Skip to main content

Biomechanics of Walking in Real World: Naturalness we Wish to Reach in Virtual Reality

  • Chapter
  • First Online:
Human Walking in Virtual Environments

Abstract

In most virtual reality (VR) simulations the virtual world is larger than the real walking workspace. The workspace is often bounded by the tracking area or the display devices. Hence, many researchers have proposed technical solutions to make people walk through large virtual spaces using various types of metaphors and multisensory feedback. To achieve this goal it is necessary to understand how people walk in real life. This chapter reports biomechanical data describing human walking including kinematics, dynamics and energetics knowledge for straight line and nonlinear walking. Reference and normative values are provided for most of these variables, which could help developers and researchers improve the naturalness of walking in large virtual environments, or to propose evaluation metrics. For each section of this chapter, we will provide some potential applications in VR. On the one hand, this type of knowledge could be used to design more natural interaction devices such as omnidirectional treadmills, walk-in-place methods, or other facilities. A specific section is dedicated to comparisons between treadmill and ground walking as it is one of the most popular approaches in VR. On the other hand, this knowledge could also be useful to improve the quality of multisensory feedback when walking, such as adding sounds, vibrations, or more natural camera control.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Alexander RM (1986) Optimization and gaits in the locomotion of vertebrates. Physiol Rev 69:1199–1227

    Google Scholar 

  2. Alexander RM (2002) Energetics and optimization of human walking and running: the 2000 Raymond Pearl memorial lecture. Am J Hum Biol 14:641–648

    Article  Google Scholar 

  3. Alexander RM (2003) Principles of animal locomotion. Princeton University Press, Princeton, p 384

    Google Scholar 

  4. Alton F, Baldey L, Caplan S, Morrissey MC (1998) A kinematic comparison of overground and treadmill walking. Clin Biomech 13:434–440

    Article  Google Scholar 

  5. Andriacchi T, Ogle J, Galante J (1977) Walking speed as a basis for normal and abnormal gait measurements. J Biomech 10(4):261–268

    Article  Google Scholar 

  6. Auvinet B, Berrut G, Touzard C, Moutel L, Collet N, Chaleil D, Barrey E (2002) Reference data for normal subjects obtained with an accelerometric device. Gait Posture 16(2):124–134

    Article  Google Scholar 

  7. Bayat R, Barbeau H, Lamontagne A (2005) Speed and temporal distance adaptations during treadmill and overground walking following stroke. Neurorehabil Neural Repair 19(2):115–124

    Article  Google Scholar 

  8. Bertram JE, Ruina A (2001) Multiple walking speed-frequency relations are predicted by constrained optimization. J Theor Biol 209:445–453

    Article  Google Scholar 

  9. Bertram JE (2005) Constrained optimization in human walking: cost minimization and gait plasticity. J Exp Biol 208:979–991

    Article  Google Scholar 

  10. Bianchi L, Angelini D, Orani GP, Lacquaniti F (1998) Kinematic coordination in human gait: relation to mechanical energy cost. J Neurophysiol 79:2155–2170

    Google Scholar 

  11. Borghese NA, Bianchi L, Lacquaniti F (1996) Kinematic determinants of human locomotion. J Physiol 494(3):863–879

    Google Scholar 

  12. Boulic R, Magnenat-Thalmann N, Thalmann D (1990) A global human walking model with real-time kinematic personication. Vis Comput 6(6):344–358

    Article  Google Scholar 

  13. Cavagna GA, Kaneko M (1977) Mechanical work and efficiency in level walking and running. J Physiol 268:467–481

    Google Scholar 

  14. Chatterley F, Chockalingam N, Greenhalgh A (2007) Comparison of pelvic complex kinematics during normal locomotion in treadmill vs. overground walking. J Biomech 40(S2):S510–S511

    Article  Google Scholar 

  15. Chiu MC, Wang MJ (2007) The effect of gait speed and gender on perceived exertion, muscle activity, joint motion of lower extremity, ground reaction force and heart rate during normal walking. Gait Posture 25:385–392

