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fix(simple_planning_simulator): fix steering bias model #6240

Merged
merged 12 commits into from
Feb 5, 2024
24 changes: 12 additions & 12 deletions simulator/simple_planning_simulator/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -40,18 +40,17 @@ The purpose of this simulator is for the integration test of planning and contro

### Common Parameters

| Name | Type | Description | Default value |
| :--------------------- | :----- | :----------------------------------------------------------------------------------------------------------------------------------------- | :------------------- |
| simulated_frame_id | string | set to the child_frame_id in output tf | "base_link" |
| origin_frame_id | string | set to the frame_id in output tf | "odom" |
| initialize_source | string | If "ORIGIN", the initial pose is set at (0,0,0). If "INITIAL_POSE_TOPIC", node will wait until the `input/initialpose` topic is published. | "INITIAL_POSE_TOPIC" |
| add_measurement_noise | bool | If true, the Gaussian noise is added to the simulated results. | true |
| pos_noise_stddev | double | Standard deviation for position noise | 0.01 |
| rpy_noise_stddev | double | Standard deviation for Euler angle noise | 0.0001 |
| vel_noise_stddev | double | Standard deviation for longitudinal velocity noise | 0.0 |
| angvel_noise_stddev | double | Standard deviation for angular velocity noise | 0.0 |
| steer_noise_stddev | double | Standard deviation for steering angle noise | 0.0001 |
| measurement_steer_bias | double | Measurement bias for steering angle | 0.0 |
| Name | Type | Description | Default value |
| :-------------------- | :----- | :----------------------------------------------------------------------------------------------------------------------------------------- | :------------------- |
| simulated_frame_id | string | set to the child_frame_id in output tf | "base_link" |
| origin_frame_id | string | set to the frame_id in output tf | "odom" |
| initialize_source | string | If "ORIGIN", the initial pose is set at (0,0,0). If "INITIAL_POSE_TOPIC", node will wait until the `input/initialpose` topic is published. | "INITIAL_POSE_TOPIC" |
| add_measurement_noise | bool | If true, the Gaussian noise is added to the simulated results. | true |
| pos_noise_stddev | double | Standard deviation for position noise | 0.01 |
| rpy_noise_stddev | double | Standard deviation for Euler angle noise | 0.0001 |
| vel_noise_stddev | double | Standard deviation for longitudinal velocity noise | 0.0 |
| angvel_noise_stddev | double | Standard deviation for angular velocity noise | 0.0 |
| steer_noise_stddev | double | Standard deviation for steering angle noise | 0.0001 |

### Vehicle Model Parameters

Expand Down Expand Up @@ -82,6 +81,7 @@ The table below shows which models correspond to what parameters. The model name
| vel_rate_lim | double | limit of acceleration | x | x | x | o | o | o | o | 7.0 | [m/ss] |
| steer_lim | double | limit of steering angle | x | x | x | o | o | o | o | 1.0 | [rad] |
| steer_rate_lim | double | limit of steering angle change rate | x | x | x | o | o | o | o | 5.0 | [rad/s] |
| steer_bias | double | bias for steering angle | x | x | x | o | o | o | o | 0.0 | [rad] |
| debug_acc_scaling_factor | double | scaling factor for accel command | x | x | x | x | o | o | x | 1.0 | [-] |
| debug_steer_scaling_factor | double | scaling factor for steer command | x | x | x | x | o | o | x | 1.0 | [-] |
| acceleration_map_path | string | path to csv file for acceleration map which converts velocity and ideal acceleration to actual acceleration | x | x | x | x | x | x | o | - | [-] |
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -195,9 +195,6 @@ class PLANNING_SIMULATOR_PUBLIC SimplePlanningSimulator : public rclcpp::Node
bool is_initialized_ = false; //!< @brief flag to check the initial position is set
bool add_measurement_noise_ = false; //!< @brief flag to add measurement noise

/* measurement bias */
double measurement_steer_bias_ = 0.0; //!< @brief measurement bias for steering measurement

