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.gitignore
vendored
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4
.gitignore
vendored
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__pycache__/
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*.py[cod]
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.venv/
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venv/
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185
README.md
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README.md
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# ESP32 + IMU 采集与夹爪控制
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本项目使用 MicroPython 在 ESP32 上读取 IMU 的 TTL 串口数据,并通过板载 CP2102 USB 串口将数据发送到电脑。
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## 硬件连接概览
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```text
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IMU -> TTL UART -> ESP32 -> CP2102 -> USB -> 电脑
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```
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## 一、准备软件
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1. 安装 [Thonny](https://thonny.org/)。
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2. 使用支持数据传输的 Micro-USB 线连接 ESP32。
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3. 打开 Windows 设备管理器,确认出现类似设备:
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```text
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Silicon Labs CP210x USB to UART Bridge (COM5)
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```
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4. 记住对应的 `COM` 端口,例如 `COM5`。
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## 二、安装 MicroPython 固件
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打开 Thonny,然后执行以下步骤:
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1. 选择 `工具 -> 选项 -> 解释器`。
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2. 解释器选择:
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```text
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MicroPython (ESP32)
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```
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3. 端口选择 ESP32 对应的 `COM` 端口。
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4. 点击“安装或更新 MicroPython”。
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5. 目标端口选择对应的 `COM` 端口。
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6. 芯片选择 `ESP32`。
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7. 建议勾选“擦除闪存”。
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8. 点击安装。
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如果提示无法连接:
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1. 按住 ESP32 上的 `BOOT` 按钮。
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2. 点击安装。
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3. 出现连接或写入进度后松开 `BOOT`。
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安装完成后,Thonny 下方 Shell 中通常会显示:
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```text
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MicroPython ...
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>>>
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```
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## 三、上传 main.py
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ESP32 端程序位于:
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[main.py](./main.py)
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在 Thonny 中:
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1. 选择 `文件 -> 打开`。
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2. 打开仓库中的 `main.py`。
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3. 选择 `文件 -> 另存为`。
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4. 选择保存到“MicroPython设备”。
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5. 将文件名填写为 `main.py`。
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保存后,Thonny 左侧“MicroPython设备”中应能看到:
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```text
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/main.py
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```
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ESP32 启动时会依次自动执行:
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```text
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boot.py
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main.py
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```
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因此,程序必须准确命名为 `main.py`。
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## 四、连接 IMU
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### TTL 串口
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| IMU | ESP32 |
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|---|---|
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| VCC | 按模块要求连接 3.3V 或 5V |
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| GND | GND |
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| TX | GPIO16 |
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| RX | GPIO17 |
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```text
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IMU VCC -> ESP32 3.3V/5V
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IMU GND -> ESP32 GND
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IMU TX -> ESP32 GPIO16
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IMU RX -> ESP32 GPIO17
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```
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> ESP32 GPIO 不能承受 5V。连接前必须确认 IMU 的 TTL 信号电平兼容 3.3V。
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### 四路数字输入
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| 输入 | ESP32 |
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|---|---|
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| DIN1 | GPIO25 |
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| DIN2 | GPIO26 |
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| DIN3 | GPIO27 |
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| DIN4 | GPIO32 |
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| 信号地 | GND |
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数字输入电压不能超过 `3.3V`。
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## 五、重新上电运行
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上传完成后:
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1. 关闭 Thonny,或者点击 Thonny 的“停止/断开”。
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2. 按一下 ESP32 的 `EN/RESET` 按钮。
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3. 也可以拔掉 USB 后重新连接。
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以后每次 ESP32 上电时,都会自动运行 `main.py`:
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```text
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IMU -> TTL -> ESP32 -> CP2102 -> USB -> 电脑
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```
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## 六、电脑接收数据
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电脑端程序位于:
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[pc_reader.py](./pc_reader.py)
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安装 Python 串口依赖:
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```powershell
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pip install pyserial
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```
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运行程序:
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```powershell
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python pc_reader.py COM5
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```
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将 `COM5` 替换为 ESP32 的实际串口号。
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正常输出类似:
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```text
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# 1 200.0Hz DIN=[1, 1, 0, 1] DOUT=[0, 0] ACC=[...] GYRO=[...] ANGLE=[...]
