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    nav2 导航复位后退问题

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    • 31782613053
      ᯤ⁹⁹ᴳ⁺
      最后由 编辑

      在进行机器人导航时使用的是深度相机数据转雷达数据进行导航,无法检测到后方数据,但在导航时进行复位操作中有后退操作,这是不安全的,怎么去除这个后退操作。
      以下时nav2的配置文件:

      amcl:
        ros__parameters:
          use_sim_time: True
          alpha1: 0.2
          alpha2: 0.2
          alpha3: 0.2
          alpha4: 0.2
          alpha5: 0.2
          base_frame_id: "base_footprint"
          beam_skip_distance: 0.5
          beam_skip_error_threshold: 0.9
          beam_skip_threshold: 0.3
          do_beamskip: false
          global_frame_id: "map"
          lambda_short: 0.1
          laser_likelihood_max_dist: 2.0
          laser_max_range: 100.0
          laser_min_range: -1.0
          laser_model_type: "likelihood_field"
          max_beams: 60
          max_particles: 2000
          min_particles: 500
          odom_frame_id: "odom"
          pf_err: 0.05
          pf_z: 0.99
          recovery_alpha_fast: 0.0
          recovery_alpha_slow: 0.0
          resample_interval: 1
          robot_model_type: "nav2_amcl::DifferentialMotionModel"
          save_pose_rate: 0.5
          sigma_hit: 0.2
          tf_broadcast: true
          transform_tolerance: 1.0
          update_min_a: 0.2
          update_min_d: 0.25
          z_hit: 0.5
          z_max: 0.05
          z_rand: 0.5
          z_short: 0.05
          scan_topic: scan
      
      amcl_map_client:
        ros__parameters:
          use_sim_time: True
      
      amcl_rclcpp_node:
        ros__parameters:
          use_sim_time: True
      
      bt_navigator:
        ros__parameters:
          use_sim_time: True
          global_frame: map
          robot_base_frame: base_footprint
          odom_topic: /odom
          bt_loop_duration: 10
          default_server_timeout: 20
          # 'default_nav_through_poses_bt_xml' and 'default_nav_to_pose_bt_xml' are use defaults:
          # nav2_bt_navigator/navigate_to_pose_w_replanning_and_recovery.xml
          # nav2_bt_navigator/navigate_through_poses_w_replanning_and_recovery.xml
          # They can be set here or via a RewrittenYaml remap from a parent launch file to Nav2.
          plugin_lib_names:
          - nav2_compute_path_to_pose_action_bt_node
          - nav2_compute_path_through_poses_action_bt_node
          - nav2_smooth_path_action_bt_node
          - nav2_follow_path_action_bt_node
          - nav2_spin_action_bt_node
          - nav2_wait_action_bt_node
          - nav2_back_up_action_bt_node
          - nav2_drive_on_heading_bt_node
          - nav2_clear_costmap_service_bt_node
          - nav2_is_stuck_condition_bt_node
          - nav2_goal_reached_condition_bt_node
          - nav2_goal_updated_condition_bt_node
          - nav2_globally_updated_goal_condition_bt_node
          - nav2_is_path_valid_condition_bt_node
          - nav2_initial_pose_received_condition_bt_node
          - nav2_reinitialize_global_localization_service_bt_node
          - nav2_rate_controller_bt_node
          - nav2_distance_controller_bt_node
          - nav2_speed_controller_bt_node
          - nav2_truncate_path_action_bt_node
          - nav2_truncate_path_local_action_bt_node
          - nav2_goal_updater_node_bt_node
          - nav2_recovery_node_bt_node
          - nav2_pipeline_sequence_bt_node
          - nav2_round_robin_node_bt_node
          - nav2_transform_available_condition_bt_node
          - nav2_time_expired_condition_bt_node
          - nav2_path_expiring_timer_condition
          - nav2_distance_traveled_condition_bt_node
          - nav2_single_trigger_bt_node
          - nav2_is_battery_low_condition_bt_node
          - nav2_navigate_through_poses_action_bt_node
          - nav2_navigate_to_pose_action_bt_node
          - nav2_remove_passed_goals_action_bt_node
          - nav2_planner_selector_bt_node
          - nav2_controller_selector_bt_node
          - nav2_goal_checker_selector_bt_node
          - nav2_controller_cancel_bt_node
          - nav2_path_longer_on_approach_bt_node
          - nav2_wait_cancel_bt_node
          - nav2_spin_cancel_bt_node
          - nav2_back_up_cancel_bt_node
          - nav2_drive_on_heading_cancel_bt_node
      
