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Erschienen in: Journal on Multimodal User Interfaces 1/2017

27.08.2016 | Original Paper

Multimodal feedback for teleoperation of multiple mobile robots in an outdoor environment

verfasst von: Ayoung Hong, Dong Gun Lee, Heinrich H. Bülthoff, Hyoung Il Son

Erschienen in: Journal on Multimodal User Interfaces | Ausgabe 1/2017

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Abstract

Better situational awareness helps understand remote environments and achieve better performance in the teleoperation of multiple mobile robots (e.g., a group of unmanned aerial vehicles). Visual and force feedbacks are the most common ways of perceiving the environments accurately and effectively; however, accurate and adequate sensors for global localization are impractical in outdoor environments. Lack of this information hinders situational awareness and operating performance. In this paper, a visual and force feedback method is proposed for enhancing the situational awareness of human operators in outdoor multi-robot teleoperation. Using only the robots’ local information, the global view is fabricated from individual local views, and force feedback is determined by the velocity of individual units. The proposed feedback method is evaluated via two psychophysical experiments: maneuvering and searching tests using a human/hardware-in-the-loop system with simulated environments. In the tests, several quantitative measures are also proposed to assess the human operator’s maneuverability and situational awareness. Results of the two experiments show that the proposed multimodal feedback enhances only situational awareness of the operator.

