feat: integrate trajectory tracking controller runtime

This commit is contained in:
梁薄云
2026-08-10 13:26:56 +08:00
parent f923affc8f
commit 54ef239231
29 changed files with 5135 additions and 0 deletions
@@ -0,0 +1,19 @@
namespace MultiWheelC.Control.Abstractions
{
/// <summary>
/// 定义Stanley、LQR和MPC等车体中心横向控制器的统一接口。
/// </summary>
public interface ILateralController
{
/// <summary>
/// 根据本周期车辆状态和轨迹误差计算车体中心目标曲率。
/// </summary>
LateralControlCommand Compute(
PathTrackingContext context);
/// <summary>
/// 清除控制器跨周期状态,以便开始新轨迹或异常恢复后重新运行。
/// </summary>
void Reset();
}
}
@@ -0,0 +1,19 @@
namespace MultiWheelC.Control.Abstractions
{
/// <summary>
/// 定义根据参考速度和实际纵向速度生成底盘命令速度的统一接口。
/// </summary>
public interface ILongitudinalController
{
/// <summary>
/// 根据本周期速度目标、速度反馈和时间间隔计算有符号底盘命令速度。
/// </summary>
double ComputeSpeedMetersPerSecond(
PathTrackingContext context);
/// <summary>
/// 清除积分、历史误差和其他跨周期状态,以便安全开始新的控制过程。
/// </summary>
void Reset();
}
}
@@ -0,0 +1,76 @@
using System;
namespace MultiWheelC.Control.Abstractions
{
/// <summary>
/// 表示横向控制器生成的前、后GCP目标转角,单位为rad,逆时针为正。
/// </summary>
public readonly struct LateralControlCommand
{
/// <summary>
/// 创建前、后GCP目标转角命令。
/// </summary>
public LateralControlCommand(
double frontGcpAngleRadians,
double rearGcpAngleRadians)
{
EnsureFinite(
frontGcpAngleRadians,
nameof(frontGcpAngleRadians));
EnsureFinite(
rearGcpAngleRadians,
nameof(rearGcpAngleRadians));
FrontGcpAngleRadians =
frontGcpAngleRadians;
RearGcpAngleRadians =
rearGcpAngleRadians;
}
/// <summary>
/// 获取前GCP目标转角,单位为rad,逆时针为正。
/// </summary>
public double FrontGcpAngleRadians { get; }
/// <summary>
/// 获取后GCP目标转角,单位为rad,逆时针为正。
/// </summary>
public double RearGcpAngleRadians { get; }
/// <summary>
/// 获取前后GCP的共同转角分量,主要用于横向平移修正。
/// </summary>
public double CommonAngleRadians =>
(FrontGcpAngleRadians +
RearGcpAngleRadians) / 2.0;
/// <summary>
/// 获取前后GCP的差动转角分量,主要用于曲率前馈和航向修正。
/// </summary>
public double DifferentialAngleRadians =>
(FrontGcpAngleRadians -
RearGcpAngleRadians) / 2.0;
/// <summary>
/// 创建前后GCP均保持车头方向的直线命令。
/// </summary>
public static LateralControlCommand Straight =>
new LateralControlCommand(0.0, 0.0);
/// <summary>
/// 检查GCP目标转角是否为有限值。
/// </summary>
private static void EnsureFinite(
double value,
string parameterName)
{
if (double.IsNaN(value) ||
double.IsInfinity(value))
{
throw new ArgumentOutOfRangeException(
parameterName,
"GCP目标转角必须是有限值。");
}
}
}
}
@@ -0,0 +1,126 @@
using System;
using MultiWheelC.StateEstimation;
using MultiWheelC.Trajectory;
namespace MultiWheelC.Control.Abstractions
{
/// <summary>
/// 保存一次轨迹跟踪控制周期使用的车辆状态、轨迹投影和真实时间间隔。
/// </summary>
public readonly struct PathTrackingContext
{
/// <summary>
/// 创建横向和纵向控制器共享的只读控制输入快照。
/// </summary>
public PathTrackingContext(
VehicleState vehicleState,
TrajectoryProjection projection,
double referenceSpeedMetersPerSecond,
double deltaTimeSeconds)
{
EnsureFinite(
referenceSpeedMetersPerSecond,
nameof(referenceSpeedMetersPerSecond));
EnsureFinitePositive(
deltaTimeSeconds,
nameof(deltaTimeSeconds));
VehicleState = vehicleState;
Projection = projection;
ReferenceSpeedMetersPerSecond =
referenceSpeedMetersPerSecond;
DeltaTimeSeconds = deltaTimeSeconds;
}
/// <summary>
/// 获取本周期经过校验的实际车辆位姿和速度状态。
/// </summary>
public VehicleState VehicleState { get; }
/// <summary>
/// 获取实际车体中心投影到参考轨迹后得到的参考状态和跟踪误差。
/// </summary>
public TrajectoryProjection Projection { get; }
/// <summary>
/// 获取本次控制计算距离上次计算的真实时间间隔,单位为s。
/// </summary>
public double DeltaTimeSeconds { get; }
/// <summary>
/// 获取轨迹投影点要求的有符号参考速度,单位为m/s。
/// </summary>
public double ReferenceSpeedMetersPerSecond { get; }
/// <summary>
/// 获取车辆在车体X轴方向上的实际纵向速度,单位为m/s。
/// </summary>
public double ActualLongitudinalSpeedMetersPerSecond =>
VehicleState.TwistInBody
.VxMetersPerSecond;
/// <summary>
/// 获取轨迹投影点的参考曲率,单位为1/m,左转为正。
/// </summary>
public double ReferenceCurvaturePerMeter =>
Projection.ReferencePoint
.CurvaturePerMeter;
/// <summary>
/// 获取参考轨迹相对车辆的有符号横向误差,单位为m,轨迹在车辆左侧时为正。
/// </summary>
public double LateralErrorMeters =>
Projection.LateralErrorMeters;
/// <summary>
/// 获取参考航向减实际车体航向的最短角差,单位为rad,逆时针为正。
/// </summary>
public double HeadingErrorRadians =>
Projection.HeadingErrorRadians;
/// <summary>
/// 获取当前投影位置沿参考轨迹到终点的剩余距离,单位为m。
/// </summary>
public double RemainingDistanceMeters =>
Projection.RemainingDistanceMeters;
/// <summary>
/// 获取实际速度是否已经由至少两个连续有效定位样本估算得到。
/// </summary>
public bool HasValidVelocityEstimate =>
VehicleState.HasValidVelocityEstimate;
/// <summary>
/// 检查控制周期是否为正有限值。
/// </summary>
private static void EnsureFinitePositive(
double value,
string parameterName)
{
if (double.IsNaN(value) ||
double.IsInfinity(value) ||
value <= 0.0)
{
throw new ArgumentOutOfRangeException(
parameterName,
"轨迹跟踪控制周期必须是正有限值。");
}
}
/// <summary>
/// 检查控制参考速度是否为有限值。
/// </summary>
private static void EnsureFinite(
double value,
string parameterName)
{
if (double.IsNaN(value) ||
double.IsInfinity(value))
{
throw new ArgumentOutOfRangeException(