      bt_navigator_rclcpp_node:
        ros__parameters:
          use_sim_time: True
      
      controller_server:
        ros__parameters:
          use_sim_time: True
          controller_frequency: 20.0
          min_x_velocity_threshold: 0.001
          min_y_velocity_threshold: 0.5
          min_theta_velocity_threshold: 0.001
          failure_tolerance: 0.3
          progress_checker_plugin: "progress_checker"
          goal_checker_plugins: ["general_goal_checker"] # "precise_goal_checker"
          controller_plugins: ["FollowPath"]
      
          # Progress checker parameters
          progress_checker:
            plugin: "nav2_controller::SimpleProgressChecker"
            required_movement_radius: 0.5
            movement_time_allowance: 10.0
          # Goal checker parameters
          #precise_goal_checker:
          #  plugin: "nav2_controller::SimpleGoalChecker"
          #  xy_goal_tolerance: 0.25
          #  yaw_goal_tolerance: 0.25
          #  stateful: True
          general_goal_checker:
            stateful: True
            plugin: "nav2_controller::SimpleGoalChecker"
            xy_goal_tolerance: 0.25
            yaw_goal_tolerance: 0.25
          # DWB parameters
          FollowPath:
            plugin: "dwb_core::DWBLocalPlanner"
            debug_trajectory_details: True
            min_vel_x: 0.0
            min_vel_y: 0.0
            max_vel_x: 0.4
            max_vel_y: 0.0
            max_vel_theta: 0.5
            min_speed_xy: 0.0
            max_speed_xy: 0.4
            min_speed_theta: 0.0
            # Add high threshold velocity for turtlebot 3 issue.
            # https://github.com/ROBOTIS-GIT/turtlebot3_simulations/issues/75
            acc_lim_x: 2.5
            acc_lim_y: 0.0
            acc_lim_theta: 3.2
            decel_lim_x: -2.5
            decel_lim_y: 0.0
            decel_lim_theta: -3.2
            vx_samples: 20
            vy_samples: 5
            vtheta_samples: 20
            sim_time: 1.7
            linear_granularity: 0.05
            angular_granularity: 0.025
            transform_tolerance: 0.2
            xy_goal_tolerance: 0.25
            trans_stopped_velocity: 0.25
            short_circuit_trajectory_evaluation: True
            stateful: True
            critics: ["RotateToGoal", "Oscillation", "BaseObstacle", "GoalAlign", "PathAlign", "PathDist", "GoalDist"]
            BaseObstacle.scale: 0.02
            PathAlign.scale: 32.0
            PathAlign.forward_point_distance: 0.1
            GoalAlign.scale: 24.0
            GoalAlign.forward_point_distance: 0.1
            PathDist.scale: 32.0
            GoalDist.scale: 24.0
            RotateToGoal.scale: 32.0
            RotateToGoal.slowing_factor: 5.0
            RotateToGoal.lookahead_time: -1.0
      
      controller_server_rclcpp_node:
        ros__parameters:
          use_sim_time: True
      