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Literatur
1.
Zurück zum Zitat Murray R (2007) Recent research in cooperative control of multivehicle systems. J Dyn Syst Meas Control 129:571–583CrossRef Murray R (2007) Recent research in cooperative control of multivehicle systems. J Dyn Syst Meas Control 129:571–583CrossRef
2.
Zurück zum Zitat Lee D, Spong M (2005) Bilateral teleoperation of multiple cooperative robots over delayed communication networks: theory. In: IEEE Int Conf Robot Autom, pp 360–365 Lee D, Spong M (2005) Bilateral teleoperation of multiple cooperative robots over delayed communication networks: theory. In: IEEE Int Conf Robot Autom, pp 360–365
3.
Zurück zum Zitat Franchi A, Secchi C, Son HI, Bülthoff HH, Giordano PR (2012) Bilateral teleoperation of groups of mobile robots with time-varying topology. IEEE Trans Robot 28(5):1019–1033CrossRef Franchi A, Secchi C, Son HI, Bülthoff HH, Giordano PR (2012) Bilateral teleoperation of groups of mobile robots with time-varying topology. IEEE Trans Robot 28(5):1019–1033CrossRef
4.
Zurück zum Zitat Lee D, Franchi A, Son HI, Ha C, Bülthoff H, Giordano PR (2013) Semiautonomous haptic teleoperation control architecture of multiple unmanned aerial vehicles. IEEE ASME Trans Mechatron 18(4):1334–1345CrossRef Lee D, Franchi A, Son HI, Ha C, Bülthoff H, Giordano PR (2013) Semiautonomous haptic teleoperation control architecture of multiple unmanned aerial vehicles. IEEE ASME Trans Mechatron 18(4):1334–1345CrossRef
5.
Zurück zum Zitat Son HI, Franchi A, Chuang LL, Kim J, Bülthoff HH, Giordano PR (2013) Human-centered design and evaluation of haptic cueing for teleoperation of multiple mobile robots. IEEE Trans Cybern 43(2):597–609CrossRef Son HI, Franchi A, Chuang LL, Kim J, Bülthoff HH, Giordano PR (2013) Human-centered design and evaluation of haptic cueing for teleoperation of multiple mobile robots. IEEE Trans Cybern 43(2):597–609CrossRef
6.
Zurück zum Zitat Zhang J, Liu W, Wu Y (2011) Novel technique for vision-based UAV navigation. IEEE Trans Aerosp Electron Syst 47(4):2731–2741CrossRef Zhang J, Liu W, Wu Y (2011) Novel technique for vision-based UAV navigation. IEEE Trans Aerosp Electron Syst 47(4):2731–2741CrossRef
7.
Zurück zum Zitat Lam T, Mulder M, Paassen v (2007) Haptic interface for UAV collision avoidance. Int J Aviat Psychol 17(2):167–195CrossRef Lam T, Mulder M, Paassen v (2007) Haptic interface for UAV collision avoidance. Int J Aviat Psychol 17(2):167–195CrossRef
8.
Zurück zum Zitat Son HI, Chuang L, Kim J, Bülthoff H (2011) Haptic feedback cues can improve human perceptual awareness in multi-robots teleoperation. In: Int conf on control, automation and systems, pp 1323–1328 Son HI, Chuang L, Kim J, Bülthoff H (2011) Haptic feedback cues can improve human perceptual awareness in multi-robots teleoperation. In: Int conf on control, automation and systems, pp 1323–1328
9.
Zurück zum Zitat Chen JY, Barnes MJ, Harper-Sciarini M (2011) Supervisory control of multiple robots: human-performance issues and user-interface design. IEEE Trans Syst Man Cybern C Appl Rev 41(4):435–454CrossRef Chen JY, Barnes MJ, Harper-Sciarini M (2011) Supervisory control of multiple robots: human-performance issues and user-interface design. IEEE Trans Syst Man Cybern C Appl Rev 41(4):435–454CrossRef
10.
Zurück zum Zitat Labonte D, Boissy P, Michaud F (2010) Comparative analysis of 3-d robot teleoperation interfaces with novice users. IEEE Trans Syst Man Cybern B Cybern 40(5):1331–1342CrossRef Labonte D, Boissy P, Michaud F (2010) Comparative analysis of 3-d robot teleoperation interfaces with novice users. IEEE Trans Syst Man Cybern B Cybern 40(5):1331–1342CrossRef
11.
Zurück zum Zitat Pitman D (2010) Collaborative micro aerial vehicle exploration of outdoor environments. PhD Thesis, Massachusetts Institute of Technology Pitman D (2010) Collaborative micro aerial vehicle exploration of outdoor environments. PhD Thesis, Massachusetts Institute of Technology
12.
Zurück zum Zitat Giordano P, Deusch H, Lächele J, Bülthoff HH (2010) Visual-vestibular feedback for enhanced situational awareness in teleoperation of UAVs. In: AHS annual forum and technology display, pp 1–10 Giordano P, Deusch H, Lächele J, Bülthoff HH (2010) Visual-vestibular feedback for enhanced situational awareness in teleoperation of UAVs. In: AHS annual forum and technology display, pp 1–10
