WPILibC++ 2023.4.3-108-ge5452e3
DifferentialDrivePoseEstimator.h
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1// Copyright (c) FIRST and other WPILib contributors.
2// Open Source Software; you can modify and/or share it under the terms of
3// the WPILib BSD license file in the root directory of this project.
4
5#pragma once
6
7#include <wpi/SymbolExports.h>
8#include <wpi/array.h>
9
11#include "frc/geometry/Pose2d.h"
15#include "units/time.h"
16
17namespace frc {
18/**
19 * This class wraps Differential Drive Odometry to fuse latency-compensated
20 * vision measurements with differential drive encoder measurements. It will
21 * correct for noisy vision measurements and encoder drift. It is intended to be
22 * an easy drop-in for DifferentialDriveOdometry. In fact, if you never call
23 * AddVisionMeasurement(), and only call Update(), this will behave exactly the
24 * same as DifferentialDriveOdometry.
25 *
26 * Update() should be called every robot loop (if your robot loops are faster or
27 * slower than the default of 20 ms, then you should change the nominal delta
28 * time via the constructor).
29 *
30 * AddVisionMeasurement() can be called as infrequently as you want; if you
31 * never call it, then this class will behave like regular encoder odometry.
32 */
34 : public PoseEstimator<DifferentialDriveWheelSpeeds,
35 DifferentialDriveWheelPositions> {
36 public:
37 /**
38 * Constructs a DifferentialDrivePoseEstimator with default standard
39 * deviations for the model and vision measurements.
40 *
41 * The default standard deviations of the model states are
42 * 0.02 meters for x, 0.02 meters for y, and 0.01 radians for heading.
43 * The default standard deviations of the vision measurements are
44 * 0.1 meters for x, 0.1 meters for y, and 0.1 radians for heading.
45 *
46 * @param kinematics A correctly-configured kinematics object for your
47 * drivetrain.
48 * @param gyroAngle The gyro angle of the robot.
49 * @param leftDistance The distance traveled by the left encoder.
50 * @param rightDistance The distance traveled by the right encoder.
51 * @param initialPose The estimated initial pose.
52 */
54 const Rotation2d& gyroAngle,
55 units::meter_t leftDistance,
56 units::meter_t rightDistance,
57 const Pose2d& initialPose);
58
59 /**
60 * Constructs a DifferentialDrivePoseEstimator.
61 *
62 * @param kinematics A correctly-configured kinematics object for your
63 * drivetrain.
64 * @param gyroAngle The gyro angle of the robot.
65 * @param leftDistance The distance traveled by the left encoder.
66 * @param rightDistance The distance traveled by the right encoder.
67 * @param initialPose The estimated initial pose.
68 * @param stateStdDevs Standard deviations of the pose estimate (x position in
69 * meters, y position in meters, and heading in radians). Increase these
70 * numbers to trust your state estimate less.
71 * @param visionMeasurementStdDevs Standard deviations of the vision pose
72 * measurement (x position in meters, y position in meters, and heading in
73 * radians). Increase these numbers to trust the vision pose measurement
74 * less.
75 */
77 DifferentialDriveKinematics& kinematics, const Rotation2d& gyroAngle,
78 units::meter_t leftDistance, units::meter_t rightDistance,
79 const Pose2d& initialPose, const wpi::array<double, 3>& stateStdDevs,
80 const wpi::array<double, 3>& visionMeasurementStdDevs);
81
82 /**
83 * Resets the robot's position on the field.
84 *
85 * @param gyroAngle The current gyro angle.
86 * @param leftDistance The distance traveled by the left encoder.
87 * @param rightDistance The distance traveled by the right encoder.
88 * @param pose The estimated pose of the robot on the field.
89 */
90 void ResetPosition(const Rotation2d& gyroAngle, units::meter_t leftDistance,
91 units::meter_t rightDistance, const Pose2d& pose) {
94 ResetPosition(gyroAngle, {leftDistance, rightDistance}, pose);
95 }
96
97 /**
98 * Updates the pose estimator with wheel encoder and gyro information. This
99 * should be called every loop.
