Skip to main content
Erschienen in: International Journal of Social Robotics 2/2013

01.04.2013

Quantifying the Human Likeness of a Humanoid Robot

verfasst von: Joachim von Zitzewitz, Patrick M. Boesch, Peter Wolf, Robert Riener

Erschienen in: International Journal of Social Robotics | Ausgabe 2/2013

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In research of human-robot interactions, human likeness (HL) of robots is frequently used as an individual, vague parameter to describe how a robot is perceived by a human. However, such a simplification of HL is often not sufficient given the complexity and multidimensionality of human-robot interaction. Therefore, HL must be seen as a variable influenced by a network of parameter fields. The first goal of this paper is to introduce such a network which systematically characterizes all relevant aspects of HL. The network is subdivided into ten parameter fields, five describing static aspects of appearance and five describing dynamic aspects of behavior. The second goal of this paper is to propose a methodology to quantify the impact of single or multiple parameters out of these fields on perceived HL. Prior to quantification, the minimal perceivable difference, i.e. the threshold of perception, is determined for the parameters of interest in a first experiment. Thereafter, these parameters are modified in whole-number multiple of the threshold of perception to investigate their influence on perceived HL in a second experiment. This methodology was illustrated on the parameters speed and sequencing (onset of joint movements) of the parameter field movement as well as on the parameter sound. Results revealed that the perceived HL is more sensitive to changes in sequencing than to changes in speed. The sound of the motors during the movement also reduced perceived HL. The presented methodology should guide further, systematic explorations of the proposed network of HL parameters in order to determine and optimize acceptance of humanoid robots.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Pfeifer R, Meili M (2011) Soft robots are the future. Tages-Anzeiger 2011, April 30 (in German) Pfeifer R, Meili M (2011) Soft robots are the future. Tages-Anzeiger 2011, April 30 (in German)
2.
Zurück zum Zitat Hashimoto T, Kato N, Kobayashi H (2010) Study on educational application of android robot SAYA: field trial and evaluation at elementary school. In: Intelligent robotics and applications. Lecture notes in computer science, vol 6425. Springer, Berlin, pp 505–516 CrossRef Hashimoto T, Kato N, Kobayashi H (2010) Study on educational application of android robot SAYA: field trial and evaluation at elementary school. In: Intelligent robotics and applications. Lecture notes in computer science, vol 6425. Springer, Berlin, pp 505–516 CrossRef
3.
Zurück zum Zitat Hanson D, Olney A, Prilliman S, Mathews E, Zielke M, Hammons D, Fernandez R, Stephanou H (2005) Upending the uncanny valley. In: Proceedings of the national conference on artificial intelligence, vol 20, p 1728 Hanson D, Olney A, Prilliman S, Mathews E, Zielke M, Hammons D, Fernandez R, Stephanou H (2005) Upending the uncanny valley. In: Proceedings of the national conference on artificial intelligence, vol 20, p 1728
4.
Zurück zum Zitat Bartneck C, Kanda T, Ishiguro H, Hagita N (2009) My robotic doppelgaenger—a critical look at the uncanny valley. In: The 18th IEEE international symposium on robot and human interactive communication (ROMAN 2009). IEEE Press, New York, pp 269–276 CrossRef Bartneck C, Kanda T, Ishiguro H, Hagita N (2009) My robotic doppelgaenger—a critical look at the uncanny valley. In: The 18th IEEE international symposium on robot and human interactive communication (ROMAN 2009). IEEE Press, New York, pp 269–276 CrossRef
5.
Zurück zum Zitat Mori M (1970) The uncanny valley. Energy 7(4):33–35. Translated by K.F. MacDorman and T. Minato Mori M (1970) The uncanny valley. Energy 7(4):33–35. Translated by K.F. MacDorman and T. Minato
6.
Zurück zum Zitat MacDorman KF, Green RD, Ho C-C, Koch C (2009) Too real for comfort: uncanny responses to computer generated faces. Comput Hum Behav 25(3):695–710 CrossRef MacDorman KF, Green RD, Ho C-C, Koch C (2009) Too real for comfort: uncanny responses to computer generated faces. Comput Hum Behav 25(3):695–710 CrossRef
7.
Zurück zum Zitat MacDorman KF (2005) Androids as an experimental apparatus: why is there an uncanny valley and can we exploit it. In: CogSci-2005 workshop: toward social mechanisms of android science, pp 106–118 MacDorman KF (2005) Androids as an experimental apparatus: why is there an uncanny valley and can we exploit it. In: CogSci-2005 workshop: toward social mechanisms of android science, pp 106–118
8.
