Autonomous Control for Electric Skateboards
Autonomous skateboard control presents unique challenges in vehicle dynamics and safety. Current systems must process multiple sensor inputs—including IMU data, wheel speed sensors, and strain gauges—while maintaining stability at speeds up to 25 mph across varying surface conditions. These systems must respond to both rider input and environmental factors within milliseconds to prevent loss of control.
The fundamental challenge lies in achieving reliable autonomous operation while preserving the natural responsiveness that skilled riders expect from a traditional skateboard.
This page brings together solutions from recent research—including sensor fusion for rider intent detection, adaptive traction control systems, self-stabilizing mechanisms, and path-planning algorithms for autonomous navigation. These and other approaches focus on creating systems that enhance rather than replace the core skateboarding experience while maintaining safety and reliability.
1. Electronic Differential Speed Control System with Independent Motor Controllers for Electric Skateboards
Huayi Power Technology Co., Ltd., Huayi Power Technology (Dongguan) Co., Ltd., 2024
Electronic differential speed control for electric skateboards that improves efficiency and range compared to mechanical differentials. The skateboard has separate left and right motor controllers. When the skateboard turns, the skateboard speed controller calculates the required differential wheel speeds based on physics. It sends these speeds to the left and right motor controllers, which adjust the torque. This simulates a mechanical differential without mechanical parts, reducing power consumption and extending range.
2. Skateboard with AI-Powered Navigation and Fall Prevention System Incorporating Adjustable Hydraulic Mechanisms and Sensor Array
Dev Bhoomi Uttarakhand University, 2022
Skateboard with an AI-powered management system that helps riders navigate safely and prevents falls. The skateboard has features like an AI-camera, ultrasonic sensor, load cell, hydraulic blocks, and push buttons. The AI detects user authentication, speed bumps, and holes. The hydraulic blocks adjust height. Push buttons control turning and height. The load cell detects falls. The system alerts others if a fall is detected. The skateboard also has a storage chamber, flex sensors, dynamo wheels, and a communication module.
3. Skateboard Chassis with Omnidirectional Wheel and Drive Wheel Assembly for Multidirectional Movement
Harbin Institute of Technology, HARBIN INSTITUTE OF TECHNOLOGY, Harbin Institute of Technology (Shenzhen), 2021
Omnidirectional skateboard chassis that allows true omnidirectional movement, unlike traditional skateboards that can only go forward and turn. The chassis has a base plate with an idling reference line, a drive wheel assembly, and an omnidirectional wheel assembly. The drive wheel rolls and turns on the reference line. The omnidirectional wheel can rotate in place. Sensors monitor balance and pressure. By controlling the motors, it can move laterally, rotate, and back up.
4. One-Wheel Electric Skateboard with Sensor-Based Controller and Foldable Design
KIM HANG RAE, 2021
A one-wheel electric skateboard that enables stable and safe riding on any terrain without the need for the rider to tilt or apply force to the board for propulsion. The board has a controller with sensors to accurately control forward/backward movement, turning, and speed using the controller's up/down/left/right angles instead of tilting the board. This allows comfortable and stable riding without balancing issues. The controller also has modes like cruise and turbo for acceleration and deceleration. The board has a foldable design, wheel cover, and brake pads for added safety. It uses wireless communication with error detection to prevent data loss.
5. Electric Skateboard with Inertial Measurement Unit-Based Pose Detection System
ASMADE SHENZHEN SEMICONDUCTOR TECH CO LTD, ASMADE SHENZHEN SEMICONDUCTOR TECHNOLOGY CO LTD, 2021
Electric skateboard with improved pose detection accuracy and safety. The skateboard has a simple and robust pose detection system using an inertial measurement unit (IMU) mounted on the skateboard body. The IMU measures acceleration, orientation, and angular rate of the skateboard to accurately determine the rider's position and attitude without relying on external sensors or cameras. The IMU data is processed by an onboard electronics to provide feedback to the rider and control the skateboard functions like braking, speed, and steering. The IMU-based pose detection provides a low-cost, reliable, and durable alternative to complex external sensor systems that are prone to damage and failure.
6. Skateboard with Gravity-Sensing Control and Integrated Pressure Sensor System
HEFEI UNIVERSITY OF TECHNOLOGY, UNIV HEFEI TECHNOLOGY, 2020
Skateboard with gravity-sensing control that replaces some wheels with motored hubs and adds pressure sensors to the deck. The sensors detect rider input for steering and braking without needing a separate remote control. The skateboard has a compact control box under the deck containing electronics like an Arduino, Bluetooth module, battery, and motor drivers. This allows converting an existing skateboard into a motorized version that can be controlled by sensing the rider's weight shifts on the deck.