parameterName,
"轨迹跟踪参考速度必须是有限值。");
}
}
}
}
@@ -0,0 +1,104 @@
using System;
using MultiWheelC.Control.Abstractions;
namespace MultiWheelC.Control.Allocation
{
/// <summary>
/// 独立限制前后GCP目标转角并与纵向速度组合成底盘运动命令。
/// </summary>
public sealed class GcpCommandAllocator
{
/// <summary>
/// 创建使用指定前后GCP最大转角的命令分配器。
/// </summary>
public GcpCommandAllocator(double maximumGcpAngleRadians)
{
EnsureFinitePositive(
maximumGcpAngleRadians,
nameof(maximumGcpAngleRadians));
if (maximumGcpAngleRadians >= Math.PI / 2.0)
{
throw new ArgumentOutOfRangeException(
nameof(maximumGcpAngleRadians),
"最大GCP转角必须小于π/2。");
}
MaximumGcpAngleRadians = maximumGcpAngleRadians;
}
/// <summary>
/// 获取前后GCP允许的最大转角绝对值,单位为rad。
/// </summary>
public double MaximumGcpAngleRadians { get; }
/// <summary>
/// 将纵向速度和前后GCP转角组合为底盘运动命令。
/// </summary>
public GcpMotionCommand Allocate(
double speedMetersPerSecond,
LateralControlCommand lateralCommand)
{
EnsureFinite(
speedMetersPerSecond,
nameof(speedMetersPerSecond));
var frontAngleRadians = ClampSymmetric(
lateralCommand.FrontGcpAngleRadians,
MaximumGcpAngleRadians);
var rearAngleRadians = ClampSymmetric(
lateralCommand.RearGcpAngleRadians,
MaximumGcpAngleRadians);
return new GcpMotionCommand(
speedMetersPerSecond,
frontAngleRadians,
rearAngleRadians);
}
/// <summary>
/// 将数值按正负对称方式限制在指定绝对值内。
/// </summary>
private static double ClampSymmetric(
double value,
double maximumAbsoluteValue)
{
return Math.Max(
-maximumAbsoluteValue,
Math.Min(maximumAbsoluteValue, value));
}
/// <summary>
/// 检查参数是否为正有限值。
/// </summary>
private static void EnsureFinitePositive(
double value,
string parameterName)
{
EnsureFinite(value, parameterName);
if (value <= 0.0)
{
throw new ArgumentOutOfRangeException(
parameterName,
"GCP分配参数必须是正有限值。");
}
}
/// <summary>
/// 检查参数或命令是否为有限值。
/// </summary>
private static void EnsureFinite(
double value,
string parameterName)
{
if (double.IsNaN(value) ||
double.IsInfinity(value))
{
throw new ArgumentOutOfRangeException(
parameterName,
"GCP分配参数和命令必须是有限值。");
}
}
}
}
@@ -0,0 +1,67 @@
using System;
namespace MultiWheelC.Control.Allocation
{
/// <summary>
/// 表示发送给旧版多舵轮四轮解算前的有符号速度和前后GCP角度命令。
/// </summary>
public readonly struct GcpMotionCommand
{
/// <summary>
/// 创建统一使用m/s和rad的前后几何控制点运动命令。
/// </summary>
public GcpMotionCommand(
double speedMetersPerSecond,
double frontAngleRadians,
double rearAngleRadians)
{
EnsureFinite(
speedMetersPerSecond,
nameof(speedMetersPerSecond));
EnsureFinite(
frontAngleRadians,
nameof(frontAngleRadians));
EnsureFinite(
rearAngleRadians,
nameof(rearAngleRadians));
SpeedMetersPerSecond =
speedMetersPerSecond;
FrontAngleRadians =
frontAngleRadians;
RearAngleRadians =
rearAngleRadians;
}
/// <summary>
/// 获取准备交给底盘的有符号纵向速度,单位为m/s,正值表示前进。
/// </summary>
public double SpeedMetersPerSecond { get; }
/// <summary>
/// 获取前几何控制点相对车体X轴的目标方向,单位为rad,逆时针为正。
/// </summary>
public double FrontAngleRadians { get; }
/// <summary>
/// 获取后几何控制点相对车体X轴的目标方向,单位为rad,逆时针为正。
/// </summary>
public double RearAngleRadians { get; }
/// <summary>
/// 检查底盘中间命令是否为有限值。
/// </summary>
private static void EnsureFinite(
double value,
string parameterName)
{
if (double.IsNaN(value) ||
double.IsInfinity(value))
{
throw new ArgumentOutOfRangeException(
parameterName,
"GCP运动命令必须由有限值组成。");
}
}
}
}
+307
View File
@@ -0,0 +1,307 @@
using System;
namespace MultiWheelC.Control.Common
{
/// <summary>
/// 使用真实控制周期计算带积分限幅、输出限幅和抗饱和的通用有状态PID输出。
/// </summary>
public sealed class PidController
{
private double _integralState;
private double _previousError;
private double _previousMeasurement;
private bool _hasPreviousSample;
/// <summary>
/// 创建具有指定增益、积分输出限制和微分形式的PID控制器。
/// </summary>
public PidController(
double proportionalGain,
double integralGainPerSecond,
double derivativeGainSeconds,
double maximumIntegralOutput,
bool derivativeOnMeasurement = true)
{
EnsureFiniteNonNegative(
proportionalGain,
nameof(proportionalGain));
EnsureFiniteNonNegative(
integralGainPerSecond,
nameof(integralGainPerSecond));
EnsureFiniteNonNegative(
derivativeGainSeconds,
nameof(derivativeGainSeconds));
EnsureFiniteNonNegative(
maximumIntegralOutput,
nameof(maximumIntegralOutput));
ProportionalGain = proportionalGain;
IntegralGainPerSecond = integralGainPerSecond;
DerivativeGainSeconds = derivativeGainSeconds;
MaximumIntegralOutput = maximumIntegralOutput;
DerivativeOnMeasurement = derivativeOnMeasurement;
}
/// <summary>
/// 获取比例增益。
/// </summary>
public double ProportionalGain { get; }
/// <summary>
/// 获取积分增益,单位为1/s。
/// </summary>
public double IntegralGainPerSecond { get; }
/// <summary>
/// 获取微分增益,单位为s。
/// </summary>
public double DerivativeGainSeconds { get; }
/// <summary>
/// 获取积分项允许产生的最大输出绝对值。
/// </summary>
public double MaximumIntegralOutput { get; }
/// <summary>
/// 获取微分项是否作用于测量值,以避免设定值变化产生微分冲击。
/// </summary>
public bool DerivativeOnMeasurement { get; }
/// <summary>
/// 获取最近一次设定值减测量值的误差。
/// </summary>
public double LastError { get; private set; }