    Article  Google Scholar 

  16. Chung M, Wang MJ (2010) The change of gait parameters during walking at different percentage of preferred walking speed for healthy adults aged 20–60 years. Gait Posture 31:131–135

    Article  Google Scholar 

  17. Cotes JE, Meade F (1960) The energy expenditure and mechanical energy demand in walking. Ergonomics 3:97–119

    Google Scholar 

  18. Dill DB (1965) Oxygen used in horizontal and grade walking and running on the treadmill. J Appl Physiol 20:19–22

    Google Scholar 

  19. Ding Q, Zhao X, Xiong A, Han J (2011) A novel motion estimate method of human joint with EMG-Driven model. In: International conference on bioinformatics and biomedical engineering (iCBBE), pp 1–5

    Google Scholar 

  20. Durgin FH, Reed C, Tigue C (2007) Step frequency and perceived self-motion. ACM Trans Appl Percept 4(1):article 5

    Google Scholar 

  21. Feasel J, Whitton MC, Wendt J (2008) Llcm-wip: low-latency, continuous-motion walking-in-place. In: Proceedings of the IEEE symposium on 3D user interfaces, pp 97–104

    Google Scholar 

  22. Flash T, Hogan N (1985) The coordination of arm movements: an experimentally confirmed mathematical model. J Neurosci 5(7):1688–1703

    Google Scholar 

  23. Glaister B, Bernatz G, Klute G, Orendurff M (2007) Video task analysis of turning during activities of daily living. Gait Posture 25(2):289–294

    Article  Google Scholar 

  24. Hase K, Stein R (1999) Turning strategies during human walking. J Neurophysiol 81(6):2914–2922

    Google Scholar 

  25. Hicheur H, Berthoz A (2005) How do humans turn? Head and body movements for the steering of locomotion. In: Proceedings of the 5th IEEE-RAS international conference on humanoid robots, pp 265–270

    Google Scholar 

  26. Hicheur H, Pham Q, Arechavaleta G, Laumond J, Berthoz A (2007) The formation of trajectories during goal-oriented locomotion in humans. I. A stereotyped behaviour. Eur J Neurosci 26(8):2376–2390

    Article  Google Scholar 

  27. Hof AL, Gazendam MG, Sinke WE (2005) The condition for dynamic stability. J Biomech 38:1–8

    Article  Google Scholar 

  28. Hof AL (2008) The ‘extrapolated center of mass’ concept suggests a simple control of balance in walking. Hum Mov Sci 27:112–125

    Article  Google Scholar 

  29. Hollman JH Does walking in a virtual environment induce unstable gait? Gait Posture 26:289–294

    Google Scholar 

  30. Huxham F, Gong J, Baker R, Morris M, Iansek R (2006) Defining spatial parameters for non-linear walking. Gait Posture 23(2):159–163

    Article  Google Scholar 

  31. Inman VT, Ralston HJ, Todd F (1981) Human walking. Williams & Wilkins, Baltimore

    Google Scholar 

  32. Iwata H, Yoshida Y (1999) Path reproduction tests using a torus treadmill. Presence Teleoper Virt Environ 8(6):587–597

    Article  Google Scholar 

  33. Jonkers I, Spaepen A, Papaioannou G, Stewart C (2002) An EMG-based, muscle driven forward simulation of single support phase of gait. J Biomech 35(5):609–619

    Article  Google Scholar 

  34. Kirtley C, Whittle MW, Jefferson RJ (1985) Influence of walking speed on gait parameters. J Biomed Eng 7(4):282–288

    Article  Google Scholar 

  35. Kito T, Yoneda T (2006) Dominance of gait cycle duration in casual walking. Hum Mov Sci 25:383–392

    Article  Google Scholar 

  36. Kong PW, Koh TMC, Tan WCR, Wang YS (2012) Unmatched perception of speed when running overground and on a treadmill. Gait Posture 36(1):46–48