Zurück zum Zitat Walters ML, Syrdal DS, Dautenhahn K, Te Boekhorst R, Koay KL (2008) Avoiding the uncanny valley: robot appearance, personality and consistency of behavior in an attention-seeking home scenario for a robot companion. Auton Robots 24(2):159–178 CrossRef Walters ML, Syrdal DS, Dautenhahn K, Te Boekhorst R, Koay KL (2008) Avoiding the uncanny valley: robot appearance, personality and consistency of behavior in an attention-seeking home scenario for a robot companion. Auton Robots 24(2):159–178 CrossRef
9.
Zurück zum Zitat Kanda T, Miyashita T, Osada T, Haikawa Y, Ishiguro H (2008) Analysis of humanoid appearances in human-robot interaction. IEEE Trans Robot 24(3):725–735 CrossRef Kanda T, Miyashita T, Osada T, Haikawa Y, Ishiguro H (2008) Analysis of humanoid appearances in human-robot interaction. IEEE Trans Robot 24(3):725–735 CrossRef
10.
Zurück zum Zitat Kupferberg A, Glasauer S, Huber M, Rickert M, Knoll A, Brandt T (2011) Biological movement increases acceptance of humanoid robots as human partners in motor interaction. AI & Soc 26:339–345 CrossRef Kupferberg A, Glasauer S, Huber M, Rickert M, Knoll A, Brandt T (2011) Biological movement increases acceptance of humanoid robots as human partners in motor interaction. AI & Soc 26:339–345 CrossRef
11.
Zurück zum Zitat Blow M, Dautenhahn K, Appleby A, Nehaniv CL, Lee DC (2006) Perception of robot smiles and dimensions for human-robot interaction design. In: The 15th IEEE international symposium on robot and human interactive communication (ROMAN 2006). IEEE, New York, pp 469–474 CrossRef Blow M, Dautenhahn K, Appleby A, Nehaniv CL, Lee DC (2006) Perception of robot smiles and dimensions for human-robot interaction design. In: The 15th IEEE international symposium on robot and human interactive communication (ROMAN 2006). IEEE, New York, pp 469–474 CrossRef
12.
Zurück zum Zitat Mitchell WJ, Szerszen KA, Lu AS, Schermerhorn PW, Scheutz M, MacDorman KF (2011) A mismatch in the human realism of face and voice produces an uncanny valley. i-Perception 2(1):10–12 CrossRef Mitchell WJ, Szerszen KA, Lu AS, Schermerhorn PW, Scheutz M, MacDorman KF (2011) A mismatch in the human realism of face and voice produces an uncanny valley. i-Perception 2(1):10–12 CrossRef
13.
Zurück zum Zitat Goetz J, Kiesler S, Powers A (2003) Matching robot appearance and behavior to tasks to improve human-robot cooperation. In: The proceedings of the 12th IEEE international workshop on robot and human interactive communication proceedings (ROMAN 2003). IEEE Press, New York, pp 55–60 Goetz J, Kiesler S, Powers A (2003) Matching robot appearance and behavior to tasks to improve human-robot cooperation. In: The proceedings of the 12th IEEE international workshop on robot and human interactive communication proceedings (ROMAN 2003). IEEE Press, New York, pp 55–60
14.
Zurück zum Zitat Minato T, Shimada M, Itakura S, Lee K, Ishiguro H (2006) Evaluating the human likeness of an android by comparing gaze behaviors elicited by the android and a person. Adv Robot 20(10):1147–1163 CrossRef Minato T, Shimada M, Itakura S, Lee K, Ishiguro H (2006) Evaluating the human likeness of an android by comparing gaze behaviors elicited by the android and a person. Adv Robot 20(10):1147–1163 CrossRef
15.
Zurück zum Zitat Guizzo E (2010) Who’s afraid of the uncanny valley? Blog, IEEE Spectrum, April 2010 Guizzo E (2010) Who’s afraid of the uncanny valley? Blog, IEEE Spectrum, April 2010
16.
Zurück zum Zitat Fitch W, Huber L, Bugnyar T (2010) Social cognition and the evolution of language: constructing cognitive phylogenies. Neuron 65(6):795–814 CrossRef Fitch W, Huber L, Bugnyar T (2010) Social cognition and the evolution of language: constructing cognitive phylogenies. Neuron 65(6):795–814 CrossRef
17.
