All Articles | Robotics Development Hub
Design patterns for scalable ROS 2 systems: node composition, lifecycle management, DDS tuning, QoS profiles, and real-time executor configuration.
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Comprehensive comparison of sampling-based (RRT*, PRM), optimization-based (CHOMP, TrajOpt), and hybrid planners with OMPL and MoveIt 2 integration.
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Visual perception pipelines: feature detection, SLAM frontends, object detection (YOLO, DETR), depth estimation, and multi-camera calibration with OpenCV and ROS 2.
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High-fidelity simulation: SDFormat models, sensor plugins, physics tuning, ROS 2-Gazebo bridges, headless CI/CD integration, and domain randomization for sim-to-real.
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Robot control theory applied: inverse kinematics solvers, impedance/admittance control, force/torque sensing, trajectory optimization, and real-time control loops at 1kHz+.
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Nav2 deep dive: behavior trees, costmap layers, recovery behaviors, BT Navigator, controller plugins, and custom costmap filters for dynamic environments.
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Coordination algorithms: task allocation (market-based, consensus), formation control, collision avoidance (ORCA, CBS), and fleet management with ROS 2 DDS partitioning.
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Closing the reality gap: domain randomization, system identification, dynamics adaptation, residual learning, and real-world deployment pipelines with Isaac Sim and ROS 2.
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Testing strategies: unit/integration testing with gtest, hardware-in-the-loop (HIL), simulation-in-the-loop (SIL), ROS 2 launch testing, and GitHub Actions pipelines for robotic fleets.
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Microcontroller robotics: micro-ROS on MCUs, FreeRTOS/Zephyr integration, DDS-XRCE, real-time constraints, memory optimization, and cross-compilation for ARM Cortex-M/R.
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ROS 2 (1)
Motion Planning (1)
Computer Vision (1)
Simulation (1)
Control (1)
Navigation (1)
Multi-Robot (1)
Sim2Real (1)
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