    Google Scholar 

  37. Lécuyer A, Marchal M, Hamelin A, Wolinski D, Fontana F, Civolani M, Papetti S, Serafin S (2011) Shoes-your-style: changing sound of footsteps to create new walking experiences. In: Proceedings of workshop on sound and music computing for human-computer interaction (CHItaly), Alghero, Italy, 13–16 Sept 2011

    Google Scholar 

  38. Lee SJ, Hidler J (2007) Biomechanics of overground versus treadmill walking in healthy individuals. J Appl Physiol 104:01380

    Google Scholar 

  39. Lelas JL, Merriman GJ, Riley PO, Kerrigan DC (2003) Predicting peak kinematic and kinetic parameters from gait speed. Gait Posture 17:106–112

    Article  Google Scholar 

  40. Lotte F, Van Langhenhove A, Lamarche F, Ernest R, Renard Y, Arnaldi B, Lécuyer A (2010) Exploring large virtual environments by thoughts using a brain-computer interface based on motor imagery and high-level commands. Presence Teleoper Virtual Env 19:1 (MIT Press, Cambridge)

    Google Scholar 

  41. Marchal M, Pettré J, Lécuyer A (2011) Joyman: a human-scale joystick for navigating in virtual worlds. In: Proceedings of IEEE symposium on 3D user interface (3DUI’11), Singapour, 19–20 March 2011, pp 19–26

    Google Scholar 

  42. Masani K, Kouzaki M, Fukunaga T (2002) Variability of ground reaction forces during treadmill walking. J Appl Physiol 92:1885–1890

    Google Scholar 

  43. Milner M, Dall D, McConnel VA, Brennan PK, Hershler C (1973) Angle diagrams in the assessment of locomotor function. S.A Med J 47:951–957

    Google Scholar 

  44. Murray MP, Spurr GB, Sepic SB, Gardner GM, Mollinger LA (1985) Treadmill vs. foor walking: kinematics, electromyogram, and heart rate. J Appl Physiol 59(1):87–91

    Google Scholar 

  45. Nagasaki H, Ito H, Hashizurne K, Furuna T, Maruyama H, Kinugasa T (1996) Walking patterns and finger rhythm of older adults. Percept Mot Skills 82:435–447

    Article  Google Scholar 

  46. Nilsson J, Thorstensson A, Halbertsam J (1985) Changes in leg movements and muscle activity with speed of locomotion and mode of progression in humans. Acta Physiol Scand 123(4):457–475

    Article  Google Scholar 

  47. O’Connor SM, Xub HZ, Kuo AD (2012) Energetic cost of walking with increased step variability. Gait Posture 36(1):102–107

    Article  Google Scholar 

  48. Orendurff MS, Segal AD, Berge JS, Flick KC, Spanier D, Klute GK (2006) The kinematics and kinetics of turning: limb asymmetries associated with walking a circular path. Gait Posture 23:106–111

    Article  Google Scholar 

  49. Papetti S, Fontana F, Civolani M, Berrezag A, Hayward V (2010) Audio-tactile display of ground properties using interactive shoes. In: Proceedings of the haptic and audio interaction design, pp 117–128

    Google Scholar 

  50. Patla A, Prentice S, Rietdyk S, Allard F, Martin C (1999) What guides the selection of alternate foot placement during locomotion in humans. Exp Brain Res 128:441–450

    Article  Google Scholar 

  51. Pearsall DJ, Costigan PA (1999) The effect of segment parameter error on gait analysis results. Gait Posture 9:173–183

    Article  Google Scholar 

  52. Pettré J, Marchal M, Siret O, de la Rivière J-B, Lécuyer A (2011) Joyman: an immersive and entertaining interface for virtual locomotion. ACM SIGGRAPH Asia Emerging Technologies, Hong-Kong

    Google Scholar 

  53. Pham Q, Hicheur H, Arechavaleta G, Laumond J, Berthoz A (2007) The formation of trajectories during goal-oriented locomotion in humans. II. A maximum smoothness model. Eur J Neurosci 26(8):2391–2403