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```
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电脑接收程序使用 `230400` 波特率。
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> 运行 `pc_reader.py` 前必须断开 Thonny,否则串口可能被 Thonny 占用。
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## 七、夹爪控制命令
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运行 `pc_reader.py` 后,可以输入以下命令并按回车:
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| 命令 | 操作 |
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|---|---|
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| `o` | 打开夹爪 |
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| `c` | 闭合夹爪 |
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| `s` | 停止,两路控制输出均释放 |
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ESP32 使用以下管脚控制外部驱动电路:
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| 功能 | ESP32 |
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|---|---|
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| 控制输出1 | GPIO18 |
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| 控制输出2 | GPIO19 |
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ESP32 GPIO 只能输出 `3.3V`,不能直接连接 12V 工业控制信号。必须使用光耦隔离模块、晶体管或其他合适的电平转换和驱动电路。
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## 项目文件
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||||
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```text
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||||
.
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||||
|-- README.md
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||||
|-- main.py
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`-- pc_reader.py
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```
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243
main.py
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243
main.py
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from machine import Pin, UART
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import struct
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import time
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# Wiring:
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# IMU TX -> ESP32 GPIO16
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# IMU RX -> ESP32 GPIO17
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# IMU GND -> ESP32 GND
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IMU_RX_PIN = 16
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IMU_TX_PIN = 17
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# CP2102 USB serial. Binary output is used because JSON is too large at 200 Hz.
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USB_BAUD = 230400
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DIN_PINS = (25, 26, 27, 32)
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digital_inputs = [Pin(pin, Pin.IN, Pin.PULL_UP) for pin in DIN_PINS]
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# Two controllable digital outputs. Both default to LOW at boot.
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DOUT_PINS = (18, 19)
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digital_outputs = [Pin(pin, Pin.OUT, value=0) for pin in DOUT_PINS]
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FRAME_LEN = 11
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HEADER = 0x55
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# WIT normal-protocol frame types
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TYPE_ACC = 0x51
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TYPE_GYRO = 0x52
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TYPE_ANGLE = 0x53
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# Latest raw values: acc XYZ, gyro XYZ, angle XYZ, temperature
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raw_values = [0] * 10
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rx_buffer = bytearray()
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command_buffer = bytearray()
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def write_register(uart, address, value):
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uart.write(bytes((
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0xFF,
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0xAA,
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address & 0xFF,
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value & 0xFF,
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(value >> 8) & 0xFF,
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)))
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def has_valid_frame(uart, timeout_ms=400):
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test_buffer = bytearray()
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deadline = time.ticks_add(time.ticks_ms(), timeout_ms)
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while time.ticks_diff(deadline, time.ticks_ms()) > 0:
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count = uart.any()
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if count:
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chunk = uart.read(count)
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if chunk:
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test_buffer.extend(chunk)
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while len(test_buffer) >= FRAME_LEN:
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if test_buffer[0] != HEADER:
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del test_buffer[0]
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continue
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|
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frame = test_buffer[:FRAME_LEN]
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if (sum(frame[:10]) & 0xFF) == frame[10]:
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return True
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del test_buffer[0]
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time.sleep_ms(1)
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return False
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def open_imu_uart(baudrate):
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return UART(
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2,
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baudrate=baudrate,
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bits=8,
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parity=None,
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stop=1,
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rx=IMU_RX_PIN,
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tx=IMU_TX_PIN,
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timeout=0,
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rxbuf=2048,
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)
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def start_imu_at_200hz():
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# If data already arrives at 115200, enforce 200 Hz for this session.
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# No SAVE is needed here, avoiding repeated writes to sensor flash.
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uart = open_imu_uart(115200)
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if has_valid_frame(uart):
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write_register(uart, 0x69, 0xB588)
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time.sleep_ms(200)
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write_register(uart, 0x02, 0x000E) # ACC + GYRO + ANGLE only
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time.sleep_ms(50)
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write_register(uart, 0x03, 0x000B) # RRATE = 200 Hz
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time.sleep_ms(100)
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return uart
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||||
|
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# Factory/default examples use 9600 baud.
