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Ning Yu Xiang
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Merge branch 'add_esp_crab' into 'master'
add_esp-crab See merge request esp-components/esp-csi-ext!62
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components/esp-radar/idf_component.yml

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version: "0.2.0"
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version: "0.2.1"
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description: This package provides algorithmic functionality for ESP-CSI human movement and presence detection for easy integration into products.
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url: https://github.com/espressif/esp-csi/tree/master/esp-radar
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issues: https://github.com/espressif/esp-csi/issues
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targets:
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- esp32
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- esp32s3
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- esp32c3
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- esp32c5
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dependencies:
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idf: ">=4.4.1"
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cmake_utilities: "0.*"

components/esp-radar/include/esp_radar.h

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{
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#endif
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#if CONFIG_IDF_TARGET_ESP32S3 || CONFIG_IDF_TARGET_ESP32C3
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#if CONFIG_IDF_TARGET_ESP32S3 || CONFIG_IDF_TARGET_ESP32C3 || CONFIG_IDF_TARGET_ESP32C5 || CONFIG_IDF_TARGET_ESP32C6
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#define WIFI_CSI_PHY_GAIN_ENABLE 1
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#endif
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.shift = 4, \
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} \
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}
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/**
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* @brief Set Wi-Fi radar configuration
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*
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#if WIFI_CSI_PHY_GAIN_ENABLE
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/**
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* @brief
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* @brief Retrieve the gain baseline of the receive gain
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*
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* @param agc_gain
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* @param fft_gain
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* @return esp_err_t
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*/
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esp_err_t esp_radar_get_rx_gain(uint8_t* agc_gain, int8_t *fft_gain);
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esp_err_t esp_radar_get_rx_gain_baseline(uint8_t* agc_gain, int8_t *fft_gain);
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/**
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* @brief
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* @brief Force setting the receive gain, but it may lead to packet loss.
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*
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* @param agc_gain
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* @param fft_gain
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* @return esp_err_t
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*/
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esp_err_t esp_radar_set_rx_force_gain(uint8_t agc_gain, int8_t fft_gain);
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/**
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* @brief To calculate the gain baseline, record the receive gain.
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*
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* @param agc_gain
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* @param fft_gain
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* @return esp_err_t
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*/
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esp_err_t esp_radar_set_rx_gain(uint8_t agc_gain, int8_t fft_gain);
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esp_err_t esp_radar_record_rx_gain(uint8_t agc_gain, int8_t fft_gain);
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/**
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* @brief Reset rx gain baseline
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* @return esp_err_t
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*/
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void esp_radar_reset_rx_gain_baseline(void);
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/**
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* @brief This function compensates the input data based on the provided AGC gain and FFT gain.
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* It adjusts the data by applying compensation calculated from the AGC gain and FFT gain values.
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*
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* @param data Pointer to the data to be compensated.
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* @param size Size of the data array.
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* @param compensate_gain Pointer to store the computed compensation gain.
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* @param agc_gain AGC gain value used for compensation.
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* @param fft_gain FFT gain value used for compensation.
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*
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* @return
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* - ESP_OK: Compensation successfully applied.
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* - ESP_ERR_INVALID_STATE: Invalid state, compensation cannot be applied.
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*/
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esp_err_t esp_radar_compensate_rx_gain(int8_t *data, uint16_t size, float *compensate_gain, uint8_t agc_gain, int8_t fft_gain);
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/**
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* @brief Get the gain compensation value based on the provided AGC gain and FFT gain.
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*
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* @param compensate_gain Pointer to store the calculated gain compensation value.
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* @param agc_gain Automatic Gain Control (AGC) gain value used for compensation.
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* @param fft_gain Fast Fourier Transform (FFT) gain value used for compensation.
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*
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* @return
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* - ESP_OK: Compensation successfully applied.
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* - ESP_ERR_INVALID_STATE: Invalid state, compensation cannot be applied.
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*/
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esp_err_t esp_radar_get_gain_compensation(float *compensate_gain, uint8_t agc_gain, int8_t fft_gain);
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/**
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* @brief Retrieve the RX gain values from CSI packet information.
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*
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* @param info Pointer to the wifi_csi_info_t structure.
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* @param agc_gain Pointer to store the AGC gain value.
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* @param fft_gain Pointer to store the FFT gain value.
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*
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* @return esp_err_t Returns ESP_OK on success, or ESP_ERR_INVALID_ARG if input parameters are invalid.
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*/
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esp_err_t esp_radar_get_rx_gain(wifi_csi_info_t *info, uint8_t* agc_gain, int8_t* fft_gain);
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#endif
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#ifdef __cplusplus
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examples/README.md