/// <summary>
/// 获取最近一次比例项输出。
/// </summary>
public double LastProportionalOutput { get; private set; }
/// <summary>
/// 获取最近一次积分项输出。
/// </summary>
public double LastIntegralOutput { get; private set; }
/// <summary>
/// 获取最近一次微分项输出。
/// </summary>
public double LastDerivativeOutput { get; private set; }
/// <summary>
/// 获取最近一次经过输出范围限制后的PID输出。
/// </summary>
public double LastOutput { get; private set; }
/// <summary>
/// 根据设定值、测量值、真实时间间隔和本周期输出范围更新PID。
/// </summary>
public double Update(
double setPoint,
double measurement,
double deltaTimeSeconds,
double minimumOutput,
double maximumOutput)
{
EnsureFinite(setPoint, nameof(setPoint));
EnsureFinite(measurement, nameof(measurement));
EnsureFinitePositive(
deltaTimeSeconds,
nameof(deltaTimeSeconds));
EnsureFinite(minimumOutput, nameof(minimumOutput));
EnsureFinite(maximumOutput, nameof(maximumOutput));
if (minimumOutput > maximumOutput)
{
throw new ArgumentOutOfRangeException(
nameof(minimumOutput),
"PID最小输出不能大于最大输出。");
}
var error = setPoint - measurement;
var proportionalOutput =
ProportionalGain * error;
var derivativeOutput = CalculateDerivativeOutput(
error,
measurement,
deltaTimeSeconds);
var candidateIntegralState =
_integralState +
error * deltaTimeSeconds;
var integralOutput = CalculateIntegralOutput(
candidateIntegralState);
// 同步截断积分状态本身,避免积分输出虽已限幅、内部状态仍继续增长。
candidateIntegralState =
IntegralGainPerSecond > 0.0 &&
MaximumIntegralOutput > 0.0
? integralOutput /
IntegralGainPerSecond
: 0.0;
var unlimitedOutput =
proportionalOutput +
integralOutput +
derivativeOutput;
var output = Clamp(
unlimitedOutput,
minimumOutput,
maximumOutput);
// 根据实际允许输出反算积分项,避免执行器饱和期间继续积累误差。
if (IntegralGainPerSecond > 0.0 &&
output != unlimitedOutput)
{
integralOutput = Clamp(
output -
proportionalOutput -
derivativeOutput,
-MaximumIntegralOutput,
MaximumIntegralOutput);
candidateIntegralState =
integralOutput /
IntegralGainPerSecond;
}
_integralState =
IntegralGainPerSecond > 0.0 &&
MaximumIntegralOutput > 0.0
? candidateIntegralState
: 0.0;
_previousError = error;
_previousMeasurement = measurement;
_hasPreviousSample = true;
LastError = error;
LastProportionalOutput = proportionalOutput;
LastIntegralOutput = integralOutput;
LastDerivativeOutput = derivativeOutput;
LastOutput = output;
return output;
}
/// <summary>
/// 清除积分、历史采样和最近一次PID诊断输出。
/// </summary>
public void Reset()
{
_integralState = 0.0;
_previousError = 0.0;
_previousMeasurement = 0.0;
_hasPreviousSample = false;
LastError = 0.0;
LastProportionalOutput = 0.0;
LastIntegralOutput = 0.0;
LastDerivativeOutput = 0.0;
LastOutput = 0.0;
}
/// <summary>
/// 使用测量值微分或误差微分计算本周期微分项输出。
/// </summary>
private double CalculateDerivativeOutput(
double error,
double measurement,
double deltaTimeSeconds)
{
if (!_hasPreviousSample ||
DerivativeGainSeconds <= 0.0)
{
return 0.0;
}
if (DerivativeOnMeasurement)
{
return -DerivativeGainSeconds *
(measurement - _previousMeasurement) /
deltaTimeSeconds;
}
return DerivativeGainSeconds *
(error - _previousError) /
deltaTimeSeconds;
}
/// <summary>
/// 根据积分状态计算经过绝对值限制的积分项输出。
/// </summary>
private double CalculateIntegralOutput(
double integralState)
{
if (IntegralGainPerSecond <= 0.0 ||
MaximumIntegralOutput <= 0.0)
{
return 0.0;
}
return Clamp(
IntegralGainPerSecond * integralState,
-MaximumIntegralOutput,
MaximumIntegralOutput);
}
/// <summary>
/// 将数值限制在指定闭区间内。
/// </summary>
private static double Clamp(
double value,
double minimum,
double maximum)
{
return Math.Max(
minimum,
Math.Min(maximum, value));
}
/// <summary>
/// 检查参数是否为正有限值。
/// </summary>
private static void EnsureFinitePositive(
double value,
string parameterName)
{
EnsureFinite(value, parameterName);
if (value <= 0.0)
{
throw new ArgumentOutOfRangeException(
parameterName,
"PID时间间隔必须是正有限值。");
}
}
/// <summary>
/// 检查参数是否为非负有限值。
/// </summary>
private static void EnsureFiniteNonNegative(
double value,
string parameterName)
{
EnsureFinite(value, parameterName);
if (value < 0.0)
{
throw new ArgumentOutOfRangeException(
parameterName,
"PID增益和积分输出限幅必须是非负有限值。");
}
}
/// <summary>
/// 检查参数是否为有限值。
/// </summary>
private static void EnsureFinite(
double value,
string parameterName)
{
if (double.IsNaN(value) ||
double.IsInfinity(value))
{
throw new ArgumentOutOfRangeException(
parameterName,
"PID参数和输入必须是有限值。");
}
}
}
}
@@ -0,0 +1,177 @@
using System;
using MultiWheelC.Control.Allocation;
using MyParking.Shared;
namespace MultiWheelC.Control.Execution
{
/// <summary>
/// 将SI单位的GCP运动命令安全转换为现有多舵轮底盘调用。
/// </summary>
public sealed class GcpCommandExecutor
{
private const double StopSpeedDeadbandMetersPerSecond =
1e-6;
private readonly MultiWheelChassisAdapter _chassisAdapter;
private double _lastFrontAngleRadians;
private double _lastRearAngleRadians;
/// <summary>
/// 创建绑定指定单车底盘适配器的GCP命令执行器。
/// </summary>
public GcpCommandExecutor(
MultiWheelChassisAdapter chassisAdapter,
double maximumGcpAngleRateRadiansPerSecond =
10.0 * Math.PI / 180.0)
{
_chassisAdapter = chassisAdapter ??