13.
Zurück zum Zitat Son HI, Kim J, Chuang L, Franchi A, Robuffo Giordano P, Lee D, Bülthoff H (2011) An evaluation of haptic cues on the tele-operator’s perceptual awareness of multiple UAVs’ environments. In: World haptics conference, pp 149–154 Son HI, Kim J, Chuang L, Franchi A, Robuffo Giordano P, Lee D, Bülthoff H (2011) An evaluation of haptic cues on the tele-operator’s perceptual awareness of multiple UAVs’ environments. In: World haptics conference, pp 149–154
14.
Zurück zum Zitat Son HI, Chuang LL, Franchi A, Kim J, Lee D, Lee S.-W., Bülthoff HH, Robuffo Giordano P (2011) Measuring an operator’s maneuverability performance in the haptic teleoperation of multiple robots. In: IEEE/RSJ int conf on intelligent robots and systems, pp 3039–3046 Son HI, Chuang LL, Franchi A, Kim J, Lee D, Lee S.-W., Bülthoff HH, Robuffo Giordano P (2011) Measuring an operator’s maneuverability performance in the haptic teleoperation of multiple robots. In: IEEE/RSJ int conf on intelligent robots and systems, pp 3039–3046
15.
Zurück zum Zitat Mast M, Španěl M, Arbeiter G, Štancl V, Materna Z, Weisshardt F, Burmester M, Smrž P, Graf B (2013) Teleoperation of domestic service robots: effects of global 3d environment maps in the user interface on operators’ cognitive and performance metrics. In: Social robotics. Springer, pp 392–401 Mast M, Španěl M, Arbeiter G, Štancl V, Materna Z, Weisshardt F, Burmester M, Smrž P, Graf B (2013) Teleoperation of domestic service robots: effects of global 3d environment maps in the user interface on operators’ cognitive and performance metrics. In: Social robotics. Springer, pp 392–401
16.
Zurück zum Zitat Nielsen C, Goodrich M, Ricks R (2007) Ecological interfaces for improving mobile robot teleoperation. IEEE Trans Robot 23(5):927–941CrossRef Nielsen C, Goodrich M, Ricks R (2007) Ecological interfaces for improving mobile robot teleoperation. IEEE Trans Robot 23(5):927–941CrossRef
17.
Zurück zum Zitat Kelly A, Chan N, Herman H, Huber D, Meyers R, Rander P, Warner R, Ziglar J, Capstick E (2011) Real-time photorealistic virtualized reality interface for remote mobile robot control. Int J Rob Res 30(3):384–404CrossRef Kelly A, Chan N, Herman H, Huber D, Meyers R, Rander P, Warner R, Ziglar J, Capstick E (2011) Real-time photorealistic virtualized reality interface for remote mobile robot control. Int J Rob Res 30(3):384–404CrossRef
18.
Zurück zum Zitat Steinfeld A, Fong T, Kaber D, Lewis M, Scholtz J, Schultz A, Goodrich M (2006) Common metrics for human-robot interaction. In: ACM SIGCHI/SIGART conf on human–robot interaction, pp 33–40 Steinfeld A, Fong T, Kaber D, Lewis M, Scholtz J, Schultz A, Goodrich M (2006) Common metrics for human-robot interaction. In: ACM SIGCHI/SIGART conf on human–robot interaction, pp 33–40
19.
Zurück zum Zitat Saleh JA, Karray F (2011) Towards unified performance metrics for multi-robot human interaction systems. In: Autonomous and intelligent systems. Springer, pp 311–320 Saleh JA, Karray F (2011) Towards unified performance metrics for multi-robot human interaction systems. In: Autonomous and intelligent systems. Springer, pp 311–320
20.
Zurück zum Zitat Gatsoulis Y, Virk GS, Dehghani-Sanij AA (2010) On the measurement of situation awareness for effective human–robot interaction in teleoperated systems. J Cogn Eng Decis Mak 4(1):69–98CrossRef Gatsoulis Y, Virk GS, Dehghani-Sanij AA (2010) On the measurement of situation awareness for effective human–robot interaction in teleoperated systems. J Cogn Eng Decis Mak 4(1):69–98CrossRef
21.
Zurück zum Zitat Lee DG, Cho GR, Lee MS, Kim B-S, Oh S, Son HI (2013) Human-centered evaluation of multi-user teleoperation for mobile manipulator in unmanned offshore plants. In: IEEE/RSJ int conf on intelligent robots and systems, pp 5431–5438 Lee DG, Cho GR, Lee MS, Kim B-S, Oh S, Son HI (2013) Human-centered evaluation of multi-user teleoperation for mobile manipulator in unmanned offshore plants. In: IEEE/RSJ int conf on intelligent robots and systems, pp 5431–5438
22.
Zurück zum Zitat Schreckenghost D, Milam T, Fong T (2010) Measuring performance in real time during human-robot operations with adjustable autonomy. IEEE Intell Syst 25:36–45CrossRef Schreckenghost D, Milam T, Fong T (2010) Measuring performance in real time during human-robot operations with adjustable autonomy. IEEE Intell Syst 25:36–45CrossRef