7. Electric Skateboard with Tiltable Board and Adaptive Motor Control System
Future Motion, Inc., 2020
Self-stabilizing electric skateboard with improved controls and indicators. It uses a tiltable board and an electric hub motor to balance itself and move in response to the board's orientation. The motor controller adjusts motor parameters to weaken balancing and shut off when the board tilts backward, allowing easy dismounting. The controller also manipulates motor flux to reduce back EMF during regenerative braking when the battery is full, preventing overvoltage damage.
8. Electric Skateboard with Motion Sensor-Based Lean and Tilt Dynamic Control System
Wang Yitong, YITONG WANG, 2020
Electric skateboard with improved dynamic control that allows the rider to intuitively steer and accelerate the board by leaning and tilting. The skateboard has a motion sensor that measures the board's movement parameters like tilt angle and velocity. A controller interprets these measurements to generate appropriate motor speed signals. This enables precise acceleration and turning based on the rider's input without needing separate left/right swing sensors. The controller sends drive signals to the motor based on the board's movement within a certain time window, allowing smooth acceleration and deceleration as the rider tilts.
9. Electric Skateboard Control System Utilizing Brain Wave Detection via Head-Mounted Sensor
TAIYUAN LIJIAN TECH CO LTD, TAIYUAN LIJIAN TECHNOLOGY CO LTD, 2020
Controlling an electric skateboard using brain waves instead of a handheld remote control. A head-mounted brain wave sensor with dry electrodes detects electrical activity in the user's brain. The sensor sends the brain wave data to the skateboard's central controller which interprets the signals to control the skateboard's speed and movement. This allows hands-free operation of the skateboard without needing to hold a separate remote.
10. Skateboard with Gyroscopic Tilt-Controlled Differential Drive and Telescopic Pedals
HANGZHOU CHIC INTELLIGENT TECH CO LTD, HANGZHOU CHIC INTELLIGENT TECHNOLOGY CO LTD, 2020
Skateboard with improved turning radius and stability using tilt control. The skateboard has at least one universal wheel and two driving wheels. A gyroscope senses platform tilt and generates a drive signal to control the speeds of the driving wheels differently to turn the board. This compensates for the large turning radius of existing rodless electric skateboards. The universal wheel follows the platform tilt. A controller receives tilt data, generates the drive signal, and coordinates with the pedal buttons. The skateboard can also compensate for slope using pressure sensors. Telescopic pedals adjust size for different riders.
11. Electric Skateboard with Front Weight Sensors for Adaptive Speed Adjustment Based on Rider Weight
KYUNGIL UNIV INDUSTRY ACADEMIC COOPERATION, KYUNGIL UNIVERSITY INDUSTRY-ACADEMIC COOPERATION, 2020
Electric skateboard with weight-based speed control that increases safety by automatically adjusting speed based on rider weight. The board has weight sensors at the front to measure rider weight. If the weight exceeds a predetermined reference value, the control unit increases the rear wheel speed. This prevents oversteering and provides stability for heavier riders. The reference weight is set by averaging weight measurements over a period after the rider mounts.
12. Electric Skateboard Control System with Truck-Integrated Strain Gauges, Inertial and Wheel Speed Sensors
Daniel James WOOD, 2019
Electric skateboards that use strain gauges on the trucks, an inertial sensor, and wheel speed sensors to enable intuitive, reliable, and safer control without the need for a handheld remote. The strain gauges detect rider-induced strain on the trucks, the inertial sensor detects accelerations and balance position, and the wheel speed sensors are used to control the skateboard. This allows the skateboard to sense the rider's weight, balance, and motion without requiring manual throttle input. It also provides features like automatic speed reduction when the rider is pushing manually to improve safety and reduce drag.
13. Electric Skateboard with Autonomous Navigation and Sensor-Based Path-Planning System
Carla Gillett, 2019
An electric skateboard that provides autonomous control when instructed by a remote user interface. The skateboard has sensors like cameras, LIDAR, and GPS, and employs path-planning algorithms to let it navigate without user guidance. It can follow waypoints set remotely to autonomously travel paths. The skateboard can switch between manual and autonomous modes using a smartphone app or similar.