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# Example Projects
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[[中文]](./README_cn.md)
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This directory contains multiple example projects for esp-csi. These examples are intended to demonstrate various features of esp-csi and provide code that can be copied and adapted for your own projects.
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- `get-started/csi_recv`: A basic CSI data reception example showing how to obtain CSI information via a Wi-Fi receiver.
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- `get-started/csi_send`: A basic CSI transmission example designed to work with `csi_recv`, sending Wi-Fi packets for the receiver to extract CSI.
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- `get-started/csi_recv_router`: Receives CSI in router communication mode by pinging a router and parsing the CSI from its reply packets.
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- `esp-radar/connect_rainmaker`: Connects CSI data to Espressif's Rainmaker cloud platform for remote visualization or control.
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- `esp-radar/console_test`: A console-based testing example for debugging and evaluating CSI data and algorithm performance.
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- `esp-crab/master_recv`: The master receiver for the esp-crab hardware platform; responsible for acquiring and parsing Wi-Fi CIR/CSI data.
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- `esp-crab/slave_recv`: The slave receiver on the esp-crab platform, assisting the master receiver with multi-channel data collection.
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- `esp-crab/slave_send`: The transmitter on the esp-crab platform, responsible for sending packets periodically for CSI extraction by other nodes.

examples/README_cn.md

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# 示例程序
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[[English]](./README.md)
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本目录包含多个 esp-csi 示例项目。这些示例旨在演示 esp-csi 的部分功能,并提供可以复制和修改以用于自己项目的代码。
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- `get-started/csi_recv`:基本的 CSI 数据接收示例,展示如何通过 Wi-Fi 接收端获取 CSI 信息。
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- `get-started/csi_send`:基本的 CSI 发送端示例,用于配合 `csi_recv` 发送 Wi-Fi 包以供接收侧获取 CSI。
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- `get-started/csi_recv_router`:在路由器通信模式下接收 CSI,通过 ping 路由器并解析其应答包中的 CSI 信息。
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- `esp-radar/connect_rainmaker`:将 CSI 数据与 Espressif 的云平台 Rainmaker 连接,用于远程展示或控制。
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- `esp-radar/console_test`:用于控制台调试测试 CSI 数据和算法效果的示例。
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- `esp-crab/master_recv`:esp-crab 硬件平台上的主接收端,支持获取并解析 Wi-Fi CIR/CSI 数据。
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- `esp-crab/slave_recv`:esp-crab 平台的从接收端,辅助主接收端进行多通道数据收集。
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- `esp-crab/slave_send`:esp-crab 平台的发送端,负责定时发送数据包供其他节点进行接收和 CSI 提取。

