docs: explain full-direction EM observation
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# EM Planner 轨迹规划
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`EMPlanner` 位于空间路径之后,针对一个已验证的前进或倒车方向段生成带时间、速度、曲率和终端语义的不可变 `EmTrajectory`。它执行静态走廊构建、LS 横向优化、ST 纵向优化、轨迹装配和独立世界空间复核;不读取 UI、定位、轮速、硬件、系统时钟或当前工作目录。
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`EMPlanner` 位于空间路径之后,针对一个已验证的前进或倒车方向段生成带时间、速度、曲率和终端语义的不可变 `EmTrajectory`。它执行静态走廊构建、LS 横向优化、ST 纵向优化、轨迹装配和独立世界空间复核,并显式支持 `FullDirectionSegment` 与 `RollingHorizon` 两种规划范围;不读取 UI、定位、轮速、硬件、系统时钟或当前工作目录。
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```text
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PlanningGridMap -> Hybrid A* CoarsePath -> Local G2 PathSmoothing
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@@ -32,7 +32,7 @@ EMPlanner/
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├── README.md
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├── Configuration/
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│ ├── EmPlannerConfiguration.cs # 不可变快照前的配置根与默认值
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│ ├── SchedulingConfiguration.cs # 0.20 s 重规划、6 s / 5 m 视界和输出时间步长
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│ ├── SchedulingConfiguration.cs # 0.20 s 重规划、滚动视窗、自适应 knot/发布上限和输出时间步长
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│ ├── CorridorConfiguration.cs # 走廊采样、偏移和净空
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│ ├── FrenetConfiguration.cs # 投影距离、分母和边界锚点容差
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│ ├── LateralConfiguration.cs / LateralWeights.cs
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@@ -94,6 +94,9 @@ LS 的变量是 `l`、`dl`、`ddl` 和区间 `dddl`;它对静态走廊、导
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| 静态走廊、LS、ST 或停车条件不可行 | `CorridorInfeasible`、`LateralInfeasible`、`LongitudinalInfeasible`、`StoppingDistanceInsufficient` | 空 | 不发布;由上层决定重试、停车或重新选路 |
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| 求解器不可用、超时、取消或发布复核失败 | `SolverUnavailable`、`SolverTimedOut`、`Cancelled`、`ValidationFailed`、`Failed` | 空 | 读取 `FailureReason`;不得使用中间轨迹 |
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| 已被更新周期替代 | `Superseded` | 空 | 由滚动协调器忽略旧结果 |
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| 完整方向段无有效进度 | `NoProgress` | 空 | 不发布;仅真实终点容差内或受监督停车保持观察可合法零进度 |
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| 完整方向段终端位姿超差 | `TerminalPoseMismatch` | 空 | 不发布;位置误差超过 `0.03 m` 或归一化 yaw 误差超过 `5°` |
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| 自适应 knots 或发布样本超限 | `FullSegmentResourceLimitExceeded` | 空 | 不发布;不得截断轨迹或回退滚动模式 |
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`FailureReason` 始终以 `map=...;reference=...;state=...;previous=...;segment=...` 开头,供调用方追踪地图、参考路径、状态、上一轨迹和方向段绑定。
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@@ -144,7 +147,8 @@ var request = new EmPlanningRequest(
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segmentIndex: 0, previousTrajectory: null,
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requestedAtUtc: capturedAt, effectiveAtUtc: capturedAt,
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outputTrajectoryId: "trajectory-42", referencePathId: "path-17", previousTrajectoryId: "",
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motionModel: EmMotionModel.NonholonomicForwardReverse);
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motionModel: EmMotionModel.NonholonomicForwardReverse,
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planningScope: EmPlanningScope.FullDirectionSegment);
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EmPlanningResult result = service.Plan(request, CancellationToken.None);
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if (result.Status != EmPlanningStatus.Success && result.Status != EmPlanningStatus.SuccessWithFallback)
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@@ -153,13 +157,21 @@ if (result.Status != EmPlanningStatus.Success && result.Status != EmPlanningStat
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EmTrajectory trajectory = result.Trajectory;
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```
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## Rolling longitudinal planning semantics
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## 规划范围:FullDirectionSegment 与 RollingHorizon
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`DistanceHorizonMeters` controls the L-S reference window. `TimeHorizonSeconds` controls the S-T output duration.