throw new ArgumentNullException(
nameof(chassisAdapter));
EnsureFinitePositive(
maximumGcpAngleRateRadiansPerSecond,
nameof(maximumGcpAngleRateRadiansPerSecond));
MaximumGcpAngleRateRadiansPerSecond =
maximumGcpAngleRateRadiansPerSecond;
}
/// <summary>
/// 获取执行器绑定的车辆编号。
/// </summary>
public int VehicleId =>
_chassisAdapter.VehicleId;
/// <summary>
/// 获取前后GCP目标角度允许的最大变化率,单位为rad/s。
/// </summary>
public double MaximumGcpAngleRateRadiansPerSecond { get; }
/// <summary>
/// 获取最近一次控制器请求的未限速GCP命令。
/// </summary>
public GcpMotionCommand? LastRequestedCommand { get; private set; }
/// <summary>
/// 获取最近一次经过GCP角速度限制后实际发送给底盘的命令。
/// </summary>
public GcpMotionCommand? LastSentCommand { get; private set; }
/// <summary>
/// 获取最近一次旧版底盘运动分解失败原因。
/// </summary>
public string LastFailureReason { get; private set; } =
string.Empty;
/// <summary>
/// 使用真实控制周期执行一条GCP命令,并在分解失败时保持停车。
/// </summary>
public bool Execute(
GcpMotionCommand command,
double deltaTimeSeconds)
{
EnsureFinitePositive(
deltaTimeSeconds,
nameof(deltaTimeSeconds));
LastRequestedCommand = command;
if (Math.Abs(command.SpeedMetersPerSecond) <=
StopSpeedDeadbandMetersPerSecond)
{
Stop();
LastSentCommand = new GcpMotionCommand(
0.0,
_lastFrontAngleRadians,
_lastRearAngleRadians);
return true;
}
var maximumAngleChangeRadians =
MaximumGcpAngleRateRadiansPerSecond *
deltaTimeSeconds;
_lastFrontAngleRadians = MoveTowards(
_lastFrontAngleRadians,
command.FrontAngleRadians,
maximumAngleChangeRadians);
_lastRearAngleRadians = MoveTowards(
_lastRearAngleRadians,
command.RearAngleRadians,
maximumAngleChangeRadians);
var limitedCommand = new GcpMotionCommand(
command.SpeedMetersPerSecond,
_lastFrontAngleRadians,
_lastRearAngleRadians);
LastSentCommand = limitedCommand;
var success = _chassisAdapter.SendGcpMotion(
limitedCommand.SpeedMetersPerSecond,
limitedCommand.FrontAngleRadians,
limitedCommand.RearAngleRadians,
TimeSpan.FromSeconds(deltaTimeSeconds));
LastFailureReason = success
? string.Empty
: BuildFailureReason();
return success;
}
/// <summary>
/// 立即清零底盘驱动速度并清除执行器失败状态。
/// </summary>
public void Stop()
{
_chassisAdapter.StopImmediately();
LastFailureReason = string.Empty;
}
/// <summary>
/// 以不超过指定单周期变化量的速度使当前值接近目标值。
/// </summary>
private static double MoveTowards(
double current,
double target,
double maximumChange)
{
var difference = target - current;
if (Math.Abs(difference) <= maximumChange)
{
return target;
}
return current +
Math.Sign(difference) *
maximumChange;
}
/// <summary>
/// 将底盘返回的空失败原因替换为可诊断的默认说明。
/// </summary>
private string BuildFailureReason()
{
return string.IsNullOrWhiteSpace(
_chassisAdapter.LastFailureReason)
? "旧版SendMotion未能完成GCP运动分解。"
: _chassisAdapter.LastFailureReason;
}
/// <summary>
/// 检查控制周期是否为正有限值且能够转换为TimeSpan。
/// </summary>
private static void EnsureFinitePositive(
double value,
string parameterName)
{
if (double.IsNaN(value) ||
double.IsInfinity(value) ||
value <= 0.0 ||
value > TimeSpan.MaxValue.TotalSeconds)
{
throw new ArgumentOutOfRangeException(
parameterName,
"GCP命令控制周期必须是TimeSpan可表示的正有限秒数。");
}
}
}
}
@@ -0,0 +1,551 @@
using System;
using MultiWheelC.Control.Abstractions;
using MultiWheelC.Control.Allocation;
using MultiWheelC.StateEstimation;
using MultiWheelC.Trajectory;
using MyParking.Shared;
namespace MultiWheelC.Control.Execution
{
/// <summary>
/// 表示新版停车机器人单周期轨迹控制的执行结果。
/// </summary>
public enum ParkingControlCycleResult
{
Inactive = 0,
CommandSent = 1,
Completed = 2,
StateUnavailable = 3,
Faulted = 4
}
/// <summary>
/// 组织状态读取、轨迹投影、横纵向控制、GCP分配和底盘命令执行。
/// </summary>
public sealed class ParkingGeometricController
{
private const double ZeroReferenceSpeedToleranceMetersPerSecond =
1e-6;
private const double StartupRegionMeters = 0.02;
private const double StartupPreviewDistanceMeters = 0.05;
private const double MaximumStartupSpeedMetersPerSecond = 0.08;
private readonly IVehicleStateProvider _stateProvider;
private readonly ILateralController _lateralController;
private readonly ILongitudinalController _longitudinalController;
private readonly GcpCommandAllocator _gcpAllocator;
private readonly GcpCommandExecutor _commandExecutor;
private Trajectory2D _trajectory;
/// <summary>
/// 创建具有终点判定和轨迹偏离保护的单车轨迹控制器。
/// </summary>
public ParkingGeometricController(
IVehicleStateProvider stateProvider,
ILateralController lateralController,
ILongitudinalController longitudinalController,
GcpCommandAllocator gcpAllocator,
GcpCommandExecutor commandExecutor,
double finishDistanceMeters = 0.04,
double finishSpeedMetersPerSecond = 0.02,
double finishHeadingToleranceRadians =
3.0 * Math.PI / 180.0,
double maximumDistanceToTrajectoryMeters = 0.30)
{
_stateProvider = stateProvider ??
throw new ArgumentNullException(
nameof(stateProvider));
_lateralController = lateralController ??
throw new ArgumentNullException(
nameof(lateralController));
_longitudinalController = longitudinalController ??
throw new ArgumentNullException(
nameof(longitudinalController));
_gcpAllocator = gcpAllocator ??
throw new ArgumentNullException(
nameof(gcpAllocator));
_commandExecutor = commandExecutor ??
