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| 1 | +# Trajectory Follower Nodes |
| 2 | + |
| 3 | +## Purpose |
| 4 | + |
| 5 | +Generate control commands to follow a given Trajectory. |
| 6 | + |
| 7 | +## Design |
| 8 | + |
| 9 | +This is a node of the functionalities implemented in the controller class derived from [trajectory_follower_base](../trajectory_follower_base/README.md#trajectory-follower) package. It has instances of those functionalities, gives them input data to perform calculations, and publishes control commands. |
| 10 | + |
| 11 | +By default, the controller instance with the `Controller` class as follows is used. |
| 12 | + |
| 13 | +```plantuml |
| 14 | +@startuml |
| 15 | +package trajectory_follower_base { |
| 16 | +abstract class LateralControllerBase { |
| 17 | +longitudinal_sync_data_ |
| 18 | +
|
| 19 | + virtual isReady(InputData) |
| 20 | + virtual run(InputData) |
| 21 | + sync(LongitudinalSyncData) |
| 22 | + reset() |
| 23 | +
|
| 24 | +} |
| 25 | +abstract class LongitudinalControllerBase { |
| 26 | +lateral_sync_data_ |
| 27 | +
|
| 28 | + virtual isReady(InputData) |
| 29 | + virtual run(InputData) |
| 30 | + sync(LateralSyncData) |
| 31 | + reset() |
| 32 | +
|
| 33 | +} |
| 34 | +
|
| 35 | +struct InputData { |
| 36 | +trajectory |
| 37 | +odometry |
| 38 | +steering |
| 39 | +accel |
| 40 | +} |
| 41 | +struct LongitudinalSyncData { |
| 42 | +is_steer_converged |
| 43 | +} |
| 44 | +struct LateralSyncData { |
| 45 | +} |
| 46 | +} |
| 47 | +
|
| 48 | +package mpc_lateral_controller { |
| 49 | +class MPCLateralController { |
| 50 | +isReady(InputData) override |
| 51 | +run(InputData) override |
| 52 | +} |
| 53 | +} |
| 54 | +package pure_pursuit { |
| 55 | +class PurePursuitLateralController { |
| 56 | +isReady(InputData) override |
| 57 | +run(InputData) override |
| 58 | +} |
| 59 | +} |
| 60 | +package pid_longitudinal_controller { |
| 61 | +class PIDLongitudinalController { |
| 62 | +isReady(InputData) override |
| 63 | +run(InputData) override |
| 64 | +} |
| 65 | +} |
| 66 | +
|
| 67 | +package trajectory_follower_node { |
| 68 | +class Controller { |
| 69 | +longitudinal_controller_ |
| 70 | +lateral_controller_ |
| 71 | +onTimer() |
| 72 | +createInputData(): InputData |
| 73 | +} |
| 74 | +} |
| 75 | +
|
| 76 | +MPCLateralController --|> LateralControllerBase |
| 77 | +PurePursuitLateralController --|> LateralControllerBase |
| 78 | +PIDLongitudinalController --|> LongitudinalControllerBase |
| 79 | +
|
| 80 | +LateralSyncData --> LongitudinalControllerBase |
| 81 | +LateralSyncData --> LateralControllerBase |
| 82 | +LongitudinalSyncData --> LongitudinalControllerBase |
| 83 | +LongitudinalSyncData --> LateralControllerBase |
| 84 | +InputData ..> LateralControllerBase |
| 85 | +InputData ..> LongitudinalControllerBase |
| 86 | +
|
| 87 | +LateralControllerBase --o Controller |
| 88 | +LongitudinalControllerBase --o Controller |
| 89 | +InputData ..> Controller |
| 90 | +@enduml |
| 91 | +``` |
| 92 | + |
| 93 | +The process flow of `Controller` class is as follows. |
| 94 | + |
| 95 | +```cpp |
| 96 | +// 1. create input data |
| 97 | +const auto input_data = createInputData(*get_clock()); |
| 98 | +if (!input_data) { |
| 99 | + return; |
| 100 | +} |
| 101 | + |
| 102 | +// 2. check if controllers are ready |
| 103 | +const bool is_lat_ready = lateral_controller_->isReady(*input_data); |
| 104 | +const bool is_lon_ready = longitudinal_controller_->isReady(*input_data); |
| 105 | +if (!is_lat_ready || !is_lon_ready) { |
| 106 | + return; |
| 107 | +} |
| 108 | + |
| 109 | +// 3. run controllers |
| 110 | +const auto lat_out = lateral_controller_->run(*input_data); |
| 111 | +const auto lon_out = longitudinal_controller_->run(*input_data); |
| 112 | + |
| 113 | +// 4. sync with each other controllers |
| 114 | +longitudinal_controller_->sync(lat_out.sync_data); |
| 115 | +lateral_controller_->sync(lon_out.sync_data); |
| 116 | + |
| 117 | +// 5. publish control command |
| 118 | +control_cmd_pub_->publish(out); |
| 119 | +``` |
| 120 | +
|
| 121 | +Giving the longitudinal controller information about steer convergence allows it to control steer when stopped if following parameters are `true` |
| 122 | +
|
| 123 | +- lateral controller |
| 124 | + - `keep_steer_control_until_converged` |
| 125 | +- longitudinal controller |
| 126 | + - `enable_keep_stopped_until_steer_convergence` |
| 127 | +
|
| 128 | +### Inputs / Outputs / API |
| 129 | +
|
| 130 | +#### Inputs |
| 131 | +
|
| 132 | +- `autoware_auto_planning_msgs/Trajectory` : reference trajectory to follow. |
| 133 | +- `nav_msgs/Odometry`: current odometry |
| 134 | +- `autoware_auto_vehicle_msgs/SteeringReport` current steering |
| 135 | +
|
| 136 | +#### Outputs |
| 137 | +
|
| 138 | +- `autoware_auto_control_msgs/AckermannControlCommand`: message containing both lateral and longitudinal commands. |
| 139 | +
|
| 140 | +#### Parameter |
| 141 | +
|
| 142 | +- `ctrl_period`: control commands publishing period |
| 143 | +- `timeout_thr_sec`: duration in second after which input messages are discarded. |
| 144 | + - Each time the node receives lateral and longitudinal commands from each controller, it publishes an `AckermannControlCommand` if the following two conditions are met. |
| 145 | + 1. Both commands have been received. |
| 146 | + 2. The last received commands are not older than defined by `timeout_thr_sec`. |
| 147 | +- `lateral_controller_mode`: `mpc` or `pure_pursuit` |
| 148 | + - (currently there is only `PID` for longitudinal controller) |
| 149 | +
|
| 150 | +## Debugging |
| 151 | +
|
| 152 | +Debug information are published by the lateral and longitudinal controller using `tier4_debug_msgs/Float32MultiArrayStamped` messages. |
| 153 | +
|
| 154 | +A configuration file for [PlotJuggler](https://github.com/facontidavide/PlotJuggler) is provided in the `config` folder which, when loaded, allow to automatically subscribe and visualize information useful for debugging. |
| 155 | +
|
| 156 | +In addition, the predicted MPC trajectory is published on topic `output/lateral/predicted_trajectory` and can be visualized in Rviz. |
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