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Only a real `Goal` or `GearSwitchApproach` boundary may require an exact zero-speed terminal. `RollingContinuation`
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and `ApproachStopBoundary` may publish nonzero terminal speed; they do not add a synthetic zero-speed hold tail.
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`ExactStopAtBoundary` instead includes a real boundary anchor and a stationary S/U/A stabilization interval inside the
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QP horizon. `ZeroSpeedHoldSeconds`, when configured, is appended only after that QP horizon.
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`EmPlanningRequest.PlanningScope` 显式选择一次 `Plan` 的边界语义;MovementTest 默认使用 `FullDirectionSegment`。
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### FullDirectionSegment
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- 对完整活动方向段做一次优化;`s_end` 来自已选 Local G2 的实际 `PathS`,`T_end` 由可行加速度、巡航、jerk 限速停止和零速 hold 推导,不依赖旧的距离/时间截断窗口。
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- 前进期望/硬上限为 `1.0 m/s`,倒车期望/硬上限为 `0.5 m/s`。
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- 成功终端必须停止,世界位置误差不超过 `0.03 m`,归一化 yaw 误差不超过 `5°`(约 `0.0873 rad`)。
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- `NoProgress`、`TerminalPoseMismatch`、`FullSegmentResourceLimitExceeded` 失败均返回空轨迹,不降级为滚动或截断发布。
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- `DistanceHorizonMeters` 与 `TimeHorizonSeconds` 作为兼容字段保留,但不用于截断 full 模式。
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### RollingHorizon
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`DistanceHorizonMeters` 控制 L-S 参考窗口,`TimeHorizonSeconds` 控制 S-T 输出时长。只有真实 `Goal` 或换向边界要求 `ExactStopAtBoundary` 零速终端;`RollingContinuation` 与 `ApproachStopBoundary` 可发布非零末端速度,不追加合成零速 hold tail。`ExactStopAtBoundary` 包含真实边界锚点和 QP 视界内的静止稳定区间,`ZeroSpeedHoldSeconds` 只在 QP 视界之后追加。
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该服务不负责周期调用、版本淘汰、轨迹采样或控制命令。需要滚动运行时,将成功结果交给 [TrajectoryExecution](../TrajectoryExecution/README.md),并由调用方管理状态捕获和周期。
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@@ -167,13 +179,13 @@ QP horizon. `ZeroSpeedHoldSeconds`, when configured, is appended only after that
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### 第 1 步:冻结一致的请求快照
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`EmPlanningRequest` 必须包含同一版本的 `PathSmoothingResult` 和 `PlanningGridMap`、当前 `VehicleParameters`、不可变 `VehicleMotionState`、完整 `EmPlannerConfiguration`、方向段索引、时间、ID 和运动模型。不要在 `Plan` 进行期间修改这些对象或从 UI/硬件重新读取值。
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`EmPlanningRequest` 必须包含同一版本的 `PathSmoothingResult` 和 `PlanningGridMap`、当前 `VehicleParameters`、不可变 `VehicleMotionState`、完整 `EmPlannerConfiguration`、方向段索引、时间、ID、运动模型和 `PlanningScope`。不要在 `Plan` 进行期间修改这些对象或从 UI/硬件重新读取值。
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车辆状态中的速度带有符号:正数表示前进,负数表示倒车;速度接近配置的停车容差时按停车处理。`SequenceId`、地图快照 ID、参考路径 ID 和上一轨迹 ID 是诊断及滚动执行身份的一部分。
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### 第 2 步:选择方向段与规划终端
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一次请求只选择一个平滑路径方向段。服务从状态投影处开始,按配置的 `6.0 s` / `5.0 m` 视界选择精确终端:未到方向段边界时为 `RollingSafetyStop`,到换向边界前为 `GearSwitch`,最终段终点为 `Goal`。成功轨迹在终端精确停车,并以 `0.05 s` 间隔提供 `0.20 s` 同姿态、零速度 hold tail。
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一次请求只选择一个平滑路径方向段,并显式传入 `EmPlanningScope`。`FullDirectionSegment` 从状态投影处规划到该方向段真实终点(`GearSwitch` 或 `Goal`),`s_end` 取自 Local G2 实际 `PathS`,`T_end` 由可行加速度/巡航/停止包络推导,不再以 `TimeHorizonSeconds` 或 `DistanceHorizonMeters` 截断。`RollingHorizon` 才使用 legacy 视界选择 `RollingSafetyStop`、`GearSwitch` 或 `Goal`;精确停车边界成功后提供同姿态、零速度 hold tail。
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上一条轨迹仅能作为同方向、同方向段、位于当前视界内的 Frenet 种子。种子用于保持横向连续性,不能让规划跨过换向边界或绕过静态走廊连通性检查。