throw new ArgumentNullException(
nameof(commandExecutor));
EnsureFinitePositive(
finishDistanceMeters,
nameof(finishDistanceMeters));
EnsureFiniteNonNegative(
finishSpeedMetersPerSecond,
nameof(finishSpeedMetersPerSecond));
EnsureFinitePositive(
finishHeadingToleranceRadians,
nameof(finishHeadingToleranceRadians));
EnsureFinitePositive(
maximumDistanceToTrajectoryMeters,
nameof(maximumDistanceToTrajectoryMeters));
FinishDistanceMeters = finishDistanceMeters;
FinishSpeedMetersPerSecond =
finishSpeedMetersPerSecond;
FinishHeadingToleranceRadians =
finishHeadingToleranceRadians;
MaximumDistanceToTrajectoryMeters =
maximumDistanceToTrajectoryMeters;
}
/// <summary>
/// 获取终点位置和剩余弧长允许的误差,单位为m。
/// </summary>
public double FinishDistanceMeters { get; }
/// <summary>
/// 获取判定轨迹执行完成时允许的最大实际线速度,单位为m/s。
/// </summary>
public double FinishSpeedMetersPerSecond { get; }
/// <summary>
/// 获取判定轨迹完成时允许的最大终点航向误差,单位为rad。
/// </summary>
public double FinishHeadingToleranceRadians { get; }
/// <summary>
/// 获取允许车辆偏离参考轨迹的最大距离,单位为m。
/// </summary>
public double MaximumDistanceToTrajectoryMeters { get; }
/// <summary>
/// 获取控制器当前是否持有并正在执行一条轨迹。
/// </summary>
public bool IsActive { get; private set; }
/// <summary>
/// 获取最近一次轨迹是否已经满足终点完成条件。
/// </summary>
public bool IsCompleted { get; private set; }
/// <summary>
/// 获取最近一次控制失败原因,正常时为空字符串。
/// </summary>
public string LastFailureReason { get; private set; } =
string.Empty;
/// <summary>
/// 获取最近一次控制异常,正常时为空。
/// </summary>
public Exception LastException { get; private set; }
/// <summary>
/// 获取最近一次有效车辆状态。
/// </summary>
public VehicleState? LastVehicleState { get; private set; }
/// <summary>
/// 获取最近一次车体中心到参考轨迹的投影结果。
/// </summary>
public TrajectoryProjection? LastProjection { get; private set; }
/// <summary>
/// 获取最近一次发送或准备发送的GCP运动命令。
/// </summary>
public GcpMotionCommand? LastCommand { get; private set; }
/// <summary>
/// 获取最近控制周期实际交给纵向控制器的参考速度,单位为m/s。
/// </summary>
public double? LastReferenceSpeedMetersPerSecond { get; private set; }
/// <summary>
/// 停止当前底盘并从起点开始执行指定二维轨迹。
/// </summary>
public void Start(Trajectory2D trajectory)
{
if (trajectory == null)
{
throw new ArgumentNullException(
nameof(trajectory));
}
StopAndResetControllers();
_trajectory = trajectory;
IsActive = true;
IsCompleted = false;
ClearDiagnostics();
}
/// <summary>
/// 读取本周期车辆状态并执行一次完整的轨迹跟踪控制计算。
/// </summary>
public ParkingControlCycleResult ExecuteCycle(
double deltaTimeSeconds)
{
EnsureFinitePositive(
deltaTimeSeconds,
nameof(deltaTimeSeconds));
if (!IsActive || _trajectory == null)
{
return ParkingControlCycleResult.Inactive;
}
try
{
if (!_stateProvider.TryGetState(
out var vehicleState))
{
StopForUnavailableState();
return ParkingControlCycleResult
.StateUnavailable;
}
LastVehicleState = vehicleState;
var projection = TrajectoryProjector.Project(
_trajectory,
vehicleState.PoseInWorld);
LastProjection = projection;
if (projection.DistanceToTrajectoryMeters >
MaximumDistanceToTrajectoryMeters)
{
return EnterFault(
"车辆距离参考轨迹" +
$"{projection.DistanceToTrajectoryMeters:F3}m" +
"超过允许值" +
$"{MaximumDistanceToTrajectoryMeters:F3}m。");
}
if (HasReachedEnd(
vehicleState,
projection))
{
CompleteTrajectory();
return ParkingControlCycleResult.Completed;
}
if (HasStoppedAtUnsatisfiedTerminal(
vehicleState,
projection,
out var terminalFailureReason))
{
return EnterFault(
terminalFailureReason);
}
var referenceSpeedMetersPerSecond =
ResolveReferenceSpeedForControl(
projection);
LastReferenceSpeedMetersPerSecond =
referenceSpeedMetersPerSecond;
var context = new PathTrackingContext(
vehicleState,
projection,
referenceSpeedMetersPerSecond,
deltaTimeSeconds);
var lateralCommand =
_lateralController.Compute(context);
var commandSpeedMetersPerSecond =
_longitudinalController
.ComputeSpeedMetersPerSecond(context);
var gcpCommand = _gcpAllocator.Allocate(
commandSpeedMetersPerSecond,
lateralCommand);
if (!_commandExecutor.Execute(
gcpCommand,
deltaTimeSeconds))
{
return EnterFault(
string.IsNullOrWhiteSpace(
_commandExecutor.LastFailureReason)
? "GCP底盘命令执行失败。"
: _commandExecutor.LastFailureReason);
}
LastCommand =
_commandExecutor.LastSentCommand;
LastFailureReason = string.Empty;
LastException = null;
return ParkingControlCycleResult.CommandSent;
}
catch (Exception exception)
{
return EnterFault(
"停车机器人轨迹控制周期异常:" +
exception.Message,
exception);
}
}
/// <summary>
/// 主动取消当前轨迹、立即停车并清除全部控制器状态。
/// </summary>
public void Cancel()
{
StopAndResetControllers();
_trajectory = null;
IsActive = false;
IsCompleted = false;
ClearDiagnostics();
}
/// <summary>
/// 在轨迹起点零速固定点处读取前方速度,并限制为低速起步命令。
/// </summary>
private double ResolveReferenceSpeedForControl(
TrajectoryProjection projection)
{
var currentReferenceSpeed =
projection.ReferencePoint
.ReferenceSpeedMetersPerSecond;
var requiresStartupRelease =
projection.ArcLengthMeters <=
StartupRegionMeters &&
projection.RemainingDistanceMeters >
FinishDistanceMeters &&
Math.Abs(currentReferenceSpeed) <=
ZeroReferenceSpeedToleranceMetersPerSecond;
if (!requiresStartupRelease)
{
return currentReferenceSpeed;
}
var previewArcLengthMeters = Math.Min(
