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Vocalics in Human-Drone Interaction (2312.17668v1)

Published 29 Dec 2023 in cs.RO

Abstract: As the presence of flying robots continues to grow in both commercial and private sectors, it necessitates an understanding of appropriate methods for nonverbal interaction with humans. While visual cues, such as gestures incorporated into trajectories, are more apparent and thoroughly researched, acoustic cues have remained unexplored, despite their potential to enhance human-drone interaction. Given that additional audiovisual and sensory equipment is not always desired or practicable, and flight noise often masks potential acoustic communication in rotary-wing drones, such as through a loudspeaker, the rotors themselves offer potential for nonverbal communication. In this paper, quadrotor trajectories are augmented by acoustic information that does not visually affect the flight, but adds audible information that significantly facilitates distinctiveness. A user study (N=192) demonstrates that sonically augmenting the trajectories of two aerial gestures makes them more easily distinguishable. This enhancement contributes to human-drone interaction through onboard means, particularly in situations where the human cannot see or look at the drone.

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References (37)
  1. Investigation of human-robot comfort with a small Unmanned Aerial Vehicle compared to a ground robot. In 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). 2758–2765. https://doi.org/10.1109/IROS.2017.8206104
  2. Exploring the Use of a Drone to Guide Blind Runners. In Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility (Reno, Nevada, USA) (ASSETS ’16). Association for Computing Machinery, New York, NY, USA, 263–264. https://doi.org/10.1145/2982142.2982204
  3. Understanding Drone Landing on the Human Body. In Proceedings of the 23rd International Conference on Mobile Human-Computer Interaction (Toulouse & Virtual, France) (MobileHCI ’21). Association for Computing Machinery, New York, NY, USA, Article 23, 13 pages. https://doi.org/10.1145/3447526.3472031
  4. Mauro Avila Soto and Markus Funk. 2018. Look, a Guidance Drone! Assessing the Social Acceptability of Companion Drones for Blind Travelers in Public Spaces. In Proceedings of the 20th International ACM SIGACCESS Conference on Computers and Accessibility (Galway, Ireland) (ASSETS ’18). Association for Computing Machinery, New York, NY, USA, 417–419. https://doi.org/10.1145/3234695.3241019
  5. DroneNavigator: Using Drones for Navigating Visually Impaired Persons. In Proceedings of the 17th International ACM SIGACCESS Conference on Computers & Accessibility (Lisbon, Portugal) (ASSETS ’15). Association for Computing Machinery, New York, NY, USA, 327–328. https://doi.org/10.1145/2700648.2811362
  6. DroneNavigator: Using Leashed and Free-Floating Quadcopters to Navigate Visually Impaired Travelers. In Proceedings of the 19th International ACM SIGACCESS Conference on Computers and Accessibility (Baltimore, Maryland, USA) (ASSETS ’17). Association for Computing Machinery, New York, NY, USA, 300–304. https://doi.org/10.1145/3132525.3132556
  7. G. A. BARNARD. 1947. SIGNIFICANCE TESTS FOR 2×2 TABLES. Biometrika 34, 1-2 (1 1947), 123–138. https://doi.org/10.1093/biomet/34.1-2.123 arXiv:https://academic.oup.com/biomet/article-pdf/34/1-2/123/552350/34-1-2-123.pdf
  8. Alisha Bevins and Brittany A. Duncan. 2021. Aerial Flight Paths for Communication: How Participants Perceive and Intend to Respond to Drone Movements. In Proceedings of the 2021 ACM/IEEE International Conference on Human-Robot Interaction (Boulder, CO, USA) (HRI ’21). Association for Computing Machinery, New York, NY, USA, 16–23. https://doi.org/10.1145/3434073.3444645
  9. Drone & Me: An Exploration into Natural Human-drone Interaction. In Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Osaka, Japan) (UbiComp ’15). ACM, 361–365. https://doi.org/10.1145/2750858.2805823
  10. Emotion encoding in Human-Drone Interaction. In 2016 11th ACM/IEEE International Conference on Human-Robot Interaction (HRI). 263–270. https://doi.org/10.1109/HRI.2016.7451761
  11. Spiders in the Sky: User Perceptions of Drones, Privacy, and Security. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (Denver, Colorado, USA) (CHI ’17). ACM, New York, NY, USA, 6765–6776. https://doi.org/10.1145/3025453.3025632
  12. oTree—An open-source platform for laboratory, online, and field experiments. Journal of Behavioral and Experimental Finance 9 (2016), 88–97. https://doi.org/10.1016/j.jbef.2015.12.001
  13. Investigating Drone Motion as Pedestrian Guidance. In Proceedings of the 16th International Conference on Mobile and Ubiquitous Multimedia (Stuttgart, Germany) (MUM ’17). Association for Computing Machinery, New York, NY, USA, 143–150. https://doi.org/10.1145/3152832.3152837
  14. Twinkle: A Flying Lighting Companion for Urban Safety. In Proceedings of the Twelfth International Conference on Tangible, Embedded, and Embodied Interaction (Stockholm, Sweden) (TEI ’18). 567–573. https://doi.org/10.1145/3173225.3173309
