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Sensors and Materials, Volume 31, Number 6(1) (2019)
Copyright(C) MYU K.K.
S&M1904 Research Paper of Special Issue
Published: June 7, 2019
Cloud-based Dialog Navigation Agent System for Service Robots [PDF]
Ching-Han Chen, Mu-Che Wu, and Chien-Chun Wang
(Received February 11, 2019; Accepted March 11, 2019)
Keywords: artificial intelligence, natural language processing, navigation, robotics and automation
The conventional human–robot interactions of robotic navigation systems must rely on strict language instructions and numerous button operations. In this study, a cloud-based dialog navigation agent (CDNA) system was designed for a campus navigation robot (CNR) that provides navigation services to students, school visitors, and people with impaired vision. The CDNA is based on a lightweight belief–desire–intention (BDI) software architecture (i.e., CellS, a cell-inspired efficient software framework), which is a goal-oriented and dynamic parallel framework. The proposed CDNA system has the following three primary functions: (1) conversational navigation service, (2) immediate path planning and path modification, and (3) location guide and place evaluation. The system can be applied to regional navigation guidance services such as campus tours. The CellS-based CDNA uses a natural language processing (NLP) technology to analyze the semantics of user statements and uses dialog to eliminate ambiguity in language to improve interaction with users. In this study, 15 items for three different navigation systems were evaluated, which demonstrated that the CDNA is advantageous in terms of interactivity and usability. The CellS-based CDNA can achieve an average speedup of 1.75 times in seven data sets. Therefore, the CDNA possesses the following advantages: high interactivity, high usability, and high performance.
Corresponding author: Mu-Che Wu
This work is licensed under a Creative Commons Attribution 4.0 International License.
Cite this article
Ching-Han Chen, Mu-Che Wu, and Chien-Chun Wang, Cloud-based Dialog Navigation Agent System for Service Robots, Sens. Mater., Vol. 31, No. 6, 2019, p. 1871-1891.
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