      local_costmap:
        local_costmap:
          ros__parameters:
            update_frequency: 5.0
            publish_frequency: 2.0
            global_frame: odom
            robot_base_frame: base_footprint
            use_sim_time: True
            rolling_window: true
            width: 3
            height: 3
            resolution: 0.05
            robot_radius: 0.25
            plugins: ["voxel_layer", "inflation_layer"]
            inflation_layer:
              plugin: "nav2_costmap_2d::InflationLayer"
              cost_scaling_factor: 3.0
              inflation_radius: 0.55
            voxel_layer:
              plugin: "nav2_costmap_2d::VoxelLayer"
              enabled: True
              publish_voxel_map: True
              origin_z: 0.0
              z_resolution: 0.05
              z_voxels: 16
              max_obstacle_height: 2.0
              mark_threshold: 0
              observation_sources: scan
              scan:
                topic: /scan
                max_obstacle_height: 2.0
                clearing: True
                marking: True
                data_type: "LaserScan"
                raytrace_max_range: 3.0
                raytrace_min_range: 0.0
                obstacle_max_range: 2.5
                obstacle_min_range: 0.0
            static_layer:
              map_subscribe_transient_local: True
            always_send_full_costmap: True
        local_costmap_client:
          ros__parameters:
            use_sim_time: True
        local_costmap_rclcpp_node:
          ros__parameters:
            use_sim_time: True
      
      global_costmap:
        global_costmap:
          ros__parameters:
            update_frequency: 1.0
            publish_frequency: 1.0
            global_frame: map
            robot_base_frame: base_footprint
            use_sim_time: True
            robot_radius: 0.25
            resolution: 0.05
            track_unknown_space: true
            plugins: ["static_layer", "obstacle_layer", "inflation_layer"]
            obstacle_layer:
              plugin: "nav2_costmap_2d::ObstacleLayer"
              enabled: True
              observation_sources: scan
              scan:
                topic: /scan
                max_obstacle_height: 2.0
                clearing: True
                marking: True
                data_type: "LaserScan"
                raytrace_max_range: 3.0
                raytrace_min_range: 0.0
                obstacle_max_range: 2.5
                obstacle_min_range: 0.0
            static_layer:
              plugin: "nav2_costmap_2d::StaticLayer"
              map_subscribe_transient_local: True
            inflation_layer:
              plugin: "nav2_costmap_2d::InflationLayer"
              cost_scaling_factor: 3.0
              inflation_radius: 0.25
            always_send_full_costmap: True
        global_costmap_client:
          ros__parameters:
            use_sim_time: True
        global_costmap_rclcpp_node:
          ros__parameters:
            use_sim_time: True
      
      map_server:
        ros__parameters:
          use_sim_time: True
          yaml_filename: "turtlebot3_world.yaml"
      
      map_saver:
        ros__parameters:
          use_sim_time: True
          save_map_timeout: 5.0
          free_thresh_default: 0.25
          occupied_thresh_default: 0.65
          map_subscribe_transient_local: True
      
      planner_server:
        ros__parameters:
          expected_planner_frequency: 20.0
          use_sim_time: True
          planner_plugins: ["GridBased"]
          GridBased:
            plugin: "nav2_navfn_planner/NavfnPlanner"
            tolerance: 0.5
            use_astar: false
            allow_unknown: true
      
      planner_server_rclcpp_node:
        ros__parameters:
          use_sim_time: True
      
      smoother_server:
        ros__parameters:
          use_sim_time: True
          smoother_plugins: ["simple_smoother"]
          simple_smoother:
            plugin: "nav2_smoother::SimpleSmoother"
            tolerance: 1.0e-10
            max_its: 1000
            do_refinement: True
      
      behavior_server:
        ros__parameters:
          costmap_topic: local_costmap/costmap_raw
          footprint_topic: local_costmap/published_footprint
          cycle_frequency: 10.0
          behavior_plugins: ["spin", "backup", "drive_on_heading", "wait"]
          spin:
            plugin: "nav2_behaviors/Spin"
          backup:
            plugin: "nav2_behaviors/BackUp"
          drive_on_heading:
            plugin: "nav2_behaviors/DriveOnHeading"
          wait:
            plugin: "nav2_behaviors/Wait"
          global_frame: odom
          robot_base_frame: base_footprint
          transform_tolerance: 0.1
          use_sim_time: true
          simulate_ahead_time: 2.0
          max_rotational_vel: 0.4
          min_rotational_vel: 0.2
          rotational_acc_lim: 3.2
      
      robot_state_publisher:
        ros__parameters:
          use_sim_time: True
      
      waypoint_follower:
        ros__parameters:
          loop_rate: 20
          stop_on_failure: false
          waypoint_task_executor_plugin: "wait_at_waypoint"
          wait_at_waypoint:
            plugin: "nav2_waypoint_follower::WaitAtWaypoint"
            enabled: True
            waypoint_pause_duration: 200
      