  15. B. A. Duncan and R. R. Murphy. 2013. Comfortable approach distance with small Unmanned Aerial Vehicles. In 2013 RO-MAN. 786–792.
  16. Elevating Communication, Collaboration, and Shared Experiences in Mobile Video through Drones. In Proceedings of the 2016 ACM Conference on Designing Interactive Systems (Brisbane, QLD, Australia) (DIS ’16). Association for Computing Machinery, New York, NY, USA, 1123–1135. https://doi.org/10.1145/2901790.2901847
  17. Social Drone Companion for the Home Environment: A User-Centric Exploration. In Proceedings of the 5th International Conference on Human Agent Interaction (HAI ’17). 89–96. https://doi.org/10.1145/3125739.3125774
  18. Flyables: Exploring 3D Interaction Spaces for Levitating Tangibles. In Proceedings of the Twelfth International Conference on Tangible, Embedded, and Embodied Interaction (Stockholm, Sweden) (TEI ’18). Association for Computing Machinery, New York, NY, USA, 329–336. https://doi.org/10.1145/3173225.3173273
  19. Let’s Run An Online Proxemics Study! But, How Do Results Compare To In-Person?. In Social Robotics: 14th International Conference, ICSR 2022, Florence, Italy, December 13–16, 2022, Proceedings, Part I (Florence, Italy). Springer-Verlag, Berlin, Heidelberg, 24–37. https://doi.org/10.1007/978-3-031-24667-8_3
  20. EAVE: Emotional Aerial Vehicle Evaluator. In INFORMATIK 2020, Ralf H. Reussner, Anne Koziolek, and Robert Heinrich (Eds.). Gesellschaft für Informatik, Bonn, 899–906. https://doi.org/10.18420/inf2020_81
  21. Evaluating Distances in Tactile Human-Drone Interaction. In 30th IEEE International Conference on Robot Human Interactive Communication (RO-MAN). 1275–1282. https://doi.org/10.1109/RO-MAN50785.2021.9515313
  22. Tactile Human-Quadrotor Interaction: MetroDrone. In Fifteenth International Conference on Tangible, Embedded, and Embodied Interaction (Salzburg, Austria) (TEI ’21). Association for Computing Machinery, Article 30, 6 pages. https://doi.org/10.1145/3430524.3440649
  23. Daniel Mellinger and Vijay Kumar. 2011. Minimum snap trajectory generation and control for quadrotors. In 2011 IEEE International Conference on Robotics and Automation (ICRA ’11). 2520–2525. https://doi.org/10.1109/ICRA.2011.5980409
  24. Active Noise Cancellation of Drone Propeller Noise through Waveform Approximation and Pitch-Shifting. Master’s Thesis. Georgia State University, Atlanta, Georgia. https://doi.org/10.57709/17621233
  25. Sound in Human-Robot Interaction. In Companion of the 2021 ACM/IEEE International Conference on Human-Robot Interaction (Boulder, CO, USA) (HRI ’21 Companion). Association for Computing Machinery, New York, NY, USA, 706–708. https://doi.org/10.1145/3434074.3444871
  26. ”Are You Sad, Cozmo?”: How Humans Make Sense of a Home Robot’s Emotion Displays. In Proceedings of the 2020 ACM/IEEE International Conference on Human-Robot Interaction (Cambridge, United Kingdom) (HRI ’20). Association for Computing Machinery, New York, NY, USA, 461–470. https://doi.org/10.1145/3319502.3374814
  27. Design and implementation of a novel architecture for physical human-UAV interaction. The International Journal of Robotics Research 36, 5-7 (2017), 800–819. https://doi.org/10.1177/0278364917708038
  28. Designing Sound for Social Robots: Candidate Design Principles. International Journal of Social Robotics 14 14 (06 2022), 1507–1525. https://doi.org/10.1007/s12369-022-00891-0
  29. Smooth Operator: Tuning Robot Perception Through Artificial Movement Sound. In Proceedings of the 2021 ACM/IEEE International Conference on Human-Robot Interaction (Boulder, CO, USA) (HRI ’21). Association for Computing Machinery, New York, NY, USA, 53–62. https://doi.org/10.1145/3434073.3444658
  30. Thomas Sebastian and Christopher Strem. 2020. Toroidal Propeller. U.S. Patent US10836466B2.
  31. Henning Tjaden. 2019. Robust Monocular Pose Estimation of Rigid 3D Objects in Real-Time. PhD Thesis. Johannes Gutenberg University Mainz, Germany. https://nbn-resolving.org/urn:nbn:de:hebis:77-diss-1000025478. Retrieved: 2021-01-14.
  32. SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python. Nature Methods 17 (2020), 261–272. https://doi.org/10.1038/s41592-019-0686-2
  33. The Effects of Natural Sounds and Proxemic Distances on the Perception of a Noisy Domestic Flying Robot. J. Hum.-Robot Interact. 12, 4, Article 50 (12 2023), 32 pages. https://doi.org/10.1145/3579859
  34. Collocated Human-Drone Interaction: Methodology and Approach Strategy. In 2019 14th ACM/IEEE International Conference on Human-Robot Interaction (HRI). 172–181. https://doi.org/10.1109/HRI.2019.8673127
  35. Exploring Proxemics for Human-Drone Interaction. In Proceedings of the 5th International Conference on Human Agent Interaction (Bielefeld, Germany) (HAI ’17). 81–88. https://doi.org/10.1145/3125739.3125773
  36. Review of Semantic-Free Utterances in Social Human–Robot Interaction. International Journal of Human–Computer Interaction 32, 1 (2016), 63–85. https://doi.org/10.1080/10447318.2015.1093856
  37. Brian J. Zhang and Naomi T. Fitter. 2023. Nonverbal Sound in Human-Robot Interaction: A Systematic Review. J. Hum.-Robot Interact. 12, 4, Article 46 (12 2023), 46 pages. https://doi.org/10.1145/3583743

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