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@@ -1,14 +1,27 @@
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# EM trajectory observation MovementTest
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`TrajectoryObservationMovementTest` is an observe-only host for the real MDCS localization and chassis-speed read
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interfaces. It bootstraps the coarse path and Local G2 reference once, repeatedly plans EM trajectories, samples the
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latest published trajectory, and draws the world, L-S, and T-S/T-V layers. It does not drive, steer, brake, change gear,
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or invoke a geometric vehicle controller.
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interfaces. It bootstraps the coarse path and Local G2 reference once, requests one frozen full-direction-segment EM
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plan per active direction segment by default, samples the latest published trajectory, and draws the world, LS, and ST
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layers. It does not drive, steer, brake, change gear, or invoke a geometric vehicle controller.
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Every runtime status contains `OBSERVE_ONLY: no chassis command is sent.` Treat the displayed control command as a
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diagnostic prediction only. Goal and rolling-safety-stop commands are logged, never applied to hardware. At the end of a
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gear-switch trajectory, the observer remains on direction segment `0` and waits for real direction confirmation; it does
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not create or dispatch a direction-change action.
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gear-switch trajectory, the observer remains on the current direction segment and waits for real direction confirmation;
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it does not create or dispatch a direction-change action.
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## FullDirectionSegment observation (default)
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`UseFullDirectionSegmentPlanning=true` maps to `EmPlanningScope.FullDirectionSegment`. MovementTest performs one frozen
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optimization for the complete remaining active direction segment, then republishes that trajectory with fresh observation
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state until the real direction boundary is confirmed and the next segment becomes active. `s_end` is the actual Local G2
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`PathS` at the active segment boundary; `T_end` is derived from the feasible acceleration, cruise, jerk-limited stopping,
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and zero-speed hold behavior instead of being forced by a legacy time horizon.
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`DistanceHorizonMeters` and `TimeHorizonSeconds` are rolling-compatible fields and do not truncate full mode. Forward
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desired/hard maximum speed is `1.0 m/s`; reverse desired/hard maximum speed is `0.5 m/s`. A successful real boundary
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requires a terminal stop plus world-position error no greater than `0.03 m` and normalized yaw error no greater than
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`5 deg` (`5 * PI / 180 rad`).
