IMU姿态数据提交
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Log/OrbbecSDK.log.txt
38199
Log/OrbbecSDK.log.txt
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@ -680,14 +680,13 @@ class DeviceManager:
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logger.error('IMU设备未初始化')
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return False
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# 注释掉自动零点校准功能,直接发送原始数据
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# # 在启动推流前进行快速零点校准(自动以当前姿态为基准)
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# logger.info('正在进行IMU零点校准...')
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# calibration_result = self._quick_calibrate_imu()
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# if calibration_result.get('status') == 'success':
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# logger.info(f'IMU零点校准完成: {calibration_result["head_pose_offset"]}')
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# else:
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# logger.warning(f'IMU零点校准失败,将使用默认零偏移: {calibration_result.get("error", "未知错误")}')
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# 在启动推流前进行快速零点校准(自动以当前姿态为基准)
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logger.info('正在进行IMU零点校准...')
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calibration_result = self._quick_calibrate_imu()
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if calibration_result.get('status') == 'success':
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logger.info(f'IMU零点校准完成: {calibration_result["head_pose_offset"]}')
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else:
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logger.warning(f'IMU零点校准失败,将使用默认零偏移: {calibration_result.get("error", "未知错误")}')
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self.imu_streaming = True
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self.imu_thread = threading.Thread(target=self._imu_streaming_thread, daemon=True)
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@ -1106,12 +1105,27 @@ class DeviceManager:
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if imu_data and 'head_pose' in imu_data:
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# 直接使用设备提供的头部姿态数据,减少数据包装
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head_pose = imu_data['head_pose']
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logger.warning(f'推送数据{head_pose}')
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# logger.warning(f'推送数据{head_pose}')
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# 优化:直接发送最精简的数据格式,避免重复时间戳
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rotation = head_pose.get('rotation')
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tilt = head_pose.get('tilt')
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pitch = head_pose.get('pitch')
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try:
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rotation = round(float(rotation), 2) if rotation is not None else rotation
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except Exception:
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pass
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try:
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tilt = round(float(tilt), 2) if tilt is not None else tilt
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except Exception:
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pass
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try:
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pitch = round(float(pitch), 2) if pitch is not None else pitch
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except Exception:
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pass
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self.socketio.emit('imu_data', {
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'rotation': head_pose.get('rotation'), # 旋转角:左旋(-), 右旋(+)
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'tilt': head_pose.get('tilt'), # 倾斜角:左倾(-), 右倾(+)
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'pitch': head_pose.get('pitch'), # 俯仰角:俯角(-), 仰角(+)
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'rotation': rotation, # 旋转角:左旋(-), 右旋(+)
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'tilt': tilt, # 倾斜角:左倾(-), 右倾(+)
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'pitch': pitch, # 俯仰角:俯角(-), 仰角(+)
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})
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# 优化:提高数据发送频率到30Hz,降低延时
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@ -1900,8 +1914,8 @@ class DeviceManager:
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for key in expired_keys:
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del self.frame_cache[frame_type][key]
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if expired_keys:
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logger.debug(f'清理了 {len(expired_keys)} 个过期帧: {frame_type}')
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# if expired_keys:
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# logger.debug(f'清理了 {len(expired_keys)} 个过期帧: {frame_type}')
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except Exception as e:
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logger.error(f'清理过期帧失败: {e}')
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@ -1946,8 +1960,20 @@ class RealIMUDevice:
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def apply_calibration(self, raw_data: Dict[str, Any]) -> Dict[str, Any]:
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"""应用校准:将当前姿态减去初始偏移,得到相对于初始姿态的变化量"""
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# 禁用校准应用:直接返回原始数据
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return raw_data
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if not raw_data or 'head_pose' not in raw_data:
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return raw_data
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# 应用校准偏移
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calibrated_data = raw_data.copy()
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head_pose = raw_data['head_pose'].copy()
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# 减去基准值(零点偏移)
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head_pose['rotation'] = head_pose['rotation'] - self.head_pose_offset['rotation']
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head_pose['tilt'] = head_pose['tilt'] - self.head_pose_offset['tilt']
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head_pose['pitch'] = head_pose['pitch'] - self.head_pose_offset['pitch']
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calibrated_data['head_pose'] = head_pose
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return calibrated_data
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@staticmethod
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def _checksum(data: bytes) -> int:
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@ -1966,12 +1992,12 @@ class RealIMUDevice:
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packet_type = data[1]
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vals = [int.from_bytes(data[i:i+2], 'little', signed=True) for i in range(2, 10, 2)]
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if packet_type == 0x53: # 姿态角,单位0.01°
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rxl, pitchl, yawl, temp = vals # 注意这里 vals 已经是有符号整数
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pitchl, rxl, yawl, temp = vals # 注意这里 vals 已经是有符号整数
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# 使用第一段代码里的比例系数
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k_angle = 180.0
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roll = rxl / 32768.0 * k_angle
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pitch = pitchl / 32768.0 * k_angle
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yaw = yawl / 32768.0 * k_angle
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roll = -round(rxl / 32768.0 * k_angle,2)
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pitch = -round(pitchl / 32768.0 * k_angle,2)
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yaw = -round(yawl / 32768.0 * k_angle,2)
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temp = temp / 100.0
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self.last_data = {
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'roll': roll,
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@ -1991,8 +2017,8 @@ class RealIMUDevice:
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self._connect()
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return {
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'head_pose': {
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'rotation': self.last_data['roll'],
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'tilt': self.last_data['yaw'],
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'rotation': self.last_data['yaw'],
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'tilt': self.last_data['roll'],
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'pitch': self.last_data['pitch']
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},
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'temperature': self.last_data['temperature'],
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@ -2016,8 +2042,8 @@ class RealIMUDevice:
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if parsed is not None:
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raw = {
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'head_pose': {
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'rotation': parsed['roll'], # rotation = roll
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'tilt': parsed['yaw'], # tilt = yaw
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'rotation': parsed['yaw'], # rotation = roll
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'tilt': parsed['roll'], # tilt = yaw
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'pitch': parsed['pitch'] # pitch = pitch
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},
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'temperature': parsed['temperature'],
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@ -2027,8 +2053,8 @@ class RealIMUDevice:
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return self.apply_calibration(raw)
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raw = {
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'head_pose': {
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'rotation': self.last_data['roll'],
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'tilt': self.last_data['yaw'],
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'rotation': self.last_data['yaw'],
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'tilt': self.last_data['roll'],
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'pitch': self.last_data['pitch']
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},
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'temperature': self.last_data['temperature'],
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@ -2039,8 +2065,8 @@ class RealIMUDevice:
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logger.error(f'IMU数据读取异常: {e}', exc_info=True)
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raw = {
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'head_pose': {
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'rotation': self.last_data['roll'],
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'tilt': self.last_data['yaw'],
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'rotation': self.last_data['yaw'],
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'tilt': self.last_data['roll'],
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'pitch': self.last_data['pitch']
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},
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'temperature': self.last_data['temperature'],
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@ -2072,8 +2098,16 @@ class MockIMUDevice:
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def apply_calibration(self, raw_data: Dict[str, Any]) -> Dict[str, Any]:
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"""应用校准:将当前姿态减去初始偏移,得到相对姿态"""
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# 禁用校准应用:直接返回原始数据
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return raw_data
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if not raw_data or 'head_pose' not in raw_data:
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return raw_data
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calibrated_data = raw_data.copy()
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head_pose = raw_data['head_pose'].copy()
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head_pose['rotation'] = head_pose['rotation'] - self.head_pose_offset['rotation']
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head_pose['tilt'] = head_pose['tilt'] - self.head_pose_offset['tilt']
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head_pose['pitch'] = head_pose['pitch'] - self.head_pose_offset['pitch']
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calibrated_data['head_pose'] = head_pose
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return calibrated_data
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def read_data(self) -> Dict[str, Any]:
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"""读取IMU数据"""
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@ -2504,8 +2538,8 @@ class VideoStreamManager:
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if self.device_manager:
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self.device_manager._save_frame_to_cache(cropped_frame, 'camera')
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# 每1000帧记录一次缓存保存状态