|
||||
uart.deinit()
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uart = open_imu_uart(9600)
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|
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if not has_valid_frame(uart):
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raise RuntimeError("IMU not detected at 9600 or 115200 baud")
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|
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# Official protocol sequence:
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||||
# unlock -> change baud -> switch local UART -> unlock -> set 200 Hz -> save
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write_register(uart, 0x69, 0xB588)
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time.sleep_ms(200)
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write_register(uart, 0x04, 0x0006) # BAUD = 115200
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time.sleep_ms(100)
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|
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uart.deinit()
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uart = open_imu_uart(115200)
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time.sleep_ms(200)
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|
||||
write_register(uart, 0x69, 0xB588)
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time.sleep_ms(200)
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write_register(uart, 0x02, 0x000E) # ACC + GYRO + ANGLE only
|
||||
time.sleep_ms(50)
|
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write_register(uart, 0x03, 0x000B) # RRATE = 200 Hz
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||||
time.sleep_ms(100)
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write_register(uart, 0x00, 0x0000) # SAVE
|
||||
time.sleep_ms(500)
|
||||
|
||||
return uart
|
||||
|
||||
|
||||
def update_raw_values(frame):
|
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frame_type = frame[1]
|
||||
x, y, z, extra = struct.unpack_from("<hhhh", frame, 2)
|
||||
|
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if frame_type == TYPE_ACC:
|
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raw_values[0:3] = (x, y, z)
|
||||
raw_values[9] = extra
|
||||
elif frame_type == TYPE_GYRO:
|
||||
raw_values[3:6] = (x, y, z)
|
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elif frame_type == TYPE_ANGLE:
|
||||
raw_values[6:9] = (x, y, z)
|
||||
return True
|
||||
|
||||
return False
|
||||
|
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|
||||
def poll_imu(uart):
|
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count = uart.any()
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if count:
|
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chunk = uart.read(count)
|
||||
if chunk:
|
||||
rx_buffer.extend(chunk)
|
||||
|
||||
angle_updated = False
|
||||
|
||||
while len(rx_buffer) >= FRAME_LEN:
|
||||
if rx_buffer[0] != HEADER:
|
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del rx_buffer[0]
|
||||
continue
|
||||
|
||||
frame = rx_buffer[:FRAME_LEN]
|
||||
if (sum(frame[:10]) & 0xFF) != frame[10]:
|
||||
del rx_buffer[0]
|
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continue
|
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|
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del rx_buffer[:FRAME_LEN]
|
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if update_raw_values(frame):
|
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angle_updated = True
|
||||
|
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return angle_updated
|
||||
|
||||
|
||||
def make_packet():
|
||||
din_mask = 0
|
||||
for index, pin in enumerate(digital_inputs):
|
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din_mask |= pin.value() << index
|
||||
|
||||
dout_mask = 0
|
||||
for index, pin in enumerate(digital_outputs):
|
||||
dout_mask |= pin.value() << index
|
||||
|
||||
# Packet layout:
|
||||
# A5 5A | version | DIN | DOUT | ticks_ms | 10 signed int16 | checksum
|
||||
packet = struct.pack(
|
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"<2sBBBI10h",
|
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b"\xA5\x5A",
|
||||
2,
|
||||
din_mask,
|
||||
dout_mask,
|
||||
time.ticks_ms() & 0xFFFFFFFF,
|
||||
*raw_values
|
||||
)
|
||||
return packet + bytes((sum(packet) & 0xFF,))
|
||||
|
||||
|
||||
def set_gripper(mode):
|
||||
# GPIO HIGH means the external transistor/optocoupler is conducting.
|
||||
# Always release both inputs briefly before changing direction.
|
||||
digital_outputs[0].value(0)
|
||||
digital_outputs[1].value(0)
|
||||
time.sleep_ms(20)
|
||||
|
||||
if mode == 1: # OPEN: line 2 = 12 V, line 3 = 0 V
|
||||
digital_outputs[1].value(1)
|
||||
elif mode == 2: # CLOSE: line 2 = 0 V, line 3 = 12 V
|
||||
digital_outputs[0].value(1)
|
||||
|
||||
|
||||
def poll_usb_commands(uart):
|
||||
count = uart.any()
|
||||
if count:
|
||||
chunk = uart.read(count)
|
||||
if chunk:
|
||||
command_buffer.extend(chunk)
|
||||
|
||||
# Command: C3 3C | mode | reserved | checksum
|
||||
# mode: 0=STOP, 1=OPEN, 2=CLOSE
|
||||
while len(command_buffer) >= 5:
|
||||
if command_buffer[0] != 0xC3 or command_buffer[1] != 0x3C:
|
||||
del command_buffer[0]
|
||||
continue
|
||||
|
||||
command = command_buffer[:5]
|
||||
if (sum(command[:4]) & 0xFF) != command[4]:
|
||||
del command_buffer[0]
|
||||
continue
|
||||
|
||||
del command_buffer[:5]
|
||||
mode = command[2]
|
||||
if mode <= 2:
|
||||
set_gripper(mode)
|
||||
|
||||
|
||||
imu_uart = start_imu_at_200hz()
|
||||
usb_uart = UART(0, baudrate=USB_BAUD, bits=8, parity=None, stop=1, tx=1, rx=3)
|
||||
|
||||
while True:
|
||||
poll_usb_commands(usb_uart)