    Article  Google Scholar 

  54. Popp MM, Platzer E, Eichner M, Schade M (2004) Walking with and without walking: perception of distance in large-scale urban areas in reality and in virtual reality. Presence Teleoper Virtual Env 13(1): 61–76

    Google Scholar 

  55. Pozzo T, Berthoz A, Lefort L (1990) Head stabilization during various tasks in humans. I. Normal subjects. Exp Brain Res 82(1):97–106

    Article  Google Scholar 

  56. Rao G, Amarantini D, Berton E, Favier D (2006) Infuence of body segments’ parameters estimation models on inverse dynamics solutions during gait. J Biomech 39:1531–1536

    Article  Google Scholar 

  57. Richardson M, Flash T (2002) Comparing smooth arm movements with the two-thirds power law and the related segmented-control hypothesis. J Neurosci 22(18):8201–8211

    Google Scholar 

  58. Riley PO, Paolini G, Croce UD, Paylo KW, Kerrigan DC (2007) A kinematic and kinetic comparison of overground and treadmill walking in healthy subjects. Gait Posture 26(1):17–24

    Article  Google Scholar 

  59. Sasaki K, Neptune RR (2005) Differences in muscle function during walking and running at the same speed. J Biomech 39(11):2005–2013

    Article  Google Scholar 

  60. Savelberg HHCM, Vorstenbosch MATM, Kamman EH, van de Weijer JGW, Schambardt HC (1998) Intra-stride belt-speed variation affects treadmill locomotion. Gait Posture 7(1):26–34

    Article  Google Scholar 

  61. Schellenbach M, Lövdén M, Verrel J, Krüger A, Lindenberger U (2010) Adult age differences in familiarization to treadmill walking within virtual environments. Gait Posture 31:295–299

    Article  Google Scholar 

  62. Sekiya N, Nagasaki H, Ito H, Furuna T (1996) The invariant relationship between step length and step rate during free walking. J Hum Mov Stud 30:241–257

    Google Scholar 

  63. Sekiya N, Nagasaki H, Ito H, Furuna T (1997) Optimal walking in terms of variability in step-length. J Orthop Sports Phys Ther 26:266–272

    Google Scholar 

  64. Sekiya N, Nagasaki H (1998) Reproducibility of the walking patterns of normal young adults: test-retest reliability of the walk ratio (step-length: step-rate). Gait Posture 7:225–227

    Article  Google Scholar 

  65. Slater M, Usohg M, Steed A (1995) Taking steps: the influence of a walking technique on presence in virtual reality. ACM Trans Comput Hum Interact 2(3):201–219

    Article  Google Scholar 

  66. Souman JL, Giordano PR, Frissen I, De Luca A, Ernst MO (2010) Making virtual walking real: perceptual evaluation of a new treadmill control algorithm. ACM Trans Appl Percept 7(2):Article11

    Google Scholar 

  67. Stanney KM (2002) Handbook of virtual environments: design, implementation, and applications. Lawrence Erlbaum Associates, Mahwah

    Google Scholar 

  68. Taylor N, Evans O, Goldie P (1996) Angular movements of the lumbar spine and pelvis can be reliably measured after 4 minutes of treadmill walking. Clin Biomech 11(8):484–486

    Article  Google Scholar 

  69. Terrier P, Schutz Y (2003) Variability of gait patterns during unconstrained walking assessed by satellite positioning (GPS). Eur J Appl Physiol 90(5):554–561

    Article  Google Scholar 

  70. Terziman L, Lécuyer A, Hillaire S, Wiener J (2009) Can camera motions improve the perception of traveled distance in virtual environments? In: IEEE international conference on virtual reality (IEEE VR), Lafayette, US

    Google Scholar 

  71. Terziman L, Marchal M, Emily M, Multon F, Arnaldi B, Lecuyer A (2010) Shake-your-head: revisiting walking-in-place for desktop virtual reality. In: ACM symposium on virtual reality software and technology (ACM VRST), Hong-Kong, China