examples/esp-crab/README.md

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# Co-Crystal Oscillator CSI Reception Example
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* [中文版](./README_CN.md)
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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).
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The solution includes two working modes:
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1. Self-transmit-and-receive mode
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2. Single-transmit-and-dual-receive mode
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## Feature Introduction
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### 1. Self-Transmit-and-Receive Mode
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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.
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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.
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This enables finer Wi-Fi signal sensing, suitable for precise applications in close-range and complex environments.
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![Self-Transmission and Reception Amplitude](<doc/img/Self-Transmission and Reception Amplitude.gif>)
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![Self-Transmission and Reception Phase](<doc/img/Self-Transmission and Reception Phase.gif>)
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#### 1.1 MASTER_RECV (Master Receiver)
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Flash the `MASTER_RECV` firmware to the **Master** chip of the `esp-crab` device. Its functions include:
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* Receiving Wi-Fi packets from the `SLAVE_SEND` and extracting **CIR (Channel Impulse Response)** data.
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* Calculating the **amplitude and phase** of Wi-Fi CSI from the CIR and displaying the results.
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#### 1.2 SLAVE_SEND (Slave Sender)
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Flash the `SLAVE_SEND` firmware to the **Slave** chip of the `esp-crab` device. Its function:
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* Transmitting specific Wi-Fi packets.
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### 2. Single-Transmit-and-Dual-Receive Mode
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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.
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By spatially distributing the sender and receivers, Wi-Fi sensing can be realized over a **larger area**.
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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.
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This mode offers strong technical support for **wide-area and complex environment wireless sensing and positioning**.
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![Single-Transmission and Dual-Reception Phase](<doc/img/Single-Transmission and Dual-Reception Phase.gif>)
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#### 2.1 MASTER_RECV (Master Receiver)
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Flash the `MASTER_RECV` firmware to the **Master** chip of the `esp-crab` device. Its functions include:
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* Receiving Wi-Fi packets from `SLAVE_SEND` via antenna and extracting **CIR data**.
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* Receiving CIR data from the `SLAVE_RECV` chip (collected via its antenna).
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* Calculating the **amplitude and phase difference** of Wi-Fi CSI and displaying the result.
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#### 2.2 SLAVE_RECV (Slave Receiver)
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Flash the `SLAVE_RECV` firmware to the **Slave** chip of the `esp-crab` device. It supports two modes:
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* Receiving Wi-Fi packets from `SLAVE_SEND` and extracting **CIR data**.
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* Transmitting the CIR data to `MASTER_RECV`.
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#### 2.3 SLAVE_SEND (Slave Sender)
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Flash the `SLAVE_SEND` firmware to an extra **ESP32-C5 chip** (e.g., `ESP32-C5-DevkitC-1`). Its function:
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* Transmitting specific Wi-Fi packets.
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## Required Hardware
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### `esp-crab` Device
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#### PCB Overview
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The RF phase synchronization solution must run on the `esp-crab` device. The images below show the front and back of the PCB:
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| No. | Function |
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|-----|-----------------------------------|
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| 1 | Master external antenna |
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| 2 | Master onboard antenna |
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| 3 | Slave external antenna |
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| 4 | Slave onboard antenna |
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| 5 | Master BOOT button |
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| 6 | Master ADC button |
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| 7 | Slave BOOT button |
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| 8 | Master 2.4G antenna switch resistor |
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| 9 | Master 5G antenna switch resistor |
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| 10 | Slave 5G antenna switch resistor |
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| 11 | Slave 2.4G antenna switch resistor |
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| 12 | RST button |
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![esp_crab_pcb_front](doc/img/esp_crab_pcb_front.png)
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![esp_crab_pcb_back](doc/img/esp_crab_pcb_back.jpg)
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See [PCB V1.1](doc/PCB_ESP_CRAB_ESP32C5_V1_1.pdf) and [SCH V1.1](doc/SCH_ESP_CRAB_ESP32C5_V1_1.pdf) for the PCB schematic and design.
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#### Device Form Factor
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The `esp-crab` device has two casing styles based on mode:
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* Spaceship case for Self-transmit-and-receive mode
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![Alt text](doc/img/shape_style.png)
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* Router-style case for Single-transmit-and-dual-receive mode
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![router_shape](doc/img/router_style.png)
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### `ESP32-C5-DevkitC-1` Development Board
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The Single-transmit-and-dual-receive mode requires an `ESP32-C5-DevkitC-1` board as the Wi-Fi sender.
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## How to Use the Example
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### 1. Self-Transmit-and-Receive Mode
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Power the `esp-crab` via Type-C and it will begin operation. It will display CSI amplitude and phase:
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* **Amplitude**: Two curves representing CIR amplitude for -Nsr~0 and 0~Nsr.
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* **Phase**: A standard sine curve. The intersection with the red center line represents the CIR phase for 0~Nsr.
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At the same time, `esp-crab` will print received CSI data to the serial port in the following format:
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`type,id,mac,rssi,rate,noise_floor,fft_gain,agc_gain,channel,local_timestamp,sig_len,rx_state,len,first_word,data`
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Example:
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``` text
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CSI_DATA,3537,1a:00:00:00:00:00,-17,11,159,22,5,8,859517,47,0,234,0,"[14,9,13,...,-11]"
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```
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> **Note:** Upon power-up, the device collects the first 100 Wi-Fi packets to determine the RF reception gain.
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### 2. Single-Transmit-and-Dual-Receive Mode
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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.
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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.

