Abstract
This article proposes a method for adapting a robot’s perception of fuzzy linguistic information by evaluating vocal cues. The robot’s perception of fuzzy linguistic information such as “very little” depends on the environmental arrangements and the user’s expectations. Therefore, the robot’s perception of the corresponding environment is modified by acquiring the user’s perception through vocal cues. Fuzzy linguistic information related to primitive movements is evaluated by a behavior evaluation network (BEN). A vocal cue evaluation system (VCES) is used to evaluate the vocal cues for modifying the BEN. The user’s satisfactory level for the robot’s movements and the user’s willingness to change the robot’s perception are identified based on a series of vocal cues to improve the adaptation process. A situation of cooperative rearrangement of the user’s working space is used to illustrate the proposed system by a PA-10 robot manipulator.
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References
Menzel P, D’Aluisio F (2000) Robosapiens: evolution of a new species. MIT Press, England
Pulasinghe K, Watanabe K, Izumi K, et al (2004) A modular fuzzyneuro controller driven by spoken language commands. IEEE Trans Syst Man Cybern Part B: Cybern 34:293–302
Jayawardena C, Watanabe K, Izumi K (2007) Posture control of robot manipulators with fuzzy voice commands using a fuzzy coachplayer system. Adv Robotics 21:293–328
Mohammad Y, Nishida T (2008) Human adaptation to a miniature robot: precursors of mutual adaptation. Proceedings of the IEEE International Symposium on Robot and Human Interactive Communication, Munich, Germany, August 2008, pp 124–129
Jayasekara AGBP, Watanabe K, Izumi K (2009) Evaluating fuzzy voice commands by internal rehearsal for controlling a robot manipulator. Proceedings of the ICROS-SICE International Joint Conference, Fukuoka, Japan, August 2009, pp 3130–3135
Lin CT, Lee CSG (1994) Reinforcement structure/parameter learning for neural-network-based fuzzy logic control systems. IEEE Trans Fuzzy Syst 2:46–63
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This work was presented in part and was awarded the Young Author Award at the 15th International Symposium on Artificial Life and Robotics, Oita, Japan, February 4–6, 2010
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Jayasekara, A.G.B.P., Watanabe, K., Kiguchi, K. et al. Adaptation of robot’s perception of fuzzy linguistic information by evaluating vocal cues for controlling a robot manipulator. Artif Life Robotics 15, 5–9 (2010). https://doi.org/10.1007/s10015-010-0755-1
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DOI: https://doi.org/10.1007/s10015-010-0755-1