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if frame_count % 1000 == 0:
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logger.debug(f"视频推流已保存第 {frame_count} 帧到全局缓存")
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# if frame_count % 1000 == 0:
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# logger.debug(f"视频推流已保存第 {frame_count} 帧到全局缓存")
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else:
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logger.warning("VideoStreamManager未关联DeviceManager,无法保存帧到缓存")
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@ -1,81 +0,0 @@
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import serial
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import time
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def checksum(data):
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return sum(data[:-1]) & 0xFF
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def parse_packet(data):
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if len(data) != 11:
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return None
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if data[0] != 0x55:
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return None
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if checksum(data) != data[-1]:
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print("校验失败")
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return None
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packet_type = data[1]
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# 将后8字节分成4个16位有符号整数(小端序)
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vals = [int.from_bytes(data[i:i+2], 'little', signed=True) for i in range(2, 10, 2)]
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if packet_type == 0x51: # 加速度,单位0.001g
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ax, ay, az, temp = vals
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ax /= 1000
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ay /= 1000
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az /= 1000
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temp = temp / 100 # 温度单位摄氏度
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# return f"加速度 (g): x={ax:.3f}, y={ay:.3f}, z={az:.3f}, 温度={temp:.2f}℃"
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elif packet_type == 0x52: # 角速度,单位0.01°/s
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wx, wy, wz, temp = vals
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wx /= 100
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wy /= 100
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wz /= 100
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temp = temp / 100
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# return f"角速度 (°/s): x={wx:.2f}, y={wy:.2f}, z={wz:.2f}, 温度={temp:.2f}℃"
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elif packet_type == 0x53: # 姿态角,单位0.01°
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roll, pitch, yaw, temp = vals
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# roll /= 100
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# pitch /= 100
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# yaw /= 100
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# temp = temp / 100
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return f"姿态角 (°): roll={roll:.2f}, pitch={pitch:.2f}, yaw={yaw:.2f}, 温度={temp:.2f}℃"
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elif packet_type == 0x54: # 磁力计,单位uT
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mx, my, mz, temp = vals
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temp = temp / 100
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#return f"磁力计 (uT): x={mx}, y={my}, z={mz}, 温度={temp:.2f}℃"
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elif packet_type == 0x56: # 气压,单位Pa
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p1, p2, p3, temp = vals
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pressure = ((p1 & 0xFFFF) | ((p2 & 0xFFFF) << 16)) / 100 # 简单合成,大部分IMU气压是3字节,这里简单示范
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temp = temp / 100
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# return f"气压 (Pa): pressure={pressure:.2f}, 温度={temp:.2f}℃"
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else:
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return f"未知包类型: {packet_type}"
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def read_imu(port='COM6', baudrate=9600):
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ser = serial.Serial(port, baudrate, timeout=1)
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buffer = bytearray()
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try:
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while True:
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bytes_waiting = ser.in_waiting
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if bytes_waiting:
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data = ser.read(bytes_waiting)
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buffer.extend(data)
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# 解析buffer中所有完整包
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while len(buffer) >= 11:
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if buffer[0] != 0x55:
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buffer.pop(0)
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continue
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packet = buffer[:11]
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result = parse_packet(packet)
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if result:
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print(result)
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buffer = buffer[11:]
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time.sleep(0.01)
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except KeyboardInterrupt:
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print("程序终止")
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finally:
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ser.close()
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if __name__ == "__main__":
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read_imu(port='COM8', baudrate=9600)
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@ -19,7 +19,7 @@ camera_index = 0
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camera_width = 640
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camera_height = 480
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camera_fps = 30
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imu_port = COM8
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imu_port = COM9
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imu_baudrate = 9600
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pressure_port = COM4
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