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The Modular Design and Production of an Intelligent Robot Based on a Closed-Loop Control Strategy
Published on: October 14, 2017
An intelligent automated door control system based on a smart camera.
Jie-Ci Yang1, Chin-Lun Lai, Hsin-Teng Sheu
1Department of Electrical Engineering, National Taiwan University of Science and Technology, Taipei City 106, Taiwan. D9507206@mail.ntust.edu.tw
Sensors (Basel, Switzerland)
|May 14, 2013
Summary
This study introduces a novel human detection and path analysis system for automatic doors. The innovative access control enhances security by reducing false activations and improving reliability.
Area of Science:
- Computer Science
- Robotics
- Artificial Intelligence
Background:
- Traditional automatic door systems often suffer from false activations.
- Existing security systems may lack intelligent human detection and trajectory analysis capabilities.
Purpose of the Study:
- To develop an innovative access control system for automatic doors.
- To enhance security applications by reducing false door activations through human detection and path analysis.
- To increase the added value of automatic door systems.
Main Methods:
- Implementing human detection algorithms to identify individuals in the scene.
- Utilizing trajectory analysis to track pedestrian movement and predict access intentions.
- Developing a control mechanism to activate the door based on predicted intentions.
Main Results:
- The proposed system demonstrated high precision in human detection and trajectory prediction.
- Experimental results confirmed the system's safety, reliability, and responsiveness.
- The system effectively reduced false automatic door activations.
Conclusions:
- The innovative access control system offers a low-cost, high-value solution for automatic doors.
- Human detection and path analysis significantly improve automatic door system performance and security.
- The system provides a reliable and intelligent approach to access control.
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