER_RECV.

2.3 SLAVE_SEND (Slave Sender)

Flash the SLAVE_SEND firmware to an extra ESP32-C5 chip (e.g., ESP32-C5-DevkitC-1). Its function:

• Transmitting specific Wi-Fi packets.

Required Hardware

esp-crab Device

PCB Overview

The RF phase synchronization solution must run on the esp-crab device. The images below show the front and back of the PCB:

No.	Function
1	Master external antenna
2	Master onboard antenna
3	Slave external antenna
4	Slave onboard antenna
5	Master BOOT button
6	Master ADC button
7	Slave BOOT button
8	Master 2.4G antenna switch resistor
9	Master 5G antenna switch resistor
10	Slave 5G antenna switch resistor
11	Slave 2.4G antenna switch resistor
12	RST button

Refer to ESP-Crab Circuit Diagram Explanation for the PCB pin description.

Device Form Factor

The esp-crab device has two casing styles based on mode:

• Spaceship case for Self-transmit-and-receive mode
  
• Router-style case for Single-transmit-and-dual-receive mode
  

ESP32-C5-DevkitC-1 Development Board

The Single-transmit-and-dual-receive mode requires an ESP32-C5-DevkitC-1 board as the Wi-Fi sender.

How to Use the Example

1. Self-Transmit-and-Receive Mode

Power the esp-crab via Type-C and it will begin operation. It will display CSI amplitude and phase:

• Amplitude: Two curves representing CIR amplitude for -Nsr0 and 0Nsr.
• Phase: A standard sine curve. The intersection with the red center line represents the CIR phase for 0~Nsr.

At the same time, esp-crab will print received CSI data to the serial port in the following format:
type,id,mac,rssi,rate,noise_floor,fft_gain,agc_gain,channel,local_timestamp,sig_len,rx_state,len,first_word,data

Example:

CSI_DATA,3537,1a:00:00:00:00:00,-17,11,159,22,5,8,859517,47,0,234,0,"[14,9,13,...,-11]"

Note: Upon power-up, the device collects the first 100 Wi-Fi packets to determine the RF reception gain.

2. Single-Transmit-and-Dual-Receive Mode

In this mode, both the esp-crab and the ESP32-C5-DevkitC-1 need to be powered and placed at a certain distance from each other.
The esp-crab will then display the amplitude and phase information of the CSI, and simultaneously print the received CSI data to the serial port, as described earlier.