14. Electric Skateboard with Autonomous Navigation and Sensor-Based Path Planning
Carla R. Gillett, 2019
Smart electric skateboard with autonomous control capability that allows the skateboard to navigate autonomously using sensors and waypoints. The skateboard has a controller with a Bluetooth connection to a user's smartphone. The user can switch between manual and autonomous driving modes. In autonomous mode, the skateboard plans a path using waypoints entered on the phone. It uses onboard sensors like cameras and LIDAR to navigate the path without further input. This allows the skateboard to autonomously follow a route and perform tasks like deliveries or exploration.
15. Powered Skateboard with Integrated Hub Motor Trucks and Wireless Control System
Carla R. Gillett, 2019
A powered skateboard with inner motorized trucks that can be controlled wirelessly using a handheld remote or smartphone. The skateboard has a compartment in the deck to house the control system, batteries, and wiring. The inner motorized trucks have hub motors controlled by sensors and a central system. The wireless remote/phone lets the rider adjust power levels and braking for each truck. This allows all-wheel drive and control over steep hills without a tethered power cord.
16. Electric Skateboard with Wheel-Integrated Motion Sensors and Strain Gauge-Equipped Suspension Trucks
Hui Zheng, Deyi Pi, Bingqiang Zhu, 2018
Electric skateboard that allows hands-free control using motion sensors in the wheels. The skateboard has strain gauge sensors on the suspension trucks to detect weight and angle. The sensors generate signals representing board tilt and rider weight. A control logic processes these signals to determine the skateboard's intended motion, like accelerating or turning. This allows riders to control the skateboard without a separate remote, as the board's motion itself provides input.
17. Electric Skateboard Trucks with Integrated Weight Sensors and Motorized Wheel Control
Grin Technologies Ltd., 2018
Weight sensing electric skateboard trucks that replace the traditional trucks to provide a more natural and intuitive way to control the skateboard without needing a handheld remote. The trucks have weight sensors in the base plates that measure the force exerted by the deck. Controllers read the sensor signals to determine weight distribution and accelerate/decelerate the skateboard accordingly. The trucks also have motors to drive the wheels. This allows the skateboard to be controlled by shifting weight instead of holding a remote.
18. Motor Control and Regulation Device with Lateral Force Detection and Integrated Sensor Systems for Skateboards
Juergen Ruschkowski, 2018
Motor control and regulating device that permits a higher degree of freedom of movement and safety for the rider, that has a lighter weight and that absorbs the laterally acting forces and amplifies those forces influencing the speed. The device includes a sensor system for detection of forces acting sideways on the skateboard or longboard relative to the travel direction, a sensor system for control of the rpm of an electric motor, a sensor system for measurement of rpm and direction of rotation of non-driven passive rollers of the skateboard or longboard, a sensor for detection of the turning angle of the skateboard or longboard in relationship to the travel direction and an electronic data processor with an integrated controller, which controls the rpm and direction of rotation of the electric motor by processing of the signals received by the sensors systems.
19. Electric Skateboard with Strain Gauge, Inertial Sensor, and Traction Controller for Wheel Torque Adjustment
Daniel James Wood, 2018
An electric skateboard that reduces the risk of injury to a rider. The skateboard includes a strain gauge sensor, an inertial sensor to sense accelerations and balance position, and a traction controller to sense the wheel speeds and adjust drive motor torque to keep the wheel rotational velocities relatively similar.
20. Electric Skateboard with Weight-Shift-Responsive Pressure Sensor Speed Control System
Jung Min-kyu, 2018
Electric skateboard that allows controlling speed by detecting weight shift of the rider without using a handheld remote. The skateboard has pressure sensors on the front and rear trucks to detect weight distribution. A control unit adjusts motor speed based on the weight signals. When the rider leans forward, it accelerates. When leaning back, it decelerates. If the weight shifts sideways, it prevents acceleration to prevent turns from becoming too sharp. This allows speed and direction changes using natural body movements instead of a remote.
21. Electric Skateboard with Autonomous Target Following and Speed Adjustment Controller
AUDI AG, Audi AG, 2017
Electric skateboard that can automatically follow a target and a control method for the skateboard. The skateboard has a controller that compares the skateboard's speed and distance to the target's. It adjusts the motor speeds to match or outpace the target. This allows the skateboard to autonomously follow a target like a person or vehicle. The skateboard can also change direction to follow curved paths. This enables features like following a user carrying the skateboard as luggage.
22. Electric Skateboard with Weight-Sensing Acceleration Control System
JINHUA JIEFU SPORTS GOODS CO LTD, Jinhua Jeff Sporting Goods Co., Ltd., 2017
An electric skateboard safety system that prevents unintentional acceleration when the rider is not on the board. The system has a weight sensor on the deck that measures the rider's weight. The controller only allows acceleration if the weight is within a set range, preventing the board from moving if the rider is off. This prevents accidental activation of the remote control when misplaced or malfunctioning. A low-pass filter removes noise from the weight sensor. The system also has a caster wheel, drive wheel, and motor to propel the board.
