Design and Development of a Smart Measurement Robot for Educational Training
Abstract & Details
Research Area
Electrical Engineering
Keywords
Smart measurement robot
ESP32 microcontroller
Time-of-Flight sensor
Educational robotics
Embedded systems
Automatic measurement
IoT applications
Motor control
Abstract
The rapid development of robotics, embedded systems, and intelligent automation technologies
has created increasing demand for practical engineering education platforms that combine
theoretical knowledge with real-world applications. This research focuses on the design and
development of a smart measurement robot intended for educational training purposes. The
proposed system aims to provide engineering students with a practical platform for studying
robotics, sensor integration, embedded programming, motor control, measurement systems, and
basic Internet of Things (IoT) concepts.
The developed robot system integrates several main hardware components, including the ESP32
microcontroller, VL53L0X Time-of-Flight distance sensor, L298N motor driver, DC encoder
motors, LCD display module, and a mobile robot chassis. The ESP32 acts as the central
processing unit responsible for sensor communication, motor control, data processing, and
display management. The VL53L0X sensor is used to perform automatic distance measurement
based on Time-of-Flight technology. The robot is capable of moving toward a target object,
stopping at a stable position, measuring the distance, processing the collected data, and
displaying the measurement result.
The software system was developed using the Arduino IDE platform and C/C++ programming
language. Several software modules were implemented, including motor control, sensor reading,
data filtering, LCD display, and measurement error calculation. To improve measurement
stability, an averaging algorithm was applied to reduce sensor noise and random fluctuations.
Experimental tests were conducted under laboratory conditions to evaluate system performance
and measurement accuracy. The experimental results demonstrated that the robot achieved
stable operation and acceptable measurement accuracy for educational applications.
The research confirms that low-cost hardware components can be successfully integrated into a
practical educational robotics platform. The developed robot not only demonstrates the
principles of automatic measurement and robotic control but also provides students with handson experience in embedded systems and intelligent automation technologies. Furthermore, the
modular design of the system allows future expansion toward advanced functions such as IoT
monitoring, PID motor control, computer vision integration, and autonomous navigation.
Therefore, the proposed measurement robot represents a valuable educational tool for
engineering laboratories and robotics training programs.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Nguyen Trong Toan | Thai Nguyen University of Technology |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Toan, Nguyen Trong (2026). Design and Development of a Smart Measurement Robot for Educational Training. International Journal of Advance Research and Innovative Ideas In Education, 12(3), 334-358.
MLA Style
Toan, Nguyen Trong. "Design and Development of a Smart Measurement Robot for Educational Training." International Journal of Advance Research and Innovative Ideas In Education, vol. 12, no. 3, 2026, pp. 334-358.
IEEE Style
Nguyen Trong Toan, "Design and Development of a Smart Measurement Robot for Educational Training," International Journal of Advance Research and Innovative Ideas In Education, vol. 12, no. 3, pp. 334-358, 2026.
Vancouver Style
Toan Nguyen Trong. Design and Development of a Smart Measurement Robot for Educational Training. International Journal of Advance Research and Innovative Ideas In Education. 2026;12(3):334-358.
Harvard Style
Toan, Nguyen Trong (2026) 'Design and Development of a Smart Measurement Robot for Educational Training', International Journal of Advance Research and Innovative Ideas In Education, 12(3), pp. 334-358.
Chicago Style
Toan, Nguyen Trong. "Design and Development of a Smart Measurement Robot for Educational Training." International Journal of Advance Research and Innovative Ideas In Education 12, no. 3 (2026): 334-358.
Turabian Style
Toan, Nguyen Trong. "Design and Development of a Smart Measurement Robot for Educational Training." International Journal of Advance Research and Innovative Ideas In Education 12, no. 3 (2026): 334-358.
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