硬实时机器人集群协同控制与 TSN 工业现场总线

在分布式超高速多机器人闭环控制回路中，确保系统确定性时间抖动严格低于 50 微秒，使多台重载机械臂在联合抬升、超高速激光动态切割中保持绝对空间同步，杜绝不同步导致的机械应变损伤。

RealtimeSwarm Deterministic TSN & ORCA Swarm Architecture

Robotics Core: Real-Time Core — Preempt-RT Kernel & TSN Scheduler

第一层：感知与实时建图定位（SLAM）子系统 (3D LiDAR / RealSense RGB-D / Fast-LIO2 / Cartographer): 高频三维点云采集、IMU 紧耦合紧凑预积分以及动态环境下的亚厘米级实时精准定位。
第二层：局部导航与模型预测控制（MPC）执行引擎 (TEB Local Planner / Timed-Elastic Band / Pure Pursuit): 实时动态避障、非完整约束运动学轨迹平滑优化与 ISO 3691-4 激光安全防区自适应动态切换。
第三层：跨品牌互操作协议、实时中间件与车队总线 (VDA 5050 v2.1 / ROS 2 Jazzy / Eclipse Zenoh / CycloneDDS): 标准化 JSON/MQTT 任务调度指令解析、节点内零拷贝共享内存 IPC 与多品牌异构车队高确定性低延迟状态回传。
第四层：集群协同调度、无冲突路径规划与交通优化 (Conflict-Based Search (CBS-MAPF) / Dynamic Block Reservation): 集中式与分布式冲突优先搜索（CBS-MAPF）多智能体无碰撞路径规划、自动机会充电机位调度与通行瓶颈动态消解。

Telemetry & Compliance: ±5 mm (重复定位精度) | <8 ms (调度响应时延) | <12 ms (安全刹停响应时间) | VDA 5050 v2.1 (开放车队协议标准)

高速运行的高密度机器人蜂群需要硬实时确定性通信与非阻塞式防碰撞机制。RealtimeSwarm 为亚毫秒级蜂群协调建立了架构基础。

Sub-Millisecond Swarm Heartbeats and Time-Triggered Control — Hardware-scheduled Ethernet frames guaranteeing that swarm state vectors exchange within microsecond time windows without packet collisions.
Optimal Reciprocal Collision Avoidance (ORCA) in Hard Real-Time — Non-blocking multi-agent collision avoidance running in deterministic execution time regardless of local robot density.
Preempt-RT Linux and Microcontroller RTOS Integration — Eliminating operating system latency spikes to guarantee hard real-time execution of robotic motion control threads.

AMRAgent — Agentic Autonomous Mobile Robots, Edge Mission Planning & Behavioral Trees
AGVSwarm — Automated Guided Vehicle Swarm Logistics, Block-Zone Dispatch & Traffic Control
AGVSync — VDA 5050 Fleet Protocol, Time-Triggered Dispatch & Multi-Vendor Interoperability
AMRSwarm — Decentralized Swarm Intelligence, Spatial Self-Organization & Consensus Navigation