100 *
101 * @param gyroAngle The current gyro angle.
102 * @param leftDistance The distance traveled by the left encoder.
103 * @param rightDistance The distance traveled by the right encoder.
104 *
105 * @return The estimated pose of the robot.
106 */
107 Pose2d Update(const Rotation2d& gyroAngle, units::meter_t leftDistance,
108 units::meter_t rightDistance) {
109 return PoseEstimator<
111 DifferentialDriveWheelPositions>::Update(gyroAngle,
112 {leftDistance, rightDistance});
113 }
114
115 /**
116 * Updates the pose estimator with wheel encoder and gyro information. This
117 * should be called every loop.
118 *
119 * @param currentTime The time at which this method was called.
120 * @param gyroAngle The current gyro angle.
121 * @param leftDistance The distance traveled by the left encoder.
122 * @param rightDistance The distance traveled by the right encoder.
123 *
124 * @return The estimated pose of the robot.
125 */
126 Pose2d UpdateWithTime(units::second_t currentTime,
127 const Rotation2d& gyroAngle,
128 units::meter_t leftDistance,
129 units::meter_t rightDistance) {
130 return PoseEstimator<
132 DifferentialDriveWheelPositions>::UpdateWithTime(currentTime, gyroAngle,
133 {leftDistance,
134 rightDistance});
135 }
136
137 private:
138 DifferentialDriveOdometry m_odometryImpl;
139};
140
141} // namespace frc
#define WPILIB_DLLEXPORT
Definition: SymbolExports.h:36
Helper class that converts a chassis velocity (dx and dtheta components) to left and right wheel velo...
Definition: DifferentialDriveKinematics.h:29
Class for differential drive odometry.
Definition: DifferentialDriveOdometry.h:31
This class wraps Differential Drive Odometry to fuse latency-compensated vision measurements with dif...
Definition: DifferentialDrivePoseEstimator.h:35
Pose2d UpdateWithTime(units::second_t currentTime, const Rotation2d &gyroAngle, units::meter_t leftDistance, units::meter_t rightDistance)
Updates the pose estimator with wheel encoder and gyro information.
Definition: DifferentialDrivePoseEstimator.h:126
Pose2d Update(const Rotation2d &gyroAngle, units::meter_t leftDistance, units::meter_t rightDistance)
Updates the pose estimator with wheel encoder and gyro information.
Definition: DifferentialDrivePoseEstimator.h:107
void ResetPosition(const Rotation2d &gyroAngle, units::meter_t leftDistance, units::meter_t rightDistance, const Pose2d &pose)
Resets the robot's position on the field.
Definition: DifferentialDrivePoseEstimator.h:90
DifferentialDrivePoseEstimator(DifferentialDriveKinematics &kinematics, const Rotation2d &gyroAngle, units::meter_t leftDistance, units::meter_t rightDistance, const Pose2d &initialPose, const wpi::array< double, 3 > &stateStdDevs, const wpi::array< double, 3 > &visionMeasurementStdDevs)
Constructs a DifferentialDrivePoseEstimator.
DifferentialDrivePoseEstimator(DifferentialDriveKinematics &kinematics, const Rotation2d &gyroAngle, units::meter_t leftDistance, units::meter_t rightDistance, const Pose2d &initialPose)
Constructs a DifferentialDrivePoseEstimator with default standard deviations for the model and vision...
Represents a 2D pose containing translational and rotational elements.
Definition: Pose2d.h:25
This class wraps odometry to fuse latency-compensated vision measurements with encoder measurements.
Definition: PoseEstimator.h:35
A rotation in a 2D coordinate frame represented by a point on the unit circle (cosine and sine).
Definition: Rotation2d.h:26
Definition: AprilTagPoseEstimator.h:15
Represents the wheel positions for a differential drive drivetrain.
Definition: DifferentialDriveWheelPositions.h:16
Represents the wheel speeds for a differential drive drivetrain.
Definition: DifferentialDriveWheelSpeeds.h:15