_trajectory.TotalLengthMeters,
projection.ArcLengthMeters +
StartupPreviewDistanceMeters);
var previewReferenceSpeed =
_trajectory
.SampleAtArcLength(
previewArcLengthMeters)
.ReferenceSpeedMetersPerSecond;
if (Math.Abs(previewReferenceSpeed) <=
ZeroReferenceSpeedToleranceMetersPerSecond)
{
return 0.0;
}
return Math.Sign(previewReferenceSpeed) *
Math.Min(
Math.Abs(previewReferenceSpeed),
MaximumStartupSpeedMetersPerSecond);
}
/// <summary>
/// 根据终点距离、剩余弧长和实际线速度判断轨迹是否完成。
/// </summary>
private bool HasReachedEnd(
VehicleState vehicleState,
TrajectoryProjection projection)
{
if (!vehicleState.HasValidVelocityEstimate)
{
return false;
}
return projection.RemainingDistanceMeters <=
FinishDistanceMeters &&
CalculateDistanceToEndMeters(
vehicleState) <=
FinishDistanceMeters &&
CalculateHeadingErrorToEndRadians(
vehicleState) <=
FinishHeadingToleranceRadians &&
CalculateActualLinearSpeedMetersPerSecond(
vehicleState) <=
FinishSpeedMetersPerSecond;
}
/// <summary>
/// 检查车辆是否已在终点零速参考处停稳但最终位置或航向仍不合格。
/// </summary>
private bool HasStoppedAtUnsatisfiedTerminal(
VehicleState vehicleState,
TrajectoryProjection projection,
out string failureReason)
{
failureReason = string.Empty;
var isTerminalZeroSpeedReference =
projection.RemainingDistanceMeters <=
FinishDistanceMeters &&
Math.Abs(
projection.ReferencePoint
.ReferenceSpeedMetersPerSecond) <=
ZeroReferenceSpeedToleranceMetersPerSecond;
if (!isTerminalZeroSpeedReference ||
!vehicleState.HasValidVelocityEstimate ||
CalculateActualLinearSpeedMetersPerSecond(
vehicleState) >
FinishSpeedMetersPerSecond)
{
return false;
}
var positionErrorMeters =
CalculateDistanceToEndMeters(
vehicleState);
var headingErrorRadians =
CalculateHeadingErrorToEndRadians(
vehicleState);
failureReason =
"车辆已在终点零速参考处停稳,但终点精度不满足要求:" +
$"位置误差={positionErrorMeters:F3}m" +
"航向误差=" +
$"{AngleMath.RadiansToDegrees(headingErrorRadians):F2}°。";
return true;
}
/// <summary>
/// 计算实际车体中心到轨迹终点的欧氏距离,单位为m。
/// </summary>
private double CalculateDistanceToEndMeters(
VehicleState vehicleState)
{
var endPoint = _trajectory.EndPoint.PoseInWorld;
var deltaX =
vehicleState.PoseInWorld.XMeters -
endPoint.XMeters;
var deltaY =
vehicleState.PoseInWorld.YMeters -
endPoint.YMeters;
return Math.Sqrt(
deltaX * deltaX +
deltaY * deltaY);
}
/// <summary>
/// 计算实际车体航向到轨迹终点航向的最短角度误差绝对值,单位为rad。
/// </summary>
private double CalculateHeadingErrorToEndRadians(
VehicleState vehicleState)
{
return Math.Abs(
AngleMath.ShortestDifferenceRadians(
_trajectory.EndPoint
.PoseInWorld.YawRadians,
vehicleState
.PoseInWorld.YawRadians));
}
/// <summary>
/// 计算车体坐标系实际线速度的合速度绝对值,单位为m/s。
/// </summary>
private static double CalculateActualLinearSpeedMetersPerSecond(
VehicleState vehicleState)
{
return Math.Sqrt(
vehicleState.TwistInBody.VxMetersPerSecond *
vehicleState.TwistInBody.VxMetersPerSecond +
vehicleState.TwistInBody.VyMetersPerSecond *
vehicleState.TwistInBody.VyMetersPerSecond);
}
/// <summary>
/// 在状态暂不可用时停车并重置反馈控制器,同时保留轨迹等待下一周期恢复。
/// </summary>
private void StopForUnavailableState()
{
_commandExecutor.Stop();
_lateralController.Reset();
_longitudinalController.Reset();
LastCommand = null;
LastFailureReason =
"当前无法获得有效车辆状态,底盘已停车并等待定位恢复。";
LastException = null;
}
/// <summary>
/// 完成当前轨迹并停车,但保留最后状态和投影供实验记录读取。
/// </summary>
private void CompleteTrajectory()
{
StopAndResetControllers();
IsActive = false;
IsCompleted = true;
LastCommand = new GcpMotionCommand(
0.0,
0.0,
0.0);
LastFailureReason = string.Empty;
LastException = null;
}
/// <summary>
/// 发生不可继续的控制故障时停车、退出活动状态并保存诊断信息。
/// </summary>
private ParkingControlCycleResult EnterFault(
string reason,
Exception exception = null)
{
StopAndResetControllers();
IsActive = false;
IsCompleted = false;
LastCommand = null;
LastFailureReason = reason;
LastException = exception;
return ParkingControlCycleResult.Faulted;
}
/// <summary>
/// 立即停止底盘并清除横向和纵向控制器的跨周期状态。
/// </summary>
private void StopAndResetControllers()
{
_commandExecutor.Stop();
_lateralController.Reset();
_longitudinalController.Reset();
}
/// <summary>
/// 清除上一条轨迹留下的状态、命令和故障诊断信息。
/// </summary>
private void ClearDiagnostics()
{
LastVehicleState = null;
LastProjection = null;
LastCommand = null;
LastReferenceSpeedMetersPerSecond = null;
LastFailureReason = string.Empty;
LastException = null;
}
/// <summary>
/// 检查控制参数是否为正有限值。
/// </summary>
private static void EnsureFinitePositive(
double value,
string parameterName)
{
if (double.IsNaN(value) ||
double.IsInfinity(value) ||
value <= 0.0)
{
throw new ArgumentOutOfRangeException(
parameterName,
"轨迹控制器距离和周期参数必须是正有限值。");
}
}
/// <summary>
/// 检查控制参数是否为非负有限值。
/// </summary>
private static void EnsureFiniteNonNegative(
double value,
string parameterName)
{
if (double.IsNaN(value) ||
double.IsInfinity(value) ||
value < 0.0)
{
throw new ArgumentOutOfRangeException(
parameterName,
"轨迹控制器速度参数必须是非负有限值。");
}
}
}
}
@@ -0,0 +1,250 @@
using System;
using MultiWheelC.Control.Abstractions;
namespace MultiWheelC.Control.Lateral
{
/// <summary>
/// 将参考曲率、横向误差和航向误差分别转换为前、后GCP目标转角。
/// </summary>
public sealed class StanleyLateralController : ILateralController
{
/// <summary>