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## Rolling trajectory observation
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@@ -18,39 +31,44 @@ single S-T output duration. Only a real Goal or gear-switch boundary may publish
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## Configuration
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| Field | Unit | Default | Meaning |
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| Field | Unit | MovementTest UI default | Meaning |
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| --- | --- | ---: | --- |
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| `GoalXmm` | world mm | `NaN` | Goal X. If X or Y is not finite, the host prompts for X, Y, and yaw. |
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| `GoalYmm` | world mm | `NaN` | Goal Y. |
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| `GoalYawDeg` | world deg | `0` | Goal heading. |
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| `MapPaddingMeters` | m | `2.0` | Padding added on all sides of the start/goal bounds. |
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| `MapResolutionMm` | mm | `50` | Local occupancy-grid resolution. |
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| `ReplanPeriodSeconds` | s | `0.20` | Minimum interval between EM planning cycles. |
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| `UseFullDirectionSegmentPlanning` | bool | `true` | Selects `FullDirectionSegment`; set `false` for legacy `RollingHorizon`. |
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| `ReplanPeriodSeconds` | s | `0.20` | Minimum interval between EM planning cycles in rolling scope. |
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| `ObserverPeriodSeconds` | s | `0.05` | Live-state sampling and redraw interval. |
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| `SolverTimeoutSeconds` | s | `5.0` | EM solver timeout frozen for the session. |
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| `MaximumOsqpIterations` | iterations | `100000` | OSQP iteration limit frozen for the session. |
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| `TimeHorizonSeconds` | s | `2.0` | Single ST trajectory horizon, not the observer period. |
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| `TimeHorizonSeconds` | s | `20.0` | Rolling-only ST trajectory horizon, not the observer period; full mode derives `T_end` instead. |
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| `OutputTimeStepSeconds` | s | `0.10` | Published trajectory timestamp spacing. |
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| `VehicleLengthMeters` | m | `0.80` | Vehicle envelope length supplied to coarse, smoothing, and EM planning. |
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| `VehicleWidthMeters` | m | `0.60` | Vehicle envelope width supplied to planning. |
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| `SafetyMarginMeters` | m | `0.05` | Additional planning clearance outside the vehicle envelope. |
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| `MaximumCurvaturePerMeter` | 1/m | `1 / 1.20` | Maximum allowed vehicle curvature (about `0.8333 1/m`). |
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| `EnableWebVisualization` | bool | `false` | Enables the local web dashboard session. |
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| `EnableWebVisualization` | bool | `true` | Enables the primary local web dashboard session. |
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| `AutoOpenWebVisualization` | bool | `true` | Opens the tokenized local dashboard URI when web output is enabled. |
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| `WebVisualizationPort` | port | `0` | `0` selects an ephemeral port; otherwise use `1024` through `65535`. |
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| `WebRefreshRateHz` | Hz | `10` | Maximum dynamic web snapshot publication rate. |
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| `VisualizationHistoryCycleLimit` | cycles | `60` | Bounded web history length. |
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| `EnableNativePainterVisualization` | bool | `false` | Enables the optional native Painter fallback. |
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| `EnableNativePainterVisualization` | bool | `true` | Enables optional native Painter audit windows; disable unless explicitly reviewed. |
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| `DirectionConfirmationSpeedMetersPerSecond` | m/s | `0.02` | Minimum signed-speed magnitude used to confirm the next direction. |
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| `DirectionConfirmationSamples` | samples | `3` | Strictly increasing matching-direction samples required after the stop hold. |
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| `GearSwitchProjectionToleranceMeters` | m | `0.50` | Maximum switch-point projection distance for both adjacent segments. |
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| `GearSwitchStopHoldSeconds` | s | `0.20` | Continuous real-stop duration required before direction samples count. |
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The four vehicle fields are public editable MovementTest inputs. They, the map/timing fields, goal, and manual obstacles
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are validated and copied into a frozen input snapshot before the background session starts. Later edits cannot change an
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active session. The live pose and actual longitudinal speed are then read once per observer tick.
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EM planning runs asynchronously with at most one planning cycle in flight. Every observer tick still captures fresh
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state, samples the currently published trajectory, redraws all three layers, and emits a session-guarded status; a slow
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`TrajectoryObservationSettings` contract defaults are `PlanningScope=FullDirectionSegment`,
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`TimeHorizonSeconds=2.0`, `EnableWebVisualization=true`, and `EnableNativePainterVisualization=false`; the MovementTest
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UI currently exposes the values above. All public fields are validated and copied into a frozen input snapshot before
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the background session starts. Later edits cannot change an active session. The live pose and actual longitudinal speed
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are then read once per observer tick.
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In full scope, EM planning runs once per active segment with one attempt in flight. In rolling scope, EM planning
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respects `ReplanPeriodSeconds` with at most one planning cycle in flight. Every observer tick still captures fresh
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state, samples the currently published trajectory, redraws all layers, and emits a session-guarded status; a slow
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planner therefore does not reduce the configured observation cadence.