|
||||
|
||||
# The angle frame is used as the 200 Hz snapshot trigger.
|
||||
if poll_imu(imu_uart):
|
||||
usb_uart.write(make_packet())
|
||||
|
||||
time.sleep_ms(0)
|
||||
118
pc_reader.py
Normal file
118
pc_reader.py
Normal file
@ -0,0 +1,118 @@
|
||||
import argparse
|
||||
import struct
|
||||
import threading
|
||||
|
||||
import serial
|
||||
|
||||
|
||||
SYNC = b"\xA5\x5A"
|
||||
PACKET_FORMAT = "<2sBBBI10hB"
|
||||
PACKET_SIZE = struct.calcsize(PACKET_FORMAT)
|
||||
|
||||
|
||||
def decode_packet(packet):
|
||||
fields = struct.unpack(PACKET_FORMAT, packet)
|
||||
_, version, din_mask, dout_mask, time_ms, *rest = fields
|
||||
raw = rest[:-1]
|
||||
|
||||
acc_scale = 16.0 / 32768.0
|
||||
gyro_scale = 2000.0 / 32768.0
|
||||
angle_scale = 180.0 / 32768.0
|
||||
|
||||
return {
|
||||
"version": version,
|
||||
"t_ms": time_ms,
|
||||
"din": [(din_mask >> bit) & 1 for bit in range(4)],
|
||||
"dout": [(dout_mask >> bit) & 1 for bit in range(2)],
|
||||
"acc_g": [round(value * acc_scale, 5) for value in raw[0:3]],
|
||||
"gyro_dps": [round(value * gyro_scale, 4) for value in raw[3:6]],
|
||||
"angle_deg": [round(value * angle_scale, 4) for value in raw[6:9]],
|
||||
"temp_c": round(raw[9] / 100.0, 2),
|
||||
}
|
||||
|
||||
|
||||
def send_gripper_command(ser, mode):
|
||||
command = bytearray((0xC3, 0x3C, mode, 0))
|
||||
command.append(sum(command) & 0xFF)
|
||||
ser.write(command)
|
||||
|
||||
|
||||
def keyboard_control(ser):
|
||||
print("Commands: o=OPEN, c=CLOSE, s=STOP")
|
||||
while True:
|
||||
text = input().strip().lower()
|
||||
if text == "o":
|
||||
send_gripper_command(ser, 1)
|
||||
elif text == "c":
|
||||
send_gripper_command(ser, 2)
|
||||
elif text == "s":
|
||||
send_gripper_command(ser, 0)
|
||||
else:
|
||||
print("Unknown command. Use o, c, or s.")
|
||||
|
||||
|
||||
def main():
|
||||
parser = argparse.ArgumentParser()
|
||||
parser.add_argument("port", help="ESP32 serial port, for example COM5")
|
||||
parser.add_argument("--baud", type=int, default=230400)
|
||||
args = parser.parse_args()
|
||||
|
||||
buffer = bytearray()
|
||||
packet_count = 0
|
||||
last_time_ms = None
|
||||
|
||||
with serial.Serial(args.port, args.baud, timeout=1) as ser:
|
||||
print("Reading {} at {} baud".format(args.port, args.baud))
|
||||
threading.Thread(
|
||||
target=keyboard_control,
|
||||
args=(ser,),
|
||||
daemon=True,
|
||||
).start()
|
||||
|
||||
while True:
|
||||
chunk = ser.read(ser.in_waiting or 1)
|
||||
if chunk:
|
||||
buffer.extend(chunk)
|
||||
|
||||
while len(buffer) >= PACKET_SIZE:
|
||||
sync_index = buffer.find(SYNC)
|
||||
if sync_index < 0:
|
||||
del buffer[:-1]
|
||||
break
|
||||
if sync_index:
|
||||
del buffer[:sync_index]
|
||||
if len(buffer) < PACKET_SIZE:
|
||||
break
|
||||
|
||||
packet = bytes(buffer[:PACKET_SIZE])
|
||||
if (sum(packet[:-1]) & 0xFF) != packet[-1]:
|
||||
del buffer[0]
|
||||
continue
|
||||
|
||||
del buffer[:PACKET_SIZE]
|
||||
data = decode_packet(packet)
|
||||
packet_count += 1
|
||||
|
||||
if last_time_ms is None:
|
||||
frequency = 0.0
|
||||
else:
|
||||
delta = (data["t_ms"] - last_time_ms) & 0xFFFFFFFF
|
||||
frequency = 1000.0 / delta if delta else 0.0
|
||||
last_time_ms = data["t_ms"]
|
||||
|
||||
print(
|
||||
"#{:8d} {:6.1f}Hz DIN={} DOUT={} "
|
||||
"ACC={} GYRO={} ANGLE={}".format(
|
||||
packet_count,
|
||||
frequency,
|
||||
data["din"],
|
||||
data["dout"],
|
||||
data["acc_g"],
|
||||
data["gyro_dps"],
|
||||
data["angle_deg"],
|
||||
)
|
||||
)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
Reference in New Issue
Block a user