Zurück zum Zitat Fong T, Nourbakhsh I, Dautenhahn K (2003) A survey of socially interactive robots. Robot Auton Syst 42:143–166 CrossRefMATH Fong T, Nourbakhsh I, Dautenhahn K (2003) A survey of socially interactive robots. Robot Auton Syst 42:143–166 CrossRefMATH
18.
Zurück zum Zitat Coeckelbergh M (2010) Humans, animals, and robots: a phenomenological APproach to human-robot relations. Int J Soc Robot 3:197–204 CrossRef Coeckelbergh M (2010) Humans, animals, and robots: a phenomenological APproach to human-robot relations. Int J Soc Robot 3:197–204 CrossRef
19.
Zurück zum Zitat Kidd CD (2003) Sociable robots: the role of presence and task in human-robot interaction. PhD thesis, Citeseer Kidd CD (2003) Sociable robots: the role of presence and task in human-robot interaction. PhD thesis, Citeseer
20.
Zurück zum Zitat Schroeder M (2009) Expressive speech synthesis: past, present, and possible futures. In: Affective information processing. Springer, London, pp 111–126 CrossRef Schroeder M (2009) Expressive speech synthesis: past, present, and possible futures. In: Affective information processing. Springer, London, pp 111–126 CrossRef
21.
Zurück zum Zitat Zen H, Tokuda K, Black AW (2009) Statistical parametric speech synthesis. Speech Commun 51(11):1039–1064 CrossRef Zen H, Tokuda K, Black AW (2009) Statistical parametric speech synthesis. Speech Commun 51(11):1039–1064 CrossRef
22.
Zurück zum Zitat Purves D, Augustine GJ, Fitzpatrick D, Hall WC, LaMantina A, McNamara JO, Mooney RD, Platt ML, Simon SA, White LE, Williams SM (2008) Neuroscience, 4th edn. Sinauer Associates, Sunderland Purves D, Augustine GJ, Fitzpatrick D, Hall WC, LaMantina A, McNamara JO, Mooney RD, Platt ML, Simon SA, White LE, Williams SM (2008) Neuroscience, 4th edn. Sinauer Associates, Sunderland
23.
Zurück zum Zitat Cabibihan JJ (2009) Design of prosthetic skins with humanlike softness. In: 13th international conference on biomedical engineering, vol 23. Springer, Berlin, Heidelberg, pp 2023–2026 CrossRef Cabibihan JJ (2009) Design of prosthetic skins with humanlike softness. In: 13th international conference on biomedical engineering, vol 23. Springer, Berlin, Heidelberg, pp 2023–2026 CrossRef
24.
Zurück zum Zitat Libera FD, Minato T, Fasel I, Ishiguro H, Menegatti E, Pagello E (2007) Teaching by touching: an intuitive method for development of humanoid robot motions. In: 7th IEEE-RAS international conference on humanoid robots, pp 352–359 Libera FD, Minato T, Fasel I, Ishiguro H, Menegatti E, Pagello E (2007) Teaching by touching: an intuitive method for development of humanoid robot motions. In: 7th IEEE-RAS international conference on humanoid robots, pp 352–359
25.
Zurück zum Zitat Voyles RM, Khosla PK (1995) Tactile gestures for human-robot interaction. In: IEEE/RSJ international conference on intelligent robots and systems Voyles RM, Khosla PK (1995) Tactile gestures for human-robot interaction. In: IEEE/RSJ international conference on intelligent robots and systems
26.
Zurück zum Zitat Johansson G (1973) Visual perception of biological motion and a model for its analysis. Atten Percept Psychophys 14(2):201–211 MathSciNetCrossRef Johansson G (1973) Visual perception of biological motion and a model for its analysis. Atten Percept Psychophys 14(2):201–211 MathSciNetCrossRef
27.
Zurück zum Zitat Chaminade T, Franklin DW, Oztop E, Cheng G (2005) Motor interference between humans and humanoid robots: effect of biological and artificial motion. In: Proceedings of the 4th international conference on development and learning, pp 96–101, July Chaminade T, Franklin DW, Oztop E, Cheng G (2005) Motor interference between humans and humanoid robots: effect of biological and artificial motion. In: Proceedings of the 4th international conference on development and learning, pp 96–101, July
28.