DeltaTime delta_time_{}; //!< @brief to calculate delta time

MeasurementNoiseGenerator measurement_noise_{}; //!< @brief for measurement noise
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -40,14 +40,15 @@ class SimModelDelaySteerAcc : public SimModelInterface
* @param [in] steer_delay time delay for steering command [s]
* @param [in] steer_time_constant time constant for 1D model of steering dynamics
* @param [in] steer_dead_band dead band for steering angle [rad]
* @param [in] steer_bias steering bias [rad]
* @param [in] debug_acc_scaling_factor scaling factor for accel command
* @param [in] debug_steer_scaling_factor scaling factor for steering command
*/
SimModelDelaySteerAcc(
double vx_lim, double steer_lim, double vx_rate_lim, double steer_rate_lim, double wheelbase,
double dt, double acc_delay, double acc_time_constant, double steer_delay,
double steer_time_constant, double steer_dead_band, double debug_acc_scaling_factor,
double debug_steer_scaling_factor);
double steer_time_constant, double steer_dead_band, double steer_bias,
double debug_acc_scaling_factor, double debug_steer_scaling_factor);

/**
* @brief default destructor
Expand Down Expand Up @@ -84,6 +85,7 @@ class SimModelDelaySteerAcc : public SimModelInterface
const double steer_delay_; //!< @brief time delay for steering command [s]
const double steer_time_constant_; //!< @brief time constant for steering dynamics
const double steer_dead_band_; //!< @brief dead band for steering angle [rad]
const double steer_bias_; //!< @brief steering angle bias [rad]
const double debug_acc_scaling_factor_; //!< @brief scaling factor for accel command
const double debug_steer_scaling_factor_; //!< @brief scaling factor for steering command

Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -40,14 +40,15 @@ class SimModelDelaySteerAccGeared : public SimModelInterface
* @param [in] steer_delay time delay for steering command [s]
* @param [in] steer_time_constant time constant for 1D model of steering dynamics
* @param [in] steer_dead_band dead band for steering angle [rad]
* @param [in] steer_bias steering bias [rad]
* @param [in] debug_acc_scaling_factor scaling factor for accel command
* @param [in] debug_steer_scaling_factor scaling factor for steering command
*/
SimModelDelaySteerAccGeared(
double vx_lim, double steer_lim, double vx_rate_lim, double steer_rate_lim, double wheelbase,
double dt, double acc_delay, double acc_time_constant, double steer_delay,
double steer_time_constant, double steer_dead_band, double debug_acc_scaling_factor,
double debug_steer_scaling_factor);
double steer_time_constant, double steer_dead_band, double steer_bias,
double debug_acc_scaling_factor, double debug_steer_scaling_factor);

/**
* @brief default destructor
Expand Down Expand Up @@ -84,6 +85,7 @@ class SimModelDelaySteerAccGeared : public SimModelInterface
const double steer_delay_; //!< @brief time delay for steering command [s]
const double steer_time_constant_; //!< @brief time constant for steering dynamics
const double steer_dead_band_; //!< @brief dead band for steering angle [rad]
const double steer_bias_; //!< @brief steering angle bias [rad]
const double debug_acc_scaling_factor_; //!< @brief scaling factor for accel command
const double debug_steer_scaling_factor_; //!< @brief scaling factor for steering command

Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -92,12 +92,13 @@ class SimModelDelaySteerMapAccGeared : public SimModelInterface
* @param [in] acc_time_constant time constant for 1D model of accel dynamics
* @param [in] steer_delay time delay for steering command [s]
* @param [in] steer_time_constant time constant for 1D model of steering dynamics
* @param [in] steer_bias steering bias [rad]
* @param [in] path path to csv file for acceleration conversion map
*/
SimModelDelaySteerMapAccGeared(
double vx_lim, double steer_lim, double vx_rate_lim, double steer_rate_lim, double wheelbase,
double dt, double acc_delay, double acc_time_constant, double steer_delay,
double steer_time_constant, std::string path);
double steer_time_constant, double steer_bias, std::string path);

/**
* @brief default destructor
Expand Down Expand Up @@ -135,6 +136,7 @@ class SimModelDelaySteerMapAccGeared : public SimModelInterface
const double acc_time_constant_; //!< @brief time constant for accel dynamics
const double steer_delay_; //!< @brief time delay for steering command [s]
const double steer_time_constant_; //!< @brief time constant for steering dynamics
const double steer_bias_; //!< @brief steering angle bias [rad]
const std::string path_; //!< @brief conversion map path

