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...ti_object_tracker/include/multi_object_tracker/tracker/object_model/object_model_base.hpp
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// Copyright 2024 TIER IV, Inc. | ||
// | ||
// Licensed under the Apache License, Version 2.0 (the "License"); | ||
// you may not use this file except in compliance with the License. | ||
// You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, software | ||
// distributed under the License is distributed on an "AS IS" BASIS, | ||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
// See the License for the specific language governing permissions and | ||
// limitations under the License. | ||
// | ||
// | ||
// Author: v1.0 Taekjin Lee | ||
// | ||
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#ifndef MULTI_OBJECT_TRACKER__TRACKER__MOTION_MODEL__MOTION_MODEL_BASE_HPP_ | ||
#define MULTI_OBJECT_TRACKER__TRACKER__MOTION_MODEL__MOTION_MODEL_BASE_HPP_ | ||
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#include <cmath> | ||
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namespace | ||
{ | ||
constexpr double const_g = 9.81; | ||
double deg2rad(const double deg) | ||
{ | ||
return deg * M_PI / 180.0; | ||
} | ||
} // namespace | ||
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namespace object_model | ||
{ | ||
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enum class ObjectModelType | ||
{ | ||
NORMAL_VEHICLE, | ||
BIG_VEHICLE, | ||
BICYCLE, | ||
PEDESTRIAN, | ||
STATIC, | ||
UNKNOWN | ||
}; | ||
struct ObjectSize | ||
{ | ||
double length; // [m] | ||
double width; // [m] | ||
double height; // [m] | ||
}; | ||
struct ObjectSizeLimit | ||
{ | ||
double length_min; // [m] | ||
double length_max; // [m] | ||
double width_min; // [m] | ||
double width_max; // [m] | ||
double height_min; // [m] | ||
double height_max; // [m] | ||
}; | ||
struct MotionProcessNoise | ||
{ | ||
double acc_long; // [m/s^2] | ||
double acc_lat; // [m/s^2] | ||
double yaw_rate_min; // [rad/s] | ||
double yaw_rate_max; // [rad/s] | ||
double slip_rate_min; | ||
double slip_rate_max; | ||
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}; | ||
struct MotionProcessLimit | ||
{ | ||
double slip_angle_max; | ||
double acc_long_max; | ||
double acc_lat_max; | ||
double vel_long_max; | ||
}; | ||
struct StateCovariance | ||
{ | ||
double pos_x; // [m^2] | ||
double pos_y; // [m^2] | ||
double yaw; // [rad^2] | ||
double yaw_rate; // [rad^2/s^2] | ||
double acc_long; // [m^2/s^4] | ||
double acc_lat; // [m^2/s^4] | ||
double vel_long; // [m^2/s^2] | ||
double vel_lat; // [m^2/s^2] | ||
}; | ||
struct BicycleModelState | ||
{ | ||
double slip_angle; // [rad^2] | ||
double slip_rate; // [rad^2/s^2] | ||
double wheel_pos_ratio_front; // [-] | ||
double wheel_pos_ratio_rear; // [-] | ||
double wheel_pos_front_min; // [m] | ||
double wheel_pos_rear_min; // [m] | ||
}; | ||
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class ObjectModel | ||
{ | ||
public: | ||
ObjectSize size; | ||
ObjectSizeLimit size_limit; | ||
MotionProcessNoise process_noise; | ||
MotionProcessLimit process_limit; | ||
StateCovariance initial_covariance; | ||
StateCovariance state_covariance; | ||
BicycleModelState bicycle_model_state; | ||
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ObjectModel(const ObjectModelType & type) | ||
{ | ||
switch (type) | ||
{ | ||
case ObjectModelType::NORMAL_VEHICLE: | ||
size.length = 3.0; | ||
size.width = 2.0; | ||
size.height = 1.8; | ||
size_limit.length_min = 2.0; | ||
size_limit.length_max = 5.0; | ||
size_limit.width_min = 1.5; | ||
size_limit.width_max = 3.0; | ||
size_limit.height_min = 1.5; | ||
size_limit.height_max = 2.0; | ||
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process_noise.acc_long = const_g * 0.35; | ||
process_noise.acc_lat = const_g * 0.15; | ||
process_noise.yaw_rate_min = 1.5; | ||
process_noise.yaw_rate_max = 15.0; | ||
process_noise.slip_rate_min = 0.3; | ||
process_noise.slip_rate_max = 10.0; | ||
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process_limit.slip_angle_max = 30; | ||
process_limit.acc_long_max = 2.0; | ||
process_limit.acc_lat_max = 2.0; | ||
process_limit.vel_long_max = 30.0; | ||
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// initial covariance | ||
initial_covariance.pos_x = 0.5; | ||
initial_covariance.pos_y = 0.4; | ||
initial_covariance.yaw = deg2rad(20.0); | ||
initial_covariance.yaw_rate = deg2rad(10.0); | ||
initial_covariance.acc_long = 1.0; | ||
initial_covariance.acc_lat = 1.0; | ||
initial_covariance.vel_long = 1.0; | ||
initial_covariance.vel_lat = 1.0; | ||
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// noise model | ||
state_covariance.pos_x = 0.5; | ||
state_covariance.pos_y = 0.4; | ||
state_covariance.yaw = 0.1; | ||
state_covariance.yaw_rate = 0.1; | ||
state_covariance.acc_long = 0.1; | ||
state_covariance.acc_lat = 0.1; | ||
state_covariance.vel_long = 0.1; | ||
state_covariance.vel_lat = 0.1; | ||
break; | ||
} | ||
} | ||
virtual ~ObjectModel() = default; | ||
}; | ||
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ObjectModel normal_vehicle(ObjectModelType::NORMAL_VEHICLE); | ||
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} // namespace object_model | ||
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#endif // MULTI_OBJECT_TRACKER__TRACKER__MOTION_MODEL__MOTION_MODEL_BASE_HPP_ |