Zurück zum Zitat Matsui D, Minato T, MacDorman KF, Ishiguro H (2005) Generating natural motion in an android by mapping human motion. In: IEEE/RSJ international conference on intelligent robots and systems, pp 3301–3308, August Matsui D, Minato T, MacDorman KF, Ishiguro H (2005) Generating natural motion in an android by mapping human motion. In: IEEE/RSJ international conference on intelligent robots and systems, pp 3301–3308, August
29.
Zurück zum Zitat Kamide H, Yasumoto M, Mae Y, Takubo T, Ohara K, Arai T (2011) Comparative evaluation of virtual and real humanoid with robot-oriented psychology scale. In: IEEE international conference on robotics and automation (ICRA), pp 599–604, May Kamide H, Yasumoto M, Mae Y, Takubo T, Ohara K, Arai T (2011) Comparative evaluation of virtual and real humanoid with robot-oriented psychology scale. In: IEEE international conference on robotics and automation (ICRA), pp 599–604, May
30.
Zurück zum Zitat Ono T, Imai M, Ishiguro H (2001) A model of embodied communications with gestures between humans and robots. In: Proceedings of 23rd annual meeting of the cognitive science society, pp 732–737 Ono T, Imai M, Ishiguro H (2001) A model of embodied communications with gestures between humans and robots. In: Proceedings of 23rd annual meeting of the cognitive science society, pp 732–737
31.
Zurück zum Zitat Sidner CL, Kidd CD, Lee C, Lesh N (2004) Where to look: a study of human-robot engagement. In: Proceedings of the 9th international conference on intelligent user interfaces. ACM, New York, pp 78–84 Sidner CL, Kidd CD, Lee C, Lesh N (2004) Where to look: a study of human-robot engagement. In: Proceedings of the 9th international conference on intelligent user interfaces. ACM, New York, pp 78–84
32.
Zurück zum Zitat Sidner CL, Lee C, Kidd CD, Lesh N, Rich C (2005) Explorations in engagement for humans and robots. Artif Intell 166(1–2):140–164 CrossRef Sidner CL, Lee C, Kidd CD, Lesh N, Rich C (2005) Explorations in engagement for humans and robots. Artif Intell 166(1–2):140–164 CrossRef
33.
Zurück zum Zitat Kanda T, Ishiguro H, Imai M, Ono T (2004) Development and evaluation of interactive humanoid robots. Proc IEEE 92(11):1839–1850 CrossRef Kanda T, Ishiguro H, Imai M, Ono T (2004) Development and evaluation of interactive humanoid robots. Proc IEEE 92(11):1839–1850 CrossRef
34.
Zurück zum Zitat Ritter H, Steil JJ, Sagerer G (2010) Mit Kopf, Körper und Hand: Herausforderungen humanoider Roboter. at-Automatisierungstechnik 58(11):630–638 Ritter H, Steil JJ, Sagerer G (2010) Mit Kopf, Körper und Hand: Herausforderungen humanoider Roboter. at-Automatisierungstechnik 58(11):630–638
35.
Zurück zum Zitat Breazeal CL (2004) Designing sociable robots. MIT Press, Cambridge Breazeal CL (2004) Designing sociable robots. MIT Press, Cambridge
36.
Zurück zum Zitat Wang D, Narayanan S (2007) An acoustic measure for word prominence in spontaneous speech. IEEE Trans Audio Speech Lang Process 15(2):690–701 CrossRef Wang D, Narayanan S (2007) An acoustic measure for word prominence in spontaneous speech. IEEE Trans Audio Speech Lang Process 15(2):690–701 CrossRef
37.
Zurück zum Zitat Breazeal C, Fitzpatrick P (2000) That certain look: social amplification of animate vision. In: Proceedings of the AAAI fall symposium on society of intelligence agents—the human in the loop Breazeal C, Fitzpatrick P (2000) That certain look: social amplification of animate vision. In: Proceedings of the AAAI fall symposium on society of intelligence agents—the human in the loop
38.
Zurück zum Zitat Breazeal C (2004) Social interactions in HRI: the robot view. IEEE Trans Syst Man Cybern, Part C, Appl Rev 34(2):181–186 CrossRef Breazeal C (2004) Social interactions in HRI: the robot view. IEEE Trans Syst Man Cybern, Part C, Appl Rev 34(2):181–186 CrossRef
39.