/// 创建使用指定GCP几何、Stanley增益和转角保护参数的横向控制器。
/// </summary>
public StanleyLateralController(
double controlPointRadiusMeters,
double crossTrackGainPerSecond,
double headingErrorGain,
double minimumSpeedMetersPerSecond,
bool useActualSpeedForGain = true,
double maximumCrossTrackCorrectionRadians =
10.0 * Math.PI / 180.0,
double maximumHeadingCorrectionRadians =
10.0 * Math.PI / 180.0)
{
EnsureFinitePositive(
controlPointRadiusMeters,
nameof(controlPointRadiusMeters));
EnsureFiniteNonNegative(
crossTrackGainPerSecond,
nameof(crossTrackGainPerSecond));
EnsureFiniteNonNegative(
headingErrorGain,
nameof(headingErrorGain));
EnsureFinitePositive(
minimumSpeedMetersPerSecond,
nameof(minimumSpeedMetersPerSecond));
EnsureFinitePositive(
maximumCrossTrackCorrectionRadians,
nameof(maximumCrossTrackCorrectionRadians));
EnsureFinitePositive(
maximumHeadingCorrectionRadians,
nameof(maximumHeadingCorrectionRadians));
ControlPointRadiusMeters = controlPointRadiusMeters;
CrossTrackGainPerSecond = crossTrackGainPerSecond;
HeadingErrorGain = headingErrorGain;
MinimumSpeedMetersPerSecond = minimumSpeedMetersPerSecond;
UseActualSpeedForGain = useActualSpeedForGain;
MaximumCrossTrackCorrectionRadians =
maximumCrossTrackCorrectionRadians;
MaximumHeadingCorrectionRadians =
maximumHeadingCorrectionRadians;
}
/// <summary>
/// 获取车体中心到前、后GCP的距离,单位为m。
/// </summary>
public double ControlPointRadiusMeters { get; }
/// <summary>
/// 获取横向误差增益,单位为1/s。
/// </summary>
public double CrossTrackGainPerSecond { get; }
/// <summary>
/// 获取航向误差的无量纲增益。
/// </summary>
public double HeadingErrorGain { get; }
/// <summary>
/// 获取Stanley分母使用的最小速度绝对值,单位为m/s。
/// </summary>
public double MinimumSpeedMetersPerSecond { get; }
/// <summary>
/// 获取是否优先使用当前状态源提供的实际纵向速度计算横向修正。
/// </summary>
public bool UseActualSpeedForGain { get; }
/// <summary>
/// 获取横向误差共同转角分量的最大绝对值,单位为rad。
/// </summary>
public double MaximumCrossTrackCorrectionRadians { get; }
/// <summary>
/// 获取航向误差差动转角分量的最大绝对值,单位为rad。
/// </summary>
public double MaximumHeadingCorrectionRadians { get; }
/// <summary>
/// 分别计算横向共同转角以及曲率和航向差动转角,并生成前后GCP命令。
/// </summary>
public LateralControlCommand Compute(
PathTrackingContext context)
{
var speedForGain = SelectSpeedForGain(context);
var speedMagnitude = Math.Max(
Math.Abs(speedForGain),
MinimumSpeedMetersPerSecond);
var travelDirection = SelectTravelDirection(context);
// 参考曲率决定前后反向的差动转角,使无跟踪误差时也能沿曲线行驶。
var feedforwardAngleRadians = Math.Atan(
context.ReferenceCurvaturePerMeter *
ControlPointRadiusMeters);
// 横向误差生成前后同向的共同转角,使四舵轮车辆平稳靠近轨迹。
var crossTrackCorrectionRadians =
ClampSymmetric(
Math.Atan(
CrossTrackGainPerSecond *
context.LateralErrorMeters /
speedMagnitude),
MaximumCrossTrackCorrectionRadians);
// 航向误差生成前后反向的差动转角,只负责调整车身朝向。
var headingCorrectionRadians =
ClampSymmetric(
HeadingErrorGain *
context.HeadingErrorRadians,
MaximumHeadingCorrectionRadians);
var commonAngleRadians =
travelDirection *
crossTrackCorrectionRadians;
var differentialAngleRadians =
feedforwardAngleRadians +
travelDirection *
headingCorrectionRadians;
return new LateralControlCommand(
commonAngleRadians +
differentialAngleRadians,
commonAngleRadians -
differentialAngleRadians);
}
/// <summary>
/// 清除横向控制器状态;当前Stanley实现没有跨周期状态。
/// </summary>
public void Reset()
{
}
/// <summary>
/// 选择Stanley横向误差项使用的实际速度或参考速度。
/// </summary>
private double SelectSpeedForGain(
PathTrackingContext context)
{
if (UseActualSpeedForGain &&
context.HasValidVelocityEstimate)
{
return context
.ActualLongitudinalSpeedMetersPerSecond;
}
return context.ReferenceSpeedMetersPerSecond;
}
/// <summary>
/// 根据有符号参考速度确定前进或倒车时的反馈修正方向。
/// </summary>
private static double SelectTravelDirection(
PathTrackingContext context)
{
const double directionDeadbandMetersPerSecond = 1e-6;
if (Math.Abs(context.ReferenceSpeedMetersPerSecond) >
directionDeadbandMetersPerSecond)
{
return Math.Sign(
context.ReferenceSpeedMetersPerSecond);
}
if (context.HasValidVelocityEstimate &&
Math.Abs(
context.ActualLongitudinalSpeedMetersPerSecond) >
directionDeadbandMetersPerSecond)
{
return Math.Sign(
context.ActualLongitudinalSpeedMetersPerSecond);
}
return 1.0;
}
/// <summary>
/// 将数值按正负对称方式限制在指定绝对值内。
/// </summary>
private static double ClampSymmetric(
double value,
double maximumAbsoluteValue)
{
return Math.Max(
-maximumAbsoluteValue,
Math.Min(maximumAbsoluteValue, value));
}
/// <summary>
/// 检查控制参数是否为正有限值。
/// </summary>
private static void EnsureFinitePositive(
double value,
string parameterName)
{
EnsureFinite(value, parameterName);
if (value <= 0.0)
{
throw new ArgumentOutOfRangeException(
parameterName,
"Stanley控制器的几何尺寸、速度和角度限制必须是正有限值。");
}
}
/// <summary>
/// 检查控制增益是否为非负有限值。
/// </summary>
private static void EnsureFiniteNonNegative(
double value,
string parameterName)
{
EnsureFinite(value, parameterName);
if (value < 0.0)
{
throw new ArgumentOutOfRangeException(
parameterName,
"Stanley控制增益必须是非负有限值。");
}
}
/// <summary>
/// 检查控制参数是否为有限值。
/// </summary>
private static void EnsureFinite(
double value,
string parameterName)
{
if (double.IsNaN(value) ||
double.IsInfinity(value))
{
throw new ArgumentOutOfRangeException(