examples/esp-crab/README_CN.md

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# 共晶振CSI接收示例
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* [English Version](./README.md)
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此示例提供了一种 Wifi-CSI 的射频相位同步解决方案,包含三个子项目:MASTER_RECV(主接收端)、SLAVE_RECV(从接收端)、SLAVE_SEND(从发送端)。
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该方案包含两种工作模式:1、自发自收模式;2、单发双收模式
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## 功能介绍
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### 1. 自发自收模式
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在该模式下,两片 ESP32-C5 芯片分别发送和接收信号,通过计算接收 Wi-Fi CSI 信号中的相位信息,可以毫米级地感知射频信号路径中的扰动。同时,通过安装铜片控制射频信号的传输路径,也可以调节感知范围,从而为高精度的近距离 Wi-Fi 感知提供技术支持。这种模式使得 Wi-Fi 信号感知更加精细,适用于近距离和复杂环境中的精确感知应用。
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![Self-Transmission and Reception Amplitude](<doc/img/Self-Transmission and Reception Amplitude.gif>)
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![Self-Transmission and Reception Phase](<doc/img/Self-Transmission and Reception Phase.gif>)
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#### 1.1 MASTER_RECV(主接收端)
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`MASTER_RECV` 固件烧录至 `esp-crab` 设备的 **Master** 芯片,其功能包括:
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* 接收来自 `SLAVE_SEND` 端的 WiFi 数据包,并提取数据中的 **CIR (Channel Impulse Response)** 信息。
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* 基于接收到的 CIR 信息,计算 Wifi-CSI 的 **幅度和相位**,并将结果显示。
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#### 1.2 SLAVE_SEND(从发送端)
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`SLAVE_SEND` 固件烧录至 `esp-crab` 设备的 **Slave** 芯片,其功能包括:
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* 发送特定的wifi数据包。
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### 2. 单发双收模式
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此模式下,一片 ESP32-C5 芯片负责发送信号,而 `esp-crab` 的两片 ESP32-C5 芯片则负责接收信号。通过分散部署发送端和接收端,可以在 **大范围空间** 内实现 Wi-Fi 感知。`esp-crab` 获取的 **共晶振 Wi-Fi CSI 信息** 能够满足前沿研究中的 Wi-Fi 感知性能需求,并且可以直接对接成熟的高级算法,进一步提升无线感知系统的 **精度和应用价值**。该模式为 **大范围、复杂环境下的无线感知和定位** 提供了强大的技术支撑。
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![Single-Transmission and Dual-Reception Phase](<doc/img/Single-Transmission and Dual-Reception Phase.gif>)
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#### 2.1 MASTER_RECV(主接收端)
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`MASTER_RECV` 固件烧录至 `esp-crab` 设备的 **Master** 芯片,其功能包括:
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* 通过天线接收来自 `SLAVE_SEND` 的 Wi-Fi 数据包,并提取 **CIR 信息**
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* 同时接收来自 `SLAVE_RECV` 的 CIR 信息(该信息由从接收端的天线收集)。
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* 计算 Wi-Fi CSI 的 **幅度和相位差值**,并将结果显示。
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#### 2.2 SLAVE_RECV(从接收端)
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`SLAVE_RECV` 固件烧录至 `esp-crab` 设备的 **Slave** 芯片,支持以下两种模式:
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* 通过天线接收来自 `SLAVE_SEND` 的 Wi-Fi 数据包,并提取 **CIR 信息**
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* 将接收到的 CIR 信息发送到 `MASTER_RECV`
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#### 2.3 SLAVE_SEND(从发送端)
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`SLAVE_SEND` 固件烧录至额外的 **ESP32-C5 芯片**(例如 `ESP32-C5-DevkitC-1`),其功能包括:
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* 发送特定的 Wi-Fi 数据包。
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## 所需硬件
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### `esp-crab` 设备
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#### PCB介绍
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射频相位同步解决方案需要运行在 `esp-crab` 设备上,下面的图片显示了PCB的正面和背面。
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| 序号 | 功能 |
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|------|--------------------------|
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| 1 | Master 外接天线 |