Zurück zum Zitat Bruce A, Nourbakhsh I, Simmons R (2002) The role of expressiveness and attention in human-robot interaction. In: Proceedings of IEEE international conference on robotics and automation (ICRA’02), vol 4. IEEE Press, New York, pp 4138–4142 Bruce A, Nourbakhsh I, Simmons R (2002) The role of expressiveness and attention in human-robot interaction. In: Proceedings of IEEE international conference on robotics and automation (ICRA’02), vol 4. IEEE Press, New York, pp 4138–4142
40.
Zurück zum Zitat Dautenhahn K, Billard A (1999) Bringing up robots or—the psychology of socially intelligent robots: from theory to implementation. In: Proceedings of the third annual conference on autonomous agents. ACM, New York, pp 366–367 CrossRef Dautenhahn K, Billard A (1999) Bringing up robots or—the psychology of socially intelligent robots: from theory to implementation. In: Proceedings of the third annual conference on autonomous agents. ACM, New York, pp 366–367 CrossRef
41.
Zurück zum Zitat Asada M, MacDorman KF, Ishiguro H, Kuniyoshi Y (2001) Cognitive developmental robotics as a new paradigm for the design of humanoid robots. Robot Auton Syst 37(2):185–193 CrossRefMATH Asada M, MacDorman KF, Ishiguro H, Kuniyoshi Y (2001) Cognitive developmental robotics as a new paradigm for the design of humanoid robots. Robot Auton Syst 37(2):185–193 CrossRefMATH
42.
Zurück zum Zitat Scassellati B (2002) Theory of mind for a humanoid robot. Auton Robots 12(1):13–24 CrossRefMATH Scassellati B (2002) Theory of mind for a humanoid robot. Auton Robots 12(1):13–24 CrossRefMATH
43.
Zurück zum Zitat Borenstein S (2006) Scientists try to make robots more human. USA Today, November 2006 Borenstein S (2006) Scientists try to make robots more human. USA Today, November 2006
44.
Zurück zum Zitat Johnston JM, Pennypacker HS (1993) Strategies and tactics of behavioral research. Erlbaum, Hillsdale Johnston JM, Pennypacker HS (1993) Strategies and tactics of behavioral research. Erlbaum, Hillsdale
45.
Zurück zum Zitat Mataric MJ (1998) Behavior-based robotics as a tool for synthesis of artificial behavior and analysis of natural behavior. Trends Cogn Sci 2(3):82–86 CrossRef Mataric MJ (1998) Behavior-based robotics as a tool for synthesis of artificial behavior and analysis of natural behavior. Trends Cogn Sci 2(3):82–86 CrossRef
46.
Zurück zum Zitat Teodoro PDD (2007) Humanoid robot development of a simulation environment of an entertainment humanoid robot. Instituto Superior Tecnico Universidade Tecnica de Lisboa, Lisboa, pp 1–15 Teodoro PDD (2007) Humanoid robot development of a simulation environment of an entertainment humanoid robot. Instituto Superior Tecnico Universidade Tecnica de Lisboa, Lisboa, pp 1–15
47.
Zurück zum Zitat Kakebeeke TH, von Siebenthal K, Largo RH (1997) Differences in movement quality at term among preterm and term infants. Biol Neonate 71:367–378 CrossRef Kakebeeke TH, von Siebenthal K, Largo RH (1997) Differences in movement quality at term among preterm and term infants. Biol Neonate 71:367–378 CrossRef
48.
Zurück zum Zitat Largo RH, Kakebeeke TH (1994) Fine manipulative abilities in the first years of life. In: Motor Development in Children, p 33 Largo RH, Kakebeeke TH (1994) Fine manipulative abilities in the first years of life. In: Motor Development in Children, p 33
49.
Zurück zum Zitat Buechel M (2008) Patient-cooperative control strategy for 3D point-to-point movements applied to ARMin III. Semester thesis, Sensory-Motor Systems Lab, ETH Zurich, September Buechel M (2008) Patient-cooperative control strategy for 3D point-to-point movements applied to ARMin III. Semester thesis, Sensory-Motor Systems Lab, ETH Zurich, September
50.
Zurück zum Zitat de Vet HCW, Terwee CB, Knol DL, Bouter LM (2006) When to use agreement versus reliability measures. J Clin Epidemiol 59(10):1033–1039 CrossRef de Vet HCW, Terwee CB, Knol DL, Bouter LM (2006) When to use agreement versus reliability measures. J Clin Epidemiol 59(10):1033–1039 CrossRef
51.