      

      在behavior_server:中有四个行为插件,

          behavior_plugins: ["spin", "backup", "drive_on_heading", "wait"]
          spin:
            plugin: "nav2_behaviors/Spin"
          backup:
            plugin: "nav2_behaviors/BackUp"
          drive_on_heading:
            plugin: "nav2_behaviors/DriveOnHeading"
          wait:
            plugin: "nav2_behaviors/Wait"
      

      把backup插件删除后,

          behavior_plugins: ["spin", "drive_on_heading", "wait"]
          spin:
            plugin: "nav2_behaviors/Spin"
          drive_on_heading:
            plugin: "nav2_behaviors/DriveOnHeading"
          wait:
            plugin: "nav2_behaviors/Wait"
      

      出现了以下问题,
      78616ee1-eb2f-41bf-9a8a-a6229e17f364-image.png
      显示后退插件为加载,
      于是保留这个参数,去修改控制电机代码,不允许后退,又出现以下问题,
      d937b1c1-2516-4765-9482-2a05eb48abdf-image.png
      显示后退失败,
      怎么解决这个问题。

      31782613053 小鱼小 2 条回复 最后回复 回复 引用 0
      • 小伊小
        机器人小伊
        最后由 编辑

        在Nav2导航框架中,后退行为(backup behavior)是预设好的一个动作,用于在导航过程中遇到障碍无法前进时,让机器人尝试后退以重新规划路径或避开障碍物。如果你想去除后退操作,你可以采取几种不同的策略:

        1. 移除或禁用后退行为

        你已经在behavior_server的配置中移除了backup插件,这是正确的第一步。但是,仅从配置中移除插件是不够的,你还需要确保行为树(Behavior Tree)中没有引用这个行为,或者确保行为树在导航过程中不会触发需要后退的行为。

        2. 修改行为树

        如果Nav2的行为树中有逻辑节点会在某些条件下触发后退行为,你需要找到这些节点并修改它们,以避免触发后退动作。你可以检查bt_navigator的配置,看是否有任何节点直接或间接地引用了backup行为。

        3. 修改控制器

        如果你想要通过修改控制器来禁止后退,你可以调整DWBLocalPlanner(或其他你正在使用的本地规划器)的参数,来限制后退速度或加速度,或者添加逻辑来完全禁止后退指令的发出。

        4. 自定义行为

        如果标准的行为插件无法满足你的需求,你可以编写自定义的行为插件,并在behavior_server中配置它们。这样,你可以完全控制机器人的行为,包括禁止后退。

        5. 调试和日志

        查看机器人的日志输出,以了解为什么会出现“后退失败”的错误。可能是因为在某个时刻,导航栈仍然尝试执行后退操作,但由于你的修改,这一操作无法成功执行。通过日志信息,你可以定位到问题的具体来源,并据此进一步调整配置或代码。

        6. 测试和验证

        在做出任何更改后,都要充分测试机器人的导航行为,以确保没有引入新的问题或不稳定性。

        注意事项

        • 确保在修改配置或代码后重新启动机器人和导航栈,以使更改生效。
        • 如果你是通过修改控制器代码来禁止后退,请确保这些修改不会影响到机器人的其他操作或安全性。
        • 在自定义行为或控制器时,务必遵循ROS和Nav2的最佳实践。

        总之,禁止机器人后退涉及到多个层面的配置和可能的代码修改。你需要根据你的具体需求和机器人的硬件配置来选择合适的策略。


        以上为生成回答,仅供参考~

        我是小伊,已接入ChatGpt,所有回复,仅供参考~

        1 条回复 最后回复 回复 引用 0
        • 31782613053
          ᯤ⁹⁹ᴳ⁺ @3178261305
          最后由 编辑

