Acknowledgement
이 연구는 2020년도 산업통상자원부 및 산업기술평가관리원(KEIT) 연구비 지원에 의한 연구임 (20009396).
References
- M. A. Goodrich, A. C. Schultz, Human-robot interaction: a survey, Now Publishers Inc, 2008.
- A. Ajoudani, A. M. Zanchettin, S. Ivaldi, A. Albu-Schaffer, K. Kosuge, O. Khatib, "Progress and Prospects of the Human -robot Collaboration," Autonomous Robots, Vol. 42, No. 5, pp. 957-975, 2018. https://doi.org/10.1007/s10514-017-9677-2
- K. Berezina, O. Ciftci, C. Cobanoglu, C, Robots, artificial intelligence, and service automation in restaurants. In Robots, artificial intelligence, and service automation in travel, tourism and hospitality. Emerald Publishing Limited, 2019.
- G. Wilson, C. Pereyda, N. Raghunath, G. de la Cruz, S. Goel, S. Nesaei, D. J. Cook, "Robot-enabled Support of Daily Activities in Smart Home Environments," Cognitive Systems Research, Vol. 54, pp. 258-272, 2019. https://doi.org/10.1016/j.cogsys.2018.10.032
- F. Vicentini, "Collaborative Robotics: a Survey. Journal of Mechanical Design," Vol. 143, No. 4, 2021. https://doi.org/10.1115/1.4046238
- S. Zhang, S. Wang, F. Jing, M. Tan, M, "A Sensorless Hand Guiding Scheme Based on Model Identification and Control for Industrial Robot," IEEE Transactions on Industrial Informatics, Vol. 15, No. 9, pp. 5204-5213, 2019. https://doi.org/10.1109/tii.2019.2900119
- S. Haddadin, A. De Luca, A. Albu-Schaffer, "Robot Collisions: A Survey on Detection, Isolation, and Identification," IEEE Transactions on Robotics, Vol. 33, No. 6, pp. 1292-1312, 2017. https://doi.org/10.1109/TRO.2017.2723903
- S. Morikawa, T. Senoo, A. Namiki, M. Ishikawa, "Realtime Collision Avoidance Using a Robot Manipulator with Light-weight Small High-speed Vision Systems," Proceedings 2007 IEEE International Conference on Robotics and Automation, pp. 794-799, 2007.
- S. Lu, J.H. Chung, S. A. Velinsky, "Human-robot Collision Detection and Identification Based on Wrist and Base Force/torque Sensors," Proceedings of the 2005 IEEE international Conference on Robotics and Automation, pp. 3796-3801, 2005.
- S.D, Lee, M.C. Kim, J.B. Song, "Sensorless Collision Detection for Safe Human-robot Collaboration," Proceedings of 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) pp. 2392-2397, 2015.
- L. Han, W. Xu, B. Li, P. Kang, "Collision Detection and Coordinated Compliance Control for a Dual-arm Robot Without Force/torque Sensing Based on Momentum Observer," IEEE/ASME Transactions on Mechatronics, Vol. 24, No. 5, pp. 2261-2272, 2019. https://doi.org/10.1109/tmech.2019.2934141
- A. De Luca, A. Albu-Schaffer, S. Haddadin, G. Hirzinger, "Collision Detection and Safe Reaction with the DLR-III Lightweight Manipulator arm," Proceedings of 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 1623-1630, 2006.
- N. Briquet-Kerestedjian, M., Makarov, M., Grossard, P. Rodriguez-Ayerbe, "Generalized Momentum Based-observer for Robot Impact Detection-Insights and Guidelines Under Characterized Uncertainties," Proceedings of 2017 IEEE Conference on Control Technology and Applications (CCTA), pp. 1282-1287, 2017.
- S. Mamedov, S. Mikhel, "Practical Aspects of Model-based Collision Detection. Frontiers in Robotics and AI," Vol. 7, pp. 162, 2020.
- S. Jo, W. Kwon, "A Comparative Study on Collision Detection Algorithms based on Joint Torque Sensor Using Machine Learning," The Journal of Korea Robotics Society, Vol. 15, No. 2 , pp. 169-176, 2020 (in Korean). https://doi.org/10.7746/jkros.2020.15.2.169
- A. N. Sharkawy, P. N. Koustoumpardis, N. Aspragathos, "Neural Network Design for Manipulator Collision Detection Based only on the Joint Position Sensors," Robotica, Vol. 3, No. 2, pp. 1-19, 2019.
- Y.J. Heo, D, Kim, W. Lee, H, Kim, J, Park, W.K. Chung, "Collision Detection for Industrial Collaborative Robots: A Deep Learning Approach," IEEE Robotics and Automation Letters, Vol. 4, No. 2, pp. 740-746, 2019. https://doi.org/10.1109/lra.2019.2893400
- T. Ren, Y. Dong, D. Wu, K. Chen, K, "Collision Detection and Identification for Robot Manipulators Based on Extended State Observer," Control Engineering Practice, Vol. 79, pp. 144-153, 2018. https://doi.org/10.1016/j.conengprac.2018.07.004
- A. Kouris, F. Dimeas, N. Aspragathos, "A Frequency Domain Approach for Contact type Distinction in Human-robot Collaboration," IEEE robotics and automation letters, Vol. 3, No. 2, pp. 720-727, 2018. https://doi.org/10.1109/lra.2017.2789249
- M. Geravand, F. Flacco, A. De Luca, "Human-robot Physical Interaction and Collaboration Using an Industrial Robot with a Closed Control Architecture," Proceedings of 2013 IEEE International Conference on Robotics and Automation, pp. 4000-4007, 2013.
- Z. Zhang, K. Qian, B. W. Schuller, D. Wollherr, D, "An Online Robot Collision Detection and Identification Scheme by Supervised Learning and Bayesian Decision Theory," IEEE Transactions on Automation Science and Engineering, 2020.
- F. Min, G. Wang, N. Liu, N, "Collision Detection and Identification on Robot Manipulators Based on Vibration Analysis,". Sensors, Vol. 19, No. 5, pp. 1080, 2019. https://doi.org/10.3390/s19051080
- S. A. B. Birjandi, J. Kuhn, S. Haddadin, S, "Observer-extended Direct Method for Collision Monitoring in Robot Manipulators Using Proprioception and Imu Sensing," IEEE Robotics and Automation Letters, Vol. 5, No. 2, pp. 954-961, 2020. https://doi.org/10.1109/lra.2020.2967287
- Oord, Aaron van den, et al. "Wavenet: A Generative Model for raw Audio." arXiv preprint arXiv:1609.03499 (2016).
- Kingma, Diederik P., and Jimmy Ba. "Adam: A Method for Stochastic Optimization." arXiv preprint arXiv:1412.6980 (2014).