CARLA Ros Bridge 配置传感器

科技   科技   2024-10-09 07:56   福建  

从娱乐角度上看已经能够实现地图切换和车辆的控制,是,仿真环境的车辆在很多方面会与实际车辆不同,传感器的配置就属于这样的不同。

配置激光雷达

通过carla_ros_bridge_with_example_ego_vehicle.launch创建的Model3车辆模型,默认配置有激光雷达、摄像头、imu、gnss等

这些传感器信息存放在carla_spawn_objects/config/obects.json

激光雷达默认安装在车顶,位于模型几何中心的。注意,Carla中传感器的安装位置都是相对于这个原点!

{  "type": "sensor.lidar.ray_cast",  "id": "lidar",  "spawn_point": {"x": 0.0, "y": 0.0, "z": 2.4, "roll": 0.0, "pitch": 0.0, "yaw": 0.0},  "range": 50,  "channels": 32,  "points_per_second": 320000,  "upper_fov": 2.0,  "lower_fov": -26.8,  "rotation_frequency": 20,   "noise_stddev": 0.0}

所以,sensor.lidar.ray_cast的安装位置x=0,y=0。我们也可以根据需要增加激光雷达传感器。

{    "type": "sensor.lidar.ray_cast",    "id": "lidar_left",    "spawn_point": {"x": 2.469, "y": -1.025, "z": 0.8, "roll": 0.0, "pitch": 0.0, "yaw": 0.0},    "range": 50,    "channels": 32,    "points_per_second": 320000,    "upper_fov": 23.8,    "lower_fov": -2.0,    "rotation_frequency": 20,    "noise_stddev": 0.0},{    "type": "sensor.lidar.ray_cast",    "id": "lidar_right",    "spawn_point": {"x": 2.469, "y":1.025, "z": 0.8, "roll": 0.0, "pitch": 0.0, "yaw": 0.0},    "range": 50,    "channels": 32,    "points_per_second": 320000,    "upper_fov": 23.8,    "lower_fov": -2.0,    "rotation_frequency": 20,    "noise_stddev": 0.0},

设置好安装位置的xyz参数,还有雷达的线数、fov等参数

新增加的传感器大概就在途中黑色圆圈中。

IMU配置

这个为确认是一个大坑,前面也介绍了车辆传感器的安装原点是车辆的几何中心!

{"type": "sensor.other.gnss","id": "gnss","spawn_point": {"x": 1.0, "y": 0.0, "z": 2.0},"noise_alt_stddev": 0.0, "noise_lat_stddev": 0.0, "noise_lon_stddev": 0.0,"noise_alt_bias": 0.0, "noise_lat_bias": 0.0, "noise_lon_bias": 0.0},{"type": "sensor.other.imu","id": "imu","spawn_point": {"x": 2.0, "y": 0.0, "z": 2.0, "roll": 0.0, "pitch": 0.0, "yaw": 0.0},"noise_accel_stddev_x": 0.0, "noise_accel_stddev_y": 0.0, "noise_accel_stddev_z": 0.0,"noise_gyro_stddev_x": 0.0, "noise_gyro_stddev_y": 0.0, "noise_gyro_stddev_z": 0.0,"noise_gyro_bias_x": 0.0, "noise_gyro_bias_y": 0.0, "noise_gyro_bias_z": 0.0},

这是默认的gnss和imu传感器的安装位置,并且还能支持噪声模拟……但是,是车上这个位置都是被映射到车辆后轴中心点!

{    "type": "sensor.other.gnss",    "id": "gnss",    "spawn_point": {"x": -1.369, "y": 0.0, "z": 2.0},    "noise_alt_stddev": 0.0, "noise_lat_stddev": 0.0, "noise_lon_stddev": 0.0,    "noise_alt_bias": 0.0, "noise_lat_bias": 0.0, "noise_lon_bias": 0.0},{    "type": "sensor.other.imu",    "id": "imu",    "spawn_point": {"x": -1.369, "y": 0.0, "z": 2.0, "roll": 0.0, "pitch": 0.0, "yaw": 0.0},    "noise_accel_stddev_x": 0.0, "noise_accel_stddev_y": 0.0, "noise_accel_stddev_z": 0.0,    "noise_gyro_stddev_x": 0.0, "noise_gyro_stddev_y": 0.0, "noise_gyro_stddev_z": 0.0,    "noise_gyro_bias_x": 0.0, "noise_gyro_bias_y": 0.0, "noise_gyro_bias_z": 0.0},

如果不将传感器的位置映射到车辆后轴中心,当自动驾驶程序运行起来,Carla中的ego的轨迹跟踪效果就变差了!



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