Zurück zum Zitat Forssberg H (1985) Ontogeny of human locomotor control. I. Infant stepping, supported locomotion and transition to independent locomotion. Exp Brain Res 57:480–493 Forssberg H (1985) Ontogeny of human locomotor control. I. Infant stepping, supported locomotion and transition to independent locomotion. Exp Brain Res 57:480–493
52.
Zurück zum Zitat Schaal S (1999) Is imitation learning the route to humanoid robots? Trends Cogn Sci 3(6):233–242 CrossRef Schaal S (1999) Is imitation learning the route to humanoid robots? Trends Cogn Sci 3(6):233–242 CrossRef
53.
Zurück zum Zitat Mataric MJ (2002) Sensory-motor primitives as a basis for imitation: linking perception to action and biology to robotics. In: Imitation in animals and artifacts. MIT Press, Cambridge, pp 391–422 Mataric MJ (2002) Sensory-motor primitives as a basis for imitation: linking perception to action and biology to robotics. In: Imitation in animals and artifacts. MIT Press, Cambridge, pp 391–422
54.
Zurück zum Zitat Drumwright E, Jenkins OC, Mataric MJ (2004) Exemplar-based primitives for humanoid movement classification and control. In: Proceedings of IEEE international conference on robotics and automation (ICRA’04), vol 1. IEEE Press, New York, pp 140–145 Drumwright E, Jenkins OC, Mataric MJ (2004) Exemplar-based primitives for humanoid movement classification and control. In: Proceedings of IEEE international conference on robotics and automation (ICRA’04), vol 1. IEEE Press, New York, pp 140–145
55.
Zurück zum Zitat Hertzmann A, O’Sullivan C, Perlin K (2009) Realistic human body movement for emotional expressiveness. In: ACM SIGGRAPH 2009 courses (SIGGRAPH ’09), New York, NY, USA. ACM, New York, pp 20:1–20:27 Hertzmann A, O’Sullivan C, Perlin K (2009) Realistic human body movement for emotional expressiveness. In: ACM SIGGRAPH 2009 courses (SIGGRAPH ’09), New York, NY, USA. ACM, New York, pp 20:1–20:27
56.
Zurück zum Zitat Agur AMR, Lee MJ (1999) Grant’s atlas of anatomy, 10th edn. Williams Wilkins, Baltimore Agur AMR, Lee MJ (1999) Grant’s atlas of anatomy, 10th edn. Williams Wilkins, Baltimore
57.
Zurück zum Zitat Winter DA (1984) Kinematic and kinetic patterns in human gait: variability and compensating effects. Hum Mov Sci 3(1–2):51–76 CrossRef Winter DA (1984) Kinematic and kinetic patterns in human gait: variability and compensating effects. Hum Mov Sci 3(1–2):51–76 CrossRef
58.
Zurück zum Zitat Plamondon R (1991) On the origin of asymmetric bell-shaped velocity profiles in rapid aimed movements. Tutor Motor Neurosc 62:283–295 CrossRef Plamondon R (1991) On the origin of asymmetric bell-shaped velocity profiles in rapid aimed movements. Tutor Motor Neurosc 62:283–295 CrossRef
59.
Zurück zum Zitat Yamanaka K, Wada Y, Kawato M (2002) Quantitative examinations for human arm trajectory planning in three-dimensional space. IEICE Trans Inf Syst 85(3):602–603 Yamanaka K, Wada Y, Kawato M (2002) Quantitative examinations for human arm trajectory planning in three-dimensional space. IEICE Trans Inf Syst 85(3):602–603
60.
Zurück zum Zitat Kakebeeke TH (2010) Motorische Entwicklung I–VI. In: Motor control and learning 2, lecture SS10. ETH Zurich, Zurich Kakebeeke TH (2010) Motorische Entwicklung I–VI. In: Motor control and learning 2, lecture SS10. ETH Zurich, Zurich
Metadaten
Titel
Quantifying the Human Likeness of a Humanoid Robot
verfasst von
Joachim von Zitzewitz
Patrick M. Boesch
Peter Wolf
Robert Riener
Publikationsdatum
01.04.2013
Verlag
Springer Netherlands
Erschienen in
International Journal of Social Robotics / Ausgabe 2/2013
Print ISSN: 1875-4791
Elektronische ISSN: 1875-4805
DOI
https://doi.org/10.1007/s12369-012-0177-4

Weitere Artikel der Ausgabe 2/2013

International Journal of Social Robotics 2/2013 Zur Ausgabe

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.