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## Manual obstacles
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@@ -84,14 +102,20 @@ for driving and has no driving capability; any future execution mode requires a
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网页默认以 `10 Hz` 发布不可变动态快照,网页关闭、断开或慢客户端只会丢弃网页帧,绝不会阻塞、序列化等待或改变
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规划周期。
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`EnableNativePainterVisualization=true` 才会为本会话创建 `TrajectoryObserver.World`、`LS`、`ST` Painter;默认关闭。
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网页与 Painter 可以同时开启,也可全部关闭:全部关闭时仍保留 `OBSERVE_ONLY` 规划、控制台和 UI 状态。网页的启动、
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快照或服务出现异常时会只记录一次中文诊断并熔断本次网页输出,不自动循环重启,也不会停止规划观察。
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`EnableNativePainterVisualization=true` 才会为本会话创建 `TrajectoryObserver.World`、`LS`、`ST` Painter。网页是主
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观察界面,Painter 仅作为可选的正确性/审计输出;受监督车辆清单执行前应显式关闭 Painter,除非另行审查。网页与
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Painter 可以同时开启,也可全部关闭:全部关闭时仍保留 `OBSERVE_ONLY` 规划、控制台和 UI 状态。网页的启动、快照或
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服务出现异常时会只记录一次中文诊断并熔断本次网页输出,不自动循环重启,也不会停止规划观察。
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网页采用中文说明配合科研绘图约定:白底、细灰网格和细曲线;当前轨迹为蓝色实线,上一轮为灰色虚线,换向与交接点
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为橙色,红色仅表示实际越界或失败。路径总览把已完成方向段画为灰色细实线、活动段画为蓝色细实线、未来段画为浅灰
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虚线,并以深蓝覆盖当前规划视界。页面的 `ReferenceS (m)` 是将轨迹投影到**完整活动方向段**后的共享参考站;
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`PathS (m)` 是每轮 ST 求解使用、从该轮局部起点累计的实际路径弧长,二者不可互相替代或跨轮直接相减。
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`PathS (m)` 是 ST 求解使用、从该段局部起点累计的实际路径弧长,二者不可互相替代或跨段直接相减。
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所有图表轴标签与单位由实际快照提供:世界 `X/Y (m)`、`ReferenceS (m)`、`PathS (m)`、`t (s)`、`l (m)`、
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`v (m/s)`、`a (m/s²)`、`j (m/s³)`、`κ (m⁻¹)`、`ω (rad/s)`。`ls` 的横轴是 `ReferenceS (m)`、纵轴是 `l (m)`;
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`st` 的横轴是 `t (s)`、纵轴是 `PathS (m)`。每张图支持鼠标滚轮以指针为中心缩放、拖拽框选局部放大、`重置视图`
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与 `全屏`;这些操作只改变本地视口,不修改原始快照,也不向规划器发送参数。
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运动学页中 `j[i]` 仅表示真实区间 `[tᵢ, tᵢ₊₁)`,所以 jerk 只有 `N-1` 个样本;末点之后没有虚构的 `j=0`。
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状态页将滚动续航、接近停车边界和精确停车边界分别标为 `RollingContinuation`、
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@@ -113,6 +137,8 @@ Before starting:
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cannot be read.
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3. Set a finite goal X/Y/yaw (or be ready to enter them when prompted), then enter zero to twenty manual obstacles.
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Each obstacle must remain inside the configured start/goal rectangle plus map padding.
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4. Keep `EnableWebVisualization=true` and set `EnableNativePainterVisualization=false` unless the Painter audit output is
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explicitly required and reviewed for this vehicle session.