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| 2 | Master 板载天线 |
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| 3 | Slave 外接天线 |
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| 4 | Slave 板载天线 |
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| 5 | Master BOOT 按键 |
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| 6 | Master ADC 按键 |
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| 7 | Slave BOOT 按键 |
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| 8 | Master 2.4G天线切换电阻 |
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| 9 | Master 5G天线切换电阻 |
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| 10 | Slave 5G天线切换电阻 |
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| 11 | Slave 2.4G天线切换电阻 |
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| 12 | RST 按键 |
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![esp_crab_pcb_front](doc/img/esp_crab_pcb_front.png)
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![esp_crab_pcb_back](doc/img/esp_crab_pcb_back.jpg)
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参考 [PCB V1.1](doc/PCB_ESP_CRAB_ESP32C5_V1_1.pdf)[SCH V1.1](doc/SCH_ESP_CRAB_ESP32C5_V1_1.pdf) 查看PCB的原理图和PCB。
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#### 形态介绍
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`esp-crab` 设备根据功能的不同,具有两种外壳形式,
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* 自发自收模式的飞船外形
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![Alt text](doc/img/shape_style.png)
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* 单发双收模式的飞船外形
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![router_shape](doc/img/router_style.png)
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### `ESP32-C5-DevkitC-1`开发板
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单发双收模式需要一个`ESP32-C5-DevkitC-1`开发板作为wifi发送端。
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## 如何使用样例
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### 1. 自发自收模式
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自发自收模式只要为 `esp-crab` 通过 Type-c 供电,就可以开始工作,`esp-crab` 即会显示CIS的幅度和相位信息。
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* 幅度信息:两条曲线分别为 -Nsr~0 和 0~Nsr 对应CIR的幅度信息。
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* 相位信息:曲线为标准正弦曲线,曲线与屏幕中心红线的交点为 0~Nsr 对应CIR的相位信息。
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同时`esp-crab`会在串口打印接收到的 `CSI` 数据,按 `type,id,mac,rssi,rate,noise_floor,fft_gain,agc_gain,channel,local_timestamp,sig_len,rx_state,len,first_word,data` 顺序打印如下所示的数据。
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```text
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CSI_DATA,3537,1a:00:00:00:00:00,-17,11,159,22,5,8,859517,47,0,234,0,"[14,9,13,10,13,11,13,12,17,13,16,14,16,16,16,16,15,18,17,17,17,21,15,20,16,22,17,23,15,25,16,23,17,21,13,25,15,23,14,21,17,24,16,22,16,21,19,20,18,21,17,18,18,20,17,20,17,21,18,19,18,18,20,19,19,15,19,17,21,16,21,16,21,15,22,13,24,14,24,11,23,9,24,9,25,9,25,7,25,9,26,7,26,6,24,5,26,6,26,4,26,3,28,2,28,2,29,2,30,-1,28,-1,24,-3,0,0,0,0,0,0,-6,-28,-7,-28,-5,-28,-7,-28,-6,-28,-9,-26,-9,-26,-10,-27,-12,-27,-10,-24,-10,-23,-11,-25,-13,-24,-16,-22,-17,-25,-16,-22,-20,-21,-19,-20,-18,-23,-17,-19,-18,-16,-21,-19,-19,-17,-19,-17,-23,-18,-21,-17,-22,-13,-22,-13,-23,-14,-24,-14,-23,-12,-24,-14,-23,-13,-25,-12,-24,-11,-28,-12,-24,-11,-25,-10,-27,-10,-25,-12,-26,-10,-26,-10,-26,-12,-29,-11,-27,-12,-25,-11,-23,-13,-22,-12,-20,-14,-21,-13,-20,-13,-18,-11,-14,-13,-16,-11,-13,-11,-12,-10,-11,-11]"
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```
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> 注:上电设备会采集前一百个wifi包来确定wifi射频接收增益。
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### 2. 单发双收模式
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单发双收模式要为 `esp-crab``ESP32-C5-DevkitC-1` 供电,并布置在有一定距离的空间内,`esp-crab` 即会显示CIS的幅度和相位信息。同时`esp-crab`会在串口打印接收到如前文所示的 `CSI` 数据。
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