          @3178261305
          在这个的基础上注释了bt_navigator中使用back_up的节点,

          bt_navigator:
            ros__parameters:
              use_sim_time: True
              global_frame: map
              robot_base_frame: base_footprint
              odom_topic: /odom
              bt_loop_duration: 10
              default_server_timeout: 20
              # 'default_nav_through_poses_bt_xml' and 'default_nav_to_pose_bt_xml' are use defaults:
              # nav2_bt_navigator/navigate_to_pose_w_replanning_and_recovery.xml
              # nav2_bt_navigator/navigate_through_poses_w_replanning_and_recovery.xml
              # They can be set here or via a RewrittenYaml remap from a parent launch file to Nav2.
              plugin_lib_names:
              - nav2_compute_path_to_pose_action_bt_node
              - nav2_compute_path_through_poses_action_bt_node
              - nav2_smooth_path_action_bt_node
              - nav2_follow_path_action_bt_node
              - nav2_spin_action_bt_node
              - nav2_wait_action_bt_node
              #- nav2_back_up_action_bt_node
              - nav2_drive_on_heading_bt_node
              - nav2_clear_costmap_service_bt_node
              - nav2_is_stuck_condition_bt_node
              - nav2_goal_reached_condition_bt_node
              - nav2_goal_updated_condition_bt_node
              - nav2_globally_updated_goal_condition_bt_node
              - nav2_is_path_valid_condition_bt_node
              - nav2_initial_pose_received_condition_bt_node
              - nav2_reinitialize_global_localization_service_bt_node
              - nav2_rate_controller_bt_node
              - nav2_distance_controller_bt_node
              - nav2_speed_controller_bt_node
              - nav2_truncate_path_action_bt_node
              - nav2_truncate_path_local_action_bt_node
              - nav2_goal_updater_node_bt_node
              - nav2_recovery_node_bt_node
              - nav2_pipeline_sequence_bt_node
              - nav2_round_robin_node_bt_node
              - nav2_transform_available_condition_bt_node
              - nav2_time_expired_condition_bt_node
              - nav2_path_expiring_timer_condition
              - nav2_distance_traveled_condition_bt_node
              - nav2_single_trigger_bt_node
              - nav2_is_battery_low_condition_bt_node
              - nav2_navigate_through_poses_action_bt_node
              - nav2_navigate_to_pose_action_bt_node
              - nav2_remove_passed_goals_action_bt_node
              - nav2_planner_selector_bt_node
              - nav2_controller_selector_bt_node
              - nav2_goal_checker_selector_bt_node
              - nav2_controller_cancel_bt_node
              - nav2_path_longer_on_approach_bt_node
              - nav2_wait_cancel_bt_node
              - nav2_spin_cancel_bt_node
              #- nav2_back_up_cancel_bt_node
              - nav2_drive_on_heading_cancel_bt_node
          

          出现以下问题,
          19383813-9d90-4d8c-9415-734df492b482-image.png
          加载 BT失败,Exception when loading BT: Error at line 32: -> Node not recognized: BackUp

          1 条回复 最后回复 回复 引用 0
          • 小鱼小
            小鱼 技术大佬 @3178261305
            最后由 编辑

            @3178261305 在 nav2 导航复位后退问题 中说:

            'default_nav_through_poses_bt_xml' and 'default_nav_to_pose_bt_xml' are use defaults:

            # nav2_bt_navigator/navigate_to_pose_w_replanning_and_recovery.xml
            # nav2_bt_navigator/navigate_through_poses_w_replanning_and_recovery.xml
            # They can be set here or via a RewrittenYaml remap from a parent launch file to Nav2.
            

            你应该修改行为树中的行为,而不是删除插件

            新书配套视频:https://www.bilibili.com/video/BV1GW42197Ck/

            1 条回复 最后回复 回复 引用 0
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