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To start, select the entry in the vehicle UI and start the MovementTest. Confirm the status begins with
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`OBSERVE_ONLY: no chassis command is sent.`, then review the bootstrap status and the
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@@ -22,7 +22,7 @@ visualization.Stop();
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`Start` 只传输一次静态快照。`Publish` 只校验并以原子交换写入最新动态帧,绝不序列化、等待 socket、浏览器或绘图;旧帧会被丢弃,因此最新帧槽的 **capacity 1** 是有意的。默认刷新率为 **10 Hz**,周期摘要默认保留 60 条;完整轨迹只属于当前最新帧和调用方快照,不进入历史。
|
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|
||||
重复 `Start` 会返回已有会话信息;重复 `Stop` 安全。正常 `Stop` 最多尝试 100 ms 发送 `event: end`(“会话已结束”),之后关闭 SSE 和监听端口。
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重复 `Start` 会返回已有会话信息;重复 `Stop` 安全。正常 `Stop` 最多尝试 100 ms 发送 `event: end`(“会话已结束”),之后关闭 SSE 和监听端口。关闭或断开浏览器只会丢弃网页帧,不会停止宿主观察;由 MovementTest/宿主在停止时统一回收 HTTP/SSE、端口和可选 Painter。
|
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|
||||
## 路由与性能模型
|
||||
|
||||
@@ -37,8 +37,21 @@ visualization.Stop();
|
||||
|
||||
页面包含“路径总览”、“LS / ST”、“曲率与运动学”和“周期历史与生效配置”四个页签。八个稳定 chart ID 为 `ls`、`st`、`curvature-s`、`curvature-t`、`velocity-t`、`acceleration-t`、`jerk-t`、`yaw-rate-t`。说明文本为中文;轴标签保留输入快照提供的科学变量、数学符号和 SI 单位。
|
||||
|
||||
`ls` 的横轴是活动方向段的 `ReferenceS (m)`,`st` 的横轴是每轮局部 `PathS (m)`;两者不混用。jerk 的 `j[i]` 仅表示真实区间 `[tᵢ,tᵢ₊₁)`,数量为轨迹点数减一,最后一个轨迹点不补造 `j=0`,页面明确标注“末点后无时间区间”。
|
||||
| 图表 | X 轴 | Y 轴 |
|
||||
| --- | --- | --- |
|
||||
| `ls` | `ReferenceS (m)` | `l (m)` |
|
||||
| `st` | `t (s)` | `PathS (m)` |
|
||||
| `curvature-s` | `s (m)` | `κ (m⁻¹)` |
|
||||
| `curvature-t` | `t (s)` | `κ (m⁻¹)` |
|
||||
| `velocity-t` | `t (s)` | `v (m/s)` |
|
||||
| `acceleration-t` | `t (s)` | `a (m/s²)` |
|
||||
| `jerk-t` | `t (s)` | `j (m/s³)` |
|
||||
| `yaw-rate-t` | `t (s)` | `ω (rad/s)` |
|
||||
|
||||
`st` 的纵轴是真实 `PathS (m)`,`ls` 的横轴是活动方向段的共享 `ReferenceS (m)`;两者不混用。jerk 的 `j[i]` 仅表示真实区间 `[tᵢ,tᵢ₊₁)`,数量为轨迹点数减一,最后一个轨迹点不补造 `j=0`,页面明确标注“末点后无时间区间”。
|
||||
|
||||
路径总览按语义分层:粗路径、Local G2、方向段、上一轮、当前轨迹、`s_end`/换向/终点/车辆标记,并保持世界 `X/Y` 等比例。每张 SVG 支持滚轮以指针为中心缩放、拖拽框选局部放大、重置和全屏;这些操作只改变浏览器本地视口,不修改原始快照,也不向规划器发送参数。
|
||||
|
||||
## 适配器责任
|
||||
|
||||
适配器应在外部项目中冻结配置、构造 `PlanningVisualizationStaticSnapshot`,并在每个观察周期构造 `PlanningVisualizationDynamicSnapshot`。它可以在启动后使用 `info.Uri` 由宿主决定是否打开浏览器;本类库不会读取桌面环境或启动进程。快照、服务或前端异常应被宿主隔离为一次中文诊断,不得改变规划周期、求解结果或任何车辆控制行为。
|
||||
适配器应在外部项目中冻结配置、构造 `PlanningVisualizationStaticSnapshot`,并在每个观察周期构造 `PlanningVisualizationDynamicSnapshot`。MovementTest 默认以 `FullDirectionSegment` 提供完整方向段快照;本类库本身不决定规划范围。它可以在启动后使用 `info.Uri` 由宿主决定是否打开浏览器;本类库不会读取桌面环境或启动进程。快照、服务或前端异常应被宿主隔离为一次中文诊断,不得改变规划周期、求解结果或任何车辆控制行为。
|
||||
|
||||
Reference in New Issue
Block a user