/**
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -43,11 +43,12 @@ class SimModelDelaySteerVel : public SimModelInterface
* @param [in] steer_delay time delay for steering command [s]
* @param [in] steer_time_constant time constant for 1D model of steering dynamics
* @param [in] steer_dead_band dead band for steering angle [rad]
* @param [in] steer_bias steering bias [rad]
*/
SimModelDelaySteerVel(
double vx_lim, double steer_lim, double vx_rate_lim, double steer_rate_lim, double wheelbase,
double dt, double vx_delay, double vx_time_constant, double steer_delay,
double steer_time_constant, double steer_dead_band);
double steer_time_constant, double steer_dead_band, double steer_bias);

/**
* @brief destructor
Expand Down Expand Up @@ -86,6 +87,7 @@ class SimModelDelaySteerVel : public SimModelInterface
const double
steer_time_constant_; //!< @brief time constant for 1D model of angular-velocity dynamics
const double steer_dead_band_; //!< @brief dead band for steering angle [rad]
const double steer_bias_; //!< @brief steering angle bias [rad]

/**
* @brief set queue buffer for input command
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -101,8 +101,7 @@
{
simulated_frame_id_ = declare_parameter("simulated_frame_id", "base_link");
origin_frame_id_ = declare_parameter("origin_frame_id", "odom");
add_measurement_noise_ = declare_parameter("add_measurement_noise", false);

Check notice on line 104 in simulator/simple_planning_simulator/src/simple_planning_simulator/simple_planning_simulator_core.cpp

View check run for this annotation

CodeScene Delta Analysis / CodeScene Cloud Delta Analysis (main)

✅ Getting better: Large Method

SimplePlanningSimulator::SimplePlanningSimulator decreases from 98 to 97 lines of code, threshold = 70. Large functions with many lines of code are generally harder to understand and lower the code health. Avoid adding more lines to this function.
measurement_steer_bias_ = declare_parameter("measurement_steer_bias", 0.0);
simulate_motion_ = declare_parameter<bool>("initial_engage_state");
enable_road_slope_simulation_ = declare_parameter("enable_road_slope_simulation", false);

Expand Down Expand Up @@ -232,6 +231,8 @@
const double steer_time_delay = declare_parameter("steer_time_delay", 0.24);
const double steer_time_constant = declare_parameter("steer_time_constant", 0.27);
const double steer_dead_band = declare_parameter("steer_dead_band", 0.0);
const double steer_bias = declare_parameter("steer_bias", 0.0);

