Practical guides, control systems deep-dives and niche technical write-ups for people who actually build robots.
A practical walkthrough of wiring quadrature encoders on a 6-DOF robot arm: channel A/B connections, counts-per-revolution to joint-angle math after a gear reduction, debouncing, and index-pulse homing.
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A practical introduction to IMU sensor fusion basics: why accelerometers and gyroscopes fail on their own, and how complementary and Kalman filters combine them into a stable orientation estimate.
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A practical guide to sizing a quadruped robot's battery: matching voltage to your motor drivers, capacity to your runtime target, and discharge rate to peak leg torque demands.
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A practical guide to trajectory planning for robotic arms: joint-space vs Cartesian planning, trapezoidal and S-curve velocity profiles, and common pitfalls that cause jerky or unsafe motion.
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A practical comparison of harmonic drives and planetary gearboxes for robot joints, covering backlash, stiffness, torque density, efficiency and cost so you can pick the right one.
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A practical introduction to SLAM basics for mobile robots: the chicken-and-egg problem, the main algorithm families (EKF-SLAM, particle filters, graph-based SLAM), and why loop closure matters.
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A practical walkthrough of ROS2 nodes, topics, publishers, and subscribers, with working Python examples and the DDS concepts that make it all work.
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A practical comparison of servo, stepper, and BLDC motors for robotics, covering torque density, positional accuracy, cost, and how much control complexity each option demands.
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A practical walkthrough of the Kalman filter for robot state estimation: the predict-update cycle, the core equations, and a worked 1D example you can extend to a real robot.
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A practical walkthrough of inverse kinematics: what it solves, why it's harder than forward kinematics, and how analytical, Jacobian, and CCD methods work in practice.
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A hands-on walkthrough of PID controller tuning for robotic arms: what each term does, how to tune by hand or with Ziegler-Nichols, and how to fix common failure modes.
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