23.
Zurück zum Zitat Nisky I, Mussa-Ivaldi FA, Karniel A (2013) Analytical study of perceptual and motor transparency in bilateral teleoperation. IEEE Trans Hum Mach Syst 43(6):570–581CrossRef Nisky I, Mussa-Ivaldi FA, Karniel A (2013) Analytical study of perceptual and motor transparency in bilateral teleoperation. IEEE Trans Hum Mach Syst 43(6):570–581CrossRef
24.
Zurück zum Zitat Glas DF, Kanda T, Ishiguro H, Hagita N (2012) Teleoperation of multiple social robots. IEEE Trans Syst Man Cybern A Syst Hum 42(3):530–544CrossRef Glas DF, Kanda T, Ishiguro H, Hagita N (2012) Teleoperation of multiple social robots. IEEE Trans Syst Man Cybern A Syst Hum 42(3):530–544CrossRef
25.
Zurück zum Zitat Franchi A, Masone C, Grabe V, Ryll M, Bülthoff HH, Giordano PR (2012) Modeling and control of UAV bearing formations with bilateral high-level steering. Int J Rob Res 31(12):1504–1525CrossRef Franchi A, Masone C, Grabe V, Ryll M, Bülthoff HH, Giordano PR (2012) Modeling and control of UAV bearing formations with bilateral high-level steering. Int J Rob Res 31(12):1504–1525CrossRef
26.
Zurück zum Zitat Hong A, Bülthoff HH, Son HI (2013) A visual and force feedback for multi-robot teleoperation in outdoor environments: a preliminary result. In: IEEE int conf robot autom, pp 1471–1478 Hong A, Bülthoff HH, Son HI (2013) A visual and force feedback for multi-robot teleoperation in outdoor environments: a preliminary result. In: IEEE int conf robot autom, pp 1471–1478
27.
Zurück zum Zitat Franchi A, Masone C, Bülthoff HH, Giordano PR (2011) Bilateral teleoperation of multiple uavs with decentralized bearing-only formation control. In: IEEE/RSJ int conf on intelligent robots and systems. IEEE, pp 2215–2222 Franchi A, Masone C, Bülthoff HH, Giordano PR (2011) Bilateral teleoperation of multiple uavs with decentralized bearing-only formation control. In: IEEE/RSJ int conf on intelligent robots and systems. IEEE, pp 2215–2222
28.
Zurück zum Zitat Ryu J, Kim Y, Hannaford B (2004) Sampled-and continuous-time passivity and stability of virtual environments. IEEE Trans Robot 20(4):772–776CrossRef Ryu J, Kim Y, Hannaford B (2004) Sampled-and continuous-time passivity and stability of virtual environments. IEEE Trans Robot 20(4):772–776CrossRef
29.
Zurück zum Zitat Lee D, Huang K (2010) Passive-set-position-modulation framework for interactive robotic systems. IEEE Trans Robot 26(2):354–369CrossRef Lee D, Huang K (2010) Passive-set-position-modulation framework for interactive robotic systems. IEEE Trans Robot 26(2):354–369CrossRef
30.
Zurück zum Zitat Franken M, Stramigioli S, Misra S, Secchi C, Macchelli A (2011) Bilateral telemanipulation with time delays: a two-layer approach combining passivity and transparency. IEEE Trans Robot 27(4):741–756CrossRef Franken M, Stramigioli S, Misra S, Secchi C, Macchelli A (2011) Bilateral telemanipulation with time delays: a two-layer approach combining passivity and transparency. IEEE Trans Robot 27(4):741–756CrossRef
32.
Zurück zum Zitat Lächele J (2011) Development of a real-time simulation environment for multiple robot systems. Diploma Thesis, Eberhard Karls Universität Tübingen Lächele J (2011) Development of a real-time simulation environment for multiple robot systems. Diploma Thesis, Eberhard Karls Universität Tübingen
33.
Zurück zum Zitat Gescheider GA (1997) Psychophysics: the fundamentals. Lawrence Erlbaum Associates, Mahwah, New Jersey Gescheider GA (1997) Psychophysics: the fundamentals. Lawrence Erlbaum Associates, Mahwah, New Jersey
34.
Zurück zum Zitat Velagapudi P, Owens S, Scerri P, Sycara K, Le M (2009) Environmental factors affecting situation awareness in unmanned aerial vehicles. In: AIAA conf, pp 1–7 Velagapudi P, Owens S, Scerri P, Sycara K, Le M (2009) Environmental factors affecting situation awareness in unmanned aerial vehicles. In: AIAA conf, pp 1–7
Metadaten
Titel
Multimodal feedback for teleoperation of multiple mobile robots in an outdoor environment
verfasst von
Ayoung Hong
Dong Gun Lee
Heinrich H. Bülthoff
Hyoung Il Son
Publikationsdatum
27.08.2016
Verlag
Springer International Publishing
Erschienen in
Journal on Multimodal User Interfaces / Ausgabe 1/2017
Print ISSN: 1783-7677
Elektronische ISSN: 1783-8738
DOI
https://doi.org/10.1007/s12193-016-0230-y

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