parameterName,
"Stanley控制参数必须是有限值。");
}
}
}
}
@@ -0,0 +1,224 @@
using System;
using MultiWheelC.Control.Abstractions;
using MultiWheelC.Control.Common;
namespace MultiWheelC.Control.Longitudinal
{
/// <summary>
/// 将轨迹参考速度前馈与通用PID速度反馈组合为有符号底盘命令速度。
/// </summary>
public sealed class PidLongitudinalController
: ILongitudinalController
{
private const double ReferenceStopDeadbandMetersPerSecond =
1e-6;
private readonly PidController _feedbackPid;
/// <summary>
/// 创建具有积分抗饱和和命令速度限幅的纵向速度外环。
/// </summary>
public PidLongitudinalController(
double proportionalGain,
double integralGainPerSecond,
double derivativeGainSeconds,
double maximumIntegralCorrectionMetersPerSecond,
double maximumCommandSpeedMetersPerSecond,
double speedErrorDeadbandMetersPerSecond = 0.025)
{
EnsureFinitePositive(
maximumCommandSpeedMetersPerSecond,
nameof(maximumCommandSpeedMetersPerSecond));
EnsureFiniteNonNegative(
speedErrorDeadbandMetersPerSecond,
nameof(speedErrorDeadbandMetersPerSecond));
_feedbackPid = new PidController(
proportionalGain,
integralGainPerSecond,
derivativeGainSeconds,
maximumIntegralCorrectionMetersPerSecond,
derivativeOnMeasurement: true);
MaximumCommandSpeedMetersPerSecond =
maximumCommandSpeedMetersPerSecond;
SpeedErrorDeadbandMetersPerSecond =
speedErrorDeadbandMetersPerSecond;
}
/// <summary>
/// 获取负责计算速度误差修正量的通用PID控制器。
/// </summary>
public PidController FeedbackPid => _feedbackPid;
/// <summary>
/// 获取底盘命令速度的最大绝对值,单位为m/s。
/// </summary>
public double MaximumCommandSpeedMetersPerSecond { get; }
/// <summary>
/// 获取不触发纵向PID修正的速度误差死区,单位为m/s。
/// </summary>
public double SpeedErrorDeadbandMetersPerSecond { get; }
/// <summary>
/// 获取最近一次有效控制周期的参考速度减实际速度,单位为m/s。
/// </summary>
public double LastSpeedErrorMetersPerSecond =>
_feedbackPid.LastError;
/// <summary>
/// 获取最近一次比例项产生的速度修正,单位为m/s。
/// </summary>
public double LastProportionalCorrectionMetersPerSecond =>
_feedbackPid.LastProportionalOutput;
/// <summary>
/// 获取最近一次积分项产生的速度修正,单位为m/s。
/// </summary>
public double LastIntegralCorrectionMetersPerSecond =>
_feedbackPid.LastIntegralOutput;
/// <summary>
/// 获取最近一次微分项产生的速度修正,单位为m/s。
/// </summary>
public double LastDerivativeCorrectionMetersPerSecond =>
_feedbackPid.LastDerivativeOutput;
/// <summary>
/// 根据轨迹参考速度和Detour实际纵向速度计算底盘命令速度。
/// </summary>
public double ComputeSpeedMetersPerSecond(
PathTrackingContext context)
{
var referenceSpeedMetersPerSecond =
context.ReferenceSpeedMetersPerSecond;
// 轨迹明确要求停车时直接输出零,防止速度反馈使车辆在终点反向纠偏。
if (Math.Abs(referenceSpeedMetersPerSecond) <=
ReferenceStopDeadbandMetersPerSecond)
{
Reset();
return 0.0;
}
// 定位速度尚不可用时只透传参考速度,不使用无效反馈更新PID状态。
if (!context.HasValidVelocityEstimate)
{
Reset();
return LimitReferenceSpeed(
referenceSpeedMetersPerSecond);
}
var speedErrorMetersPerSecond =
referenceSpeedMetersPerSecond -
context.ActualLongitudinalSpeedMetersPerSecond;
// Detour差分速度在参考速度附近会有小幅波动;死区内只使用速度前馈,
// 同时清除PID历史,避免噪声持续积累后产生突发修正。
if (Math.Abs(speedErrorMetersPerSecond) <=
SpeedErrorDeadbandMetersPerSecond)
{
Reset();
return LimitReferenceSpeed(
referenceSpeedMetersPerSecond);
}
GetCorrectionOutputRange(
referenceSpeedMetersPerSecond,
out var minimumCorrectionMetersPerSecond,
out var maximumCorrectionMetersPerSecond);
var correctionMetersPerSecond =
_feedbackPid.Update(
referenceSpeedMetersPerSecond,
context
.ActualLongitudinalSpeedMetersPerSecond,
context.DeltaTimeSeconds,
minimumCorrectionMetersPerSecond,
maximumCorrectionMetersPerSecond);
return referenceSpeedMetersPerSecond +
correctionMetersPerSecond;
}
/// <summary>
/// 清除纵向速度外环的积分、历史测量值和诊断输出。
/// </summary>
public void Reset()
{
_feedbackPid.Reset();
}
/// <summary>
/// 根据参考行驶方向计算PID修正量允许使用的动态输出范围。
/// </summary>
private void GetCorrectionOutputRange(
double referenceSpeedMetersPerSecond,
out double minimumCorrectionMetersPerSecond,
out double maximumCorrectionMetersPerSecond)
{
if (referenceSpeedMetersPerSecond > 0.0)
{
minimumCorrectionMetersPerSecond =
-referenceSpeedMetersPerSecond;
maximumCorrectionMetersPerSecond =
MaximumCommandSpeedMetersPerSecond -
referenceSpeedMetersPerSecond;
return;
}
minimumCorrectionMetersPerSecond =
-MaximumCommandSpeedMetersPerSecond -
referenceSpeedMetersPerSecond;
maximumCorrectionMetersPerSecond =
-referenceSpeedMetersPerSecond;
}
/// <summary>
/// 在没有有效速度反馈时限制参考速度的绝对值。
/// </summary>
private double LimitReferenceSpeed(
double referenceSpeedMetersPerSecond)
{
return Math.Max(
-MaximumCommandSpeedMetersPerSecond,
Math.Min(
MaximumCommandSpeedMetersPerSecond,
referenceSpeedMetersPerSecond));
}
/// <summary>
/// 检查最大命令速度是否为正有限值。
/// </summary>
private static void EnsureFinitePositive(
double value,
string parameterName)
{
if (double.IsNaN(value) ||
double.IsInfinity(value) ||
value <= 0.0)
{
throw new ArgumentOutOfRangeException(
parameterName,
"纵向控制器最大命令速度必须是正有限值。");
}
}
/// <summary>
/// 检查速度误差死区是否为非负有限值。
/// </summary>
private static void EnsureFiniteNonNegative(
double value,
string parameterName)
{
if (double.IsNaN(value) ||
double.IsInfinity(value) ||
value < 0.0)
{
throw new ArgumentOutOfRangeException(
parameterName,
"纵向控制器速度误差死区必须是非负有限值。");
}
}
}
}