23. Four-Wheel Skateboard with Dual Sub-Controllers and Integrated Deck Shock Absorbers
ZHEJIANG RAYMOND WAY ELECTRONIC TECH CO LTD, ZHEJIANG RAYMOND WAY ELECTRONIC TECHNOLOGY CO LTD, 2017
Intelligent four-wheel skateboard with redundant control and shock absorption. The skateboard has dual sub-controllers that can be triggered by foot switches on the deck. This provides redundant control in case one sub-controller fails. There's also a main controller connected to the power supply. The foot switches have probes that connect to the sub-controllers. This allows independent foot triggering. If one foot trigger fails, the other can still start the skateboard. The skateboard also has shock absorbers inside the deck to protect the electronics.
24. Electric Skateboard with Gravity-Sensing System and Bottom-Mounted Center Drive Wheel Assembly
QIQIHAR UNIVERSITY, UNIV QIQIHAR, 2017
Gravity-sensing electric skateboard with improved stability and control compared to traditional skateboards. The skateboard has a bottom-mounted drive device with a center drive wheel and outer brushless motor. This provides traction and propulsion. Steering is handled by the front wheel. A caster wheel helps stability. A microcontroller, batteries, and communication module complete the setup. The skateboard is gravity-sensing, meaning it can detect tilting and use that to adjust motor power for balanced riding.
25. Electric Skateboard Motor Control System with Sensor-Based Dynamic Speed and Direction Regulation
Juergen RUSCHKOWSKI, 2017
Motor control system for electric skateboards that enables higher freedom of movement, safety, and amplification of forces influencing speed. It uses sensors to detect side forces, roller RPM, turn angle, and weight. An onboard processor processes these signals to dynamically regulate motor speed and direction based on skateboard movements. This allows absorbing side forces, amplifying turn momentum, and reversing motor direction after 180 degree turns. It also signals skateboard status with LEDs and has a weight sensor.
26. Electric Skateboard with Gravity Sensor-Based Speed and Braking Control System
SHANGGUAN XIKUN, 2016
Gravity sensor control system for electric skateboards to enable intuitive and hands-free operation. The system uses a gravity sensor mounted on the skateboard deck to detect the rider's body position and orientation. This sensor data is used to automatically adjust the skateboard's speed and braking based on the rider's intended motion. The skateboard has electric hub motors in the wheels, a battery pack in the deck, and front and rear wheels. The gravity sensor replaces traditional handheld controls, allowing the rider to lean forward to accelerate, backward to brake, and maintain balance without steering inputs.
27. Electric Skateboard with Gravity Sensor-Based Lean Detection Control System
SHANGGUAN XIKUN, 2016
Gravity sensing control system for an electric skateboard that allows intuitive and hands-free operation. The system uses a gravity sensor mounted on the skateboard to detect the rider's leaning movements. This sensor data is used to adjust the speed and braking of the skateboard's electric motors without requiring any input from the rider's handlebar or other controls. The gravity sensing control system provides a more natural and effortless riding experience compared to traditional electric skateboards.
28. Electric Skateboard with Gesture-Controlled Interface Utilizing Wearable Sensor Module and Wireless Communication
LIU ZHENXI, 2015
Gesture-based control of electric skateboards that allows users to operate the board without handheld devices. The skateboard has a watch-type gesture collector with a microcontroller, gyroscope, Bluetooth module, and power supply. The watch communicates with the skateboard's master device via Bluetooth. The master device has a microcontroller, Bluetooth, ultrasonic sensor, lighting module, and power transfer. The gesture collector detects user hand movements and sends data to the master device. The master interprets the gestures and sends commands to the skateboard's drive motor.
29. Powered Skateboard with Sensor-Based Motor Control and Adaptive Input Detection
EMPower Corporation, 2000
A powered skateboard with advanced control features like automatic acceleration, automatic braking, speed sensing, weight distribution sensing, and exercise mode sensing. The skateboard has a motor, sensors, and a controller to detect user inputs like weight distribution, foot placement, and exercise mode. The controller uses this data to intelligently adjust motor power and torque for optimized acceleration, braking, and speed control based on user actions.
Considerable advancements in autonomous skateboard technology are shown by the technologies that are being showcased. These developments demonstrate how skateboarding could change, from integrated power sources and sophisticated navigation systems to self-stabilization and hands-free control.
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