const double debug_acc_scaling_factor = declare_parameter("debug_acc_scaling_factor", 1.0);
const double debug_steer_scaling_factor = declare_parameter("debug_steer_scaling_factor", 1.0);
const auto vehicle_info = vehicle_info_util::VehicleInfoUtil(*this).getVehicleInfo();
Expand All @@ -250,19 +251,20 @@
vehicle_model_type_ = VehicleModelType::DELAY_STEER_VEL;
vehicle_model_ptr_ = std::make_shared<SimModelDelaySteerVel>(
vel_lim, steer_lim, vel_rate_lim, steer_rate_lim, wheelbase, timer_sampling_time_ms_ / 1000.0,
vel_time_delay, vel_time_constant, steer_time_delay, steer_time_constant, steer_dead_band);
vel_time_delay, vel_time_constant, steer_time_delay, steer_time_constant, steer_dead_band,
steer_bias);
} else if (vehicle_model_type_str == "DELAY_STEER_ACC") {
vehicle_model_type_ = VehicleModelType::DELAY_STEER_ACC;
vehicle_model_ptr_ = std::make_shared<SimModelDelaySteerAcc>(
vel_lim, steer_lim, vel_rate_lim, steer_rate_lim, wheelbase, timer_sampling_time_ms_ / 1000.0,
acc_time_delay, acc_time_constant, steer_time_delay, steer_time_constant, steer_dead_band,
debug_acc_scaling_factor, debug_steer_scaling_factor);
steer_bias, debug_acc_scaling_factor, debug_steer_scaling_factor);
} else if (vehicle_model_type_str == "DELAY_STEER_ACC_GEARED") {
vehicle_model_type_ = VehicleModelType::DELAY_STEER_ACC_GEARED;
vehicle_model_ptr_ = std::make_shared<SimModelDelaySteerAccGeared>(
vel_lim, steer_lim, vel_rate_lim, steer_rate_lim, wheelbase, timer_sampling_time_ms_ / 1000.0,
acc_time_delay, acc_time_constant, steer_time_delay, steer_time_constant, steer_dead_band,
debug_acc_scaling_factor, debug_steer_scaling_factor);
steer_bias, debug_acc_scaling_factor, debug_steer_scaling_factor);
} else if (vehicle_model_type_str == "DELAY_STEER_MAP_ACC_GEARED") {
vehicle_model_type_ = VehicleModelType::DELAY_STEER_MAP_ACC_GEARED;
const std::string acceleration_map_path =
Expand All @@ -277,7 +279,7 @@
}
vehicle_model_ptr_ = std::make_shared<SimModelDelaySteerMapAccGeared>(
vel_lim, steer_lim, vel_rate_lim, steer_rate_lim, wheelbase, timer_sampling_time_ms_ / 1000.0,
acc_time_delay, acc_time_constant, steer_time_delay, steer_time_constant,
acc_time_delay, acc_time_constant, steer_time_delay, steer_time_constant, steer_bias,
acceleration_map_path);
} else {
throw std::invalid_argument("Invalid vehicle_model_type: " + vehicle_model_type_str);
Expand Down Expand Up @@ -383,9 +385,6 @@
add_measurement_noise(current_odometry_, current_velocity_, current_steer_);
}

// add measurement bias
current_steer_.steering_tire_angle += measurement_steer_bias_;

// add estimate covariance
{
using COV_IDX = tier4_autoware_utils::xyzrpy_covariance_index::XYZRPY_COV_IDX;
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -19,8 +19,8 @@
SimModelDelaySteerAcc::SimModelDelaySteerAcc(
double vx_lim, double steer_lim, double vx_rate_lim, double steer_rate_lim, double wheelbase,
double dt, double acc_delay, double acc_time_constant, double steer_delay,
double steer_time_constant, double steer_dead_band, double debug_acc_scaling_factor,
double debug_steer_scaling_factor)
double steer_time_constant, double steer_dead_band, double steer_bias,
double debug_acc_scaling_factor, double debug_steer_scaling_factor)
: SimModelInterface(6 /* dim x */, 2 /* dim u */),
MIN_TIME_CONSTANT(0.03),
vx_lim_(vx_lim),
Expand All @@ -33,6 +33,7 @@ SimModelDelaySteerAcc::SimModelDelaySteerAcc(
steer_delay_(steer_delay),
steer_time_constant_(std::max(steer_time_constant, MIN_TIME_CONSTANT)),
steer_dead_band_(steer_dead_band),
steer_bias_(steer_bias),
debug_acc_scaling_factor_(std::max(debug_acc_scaling_factor, 0.0)),
debug_steer_scaling_factor_(std::max(debug_steer_scaling_factor, 0.0))
{
Expand Down Expand Up @@ -69,7 +70,7 @@ double SimModelDelaySteerAcc::getWz()
}
double SimModelDelaySteerAcc::getSteer()
{
return state_(IDX::STEER);
return state_(IDX::STEER) + steer_bias_;
}
void SimModelDelaySteerAcc::update(const double & dt)
{
Expand Down Expand Up @@ -111,7 +112,7 @@ Eigen::VectorXd SimModelDelaySteerAcc::calcModel(
sat(input(IDX_U::ACCX_DES), vx_rate_lim_, -vx_rate_lim_) * debug_acc_scaling_factor_;
const double steer_des =
sat(input(IDX_U::STEER_DES), steer_lim_, -steer_lim_) * debug_steer_scaling_factor_;
const double steer_diff = steer - steer_des;
const double steer_diff = getSteer() - steer_des;
const double steer_diff_with_dead_band = std::invoke([&]() {
if (steer_diff > steer_dead_band_) {
return steer_diff - steer_dead_band_;
Expand Down
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