    Google Scholar 

  72. Terziman L, Marchal M, Multon F, Arnaldi B, Lécuyer A (2011) Comparing virtual trajectories made in slalom using walking-in-place and joystick techniques. In: Proceedings of joint virtual reality conference (Joint eurographics symposium on virtual environments-Euro VR conference, JVRC), Nottingham UK, 20–21 Sept 2011

    Google Scholar 

  73. Terziman L, Marchal M, Multon F, Arnaldi B, Lécuyer A (2012) The king-kong effects: improving sensation of walking in VR with visual and tactile vibrations at each step. In: Proceedings of the IEEE symposium on 3D user interfaces 2012

    Google Scholar 

  74. van Emmerik R, Wagenaar R (1996) Effects of walking velocity on relative phase dynamics in the trunk in human walking. J Biomech 29(9):1175–1184

    Article  Google Scholar 

  75. Vaughan KR (1984) Biomechanics of running gait. Crit Rev Eng 12(1):1–48

    Google Scholar 

  76. Vaughan CL, Davis BL, O’Connor J (1992) Dynamics of human gait. Human Kinetics Publishers, Champaign

    Google Scholar 

  77. Vieilledent S, Kerlirzin Y, Dalbera S, Berthoz A (2001) Relationship between velocity and curvature of a human locomotor trajectory. Neurosci Lett 305(1):65–69

    Article  Google Scholar 

  78. Visell Y, Law A, Ip J, Smith S, Cooperstock J (2010) (2010) Interaction capture in immersive virtual environments via an intelligent floor surface. In: Proceedings of IEEE virtual reality, pp 313–314

    Google Scholar 

  79. Viviani P, Terzuolo C (1982) Trajectory determines movement dynamics. Neuroscience 7:431–437

    Article  Google Scholar 

  80. Warabi T, Kato M, Kiriyama K, Yoshida T, Kobayashi N (2005) Treadmill walking and overground walking of human subjects compared by recording sole-floor reaction force. Neurosci Res 53(3):343–348

    Article  Google Scholar 

  81. Warren WHJ, Kay BA, Zosh WD, Duchon AP, Sahuc S (2001) Optic flow is used to control human walking. Nat Neurosci 4(2):213–216

    Article  Google Scholar 

  82. Wass E, Taylor NF, Matsas A (2005) Familiarisation to treadmill walking in unimpaired older people. Gait Posture 21(1):72–79

    Article  Google Scholar 

  83. Wendt J, Whitton MC, Brooks F (2010) Gud wip: gait-understanding-driven walking-in-place. In: Proceedings of IEEE virtual reality, pp 51–58

    Google Scholar 

  84. White SC, Yack HJ, Tucker CA, Lin HY (1998) Comparison of vertical ground reaction forces during overground and treadmill walking. Med Sci Sports Exercise 30:1537–1542

    Article  Google Scholar 

  85. Whittle M (1991) Gait Analysis: an introduction. Butterworth-Heinemann, Oxford

    Google Scholar 

  86. Winter DA (1979) A new definition of mechanical work done in human movement. J Appl Physiol Respirat Environ Exercise Physiol 46(1):79–83

    Google Scholar 

  87. Winter DA (1991) The biomechanics and motor control of human gait: normal, elderly and pathological. University of Waterloo press, Ontario

    Google Scholar 

  88. Zijlstra W, Rutgers AWF, Hof AL, Van Weerden TW (1995) Voluntary and involuntary adaptation of walking to temporal and spatial constraints. Gait Posture 3:13–18

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Franck Multon .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer Science+Business Media New York

About this chapter

Cite this chapter

Multon, F., Olivier, AH. (2013). Biomechanics of Walking in Real World: Naturalness we Wish to Reach in Virtual Reality . In: Steinicke, F., Visell, Y., Campos, J., Lécuyer, A. (eds) Human Walking in Virtual Environments. Springer, New York, NY. https://doi.org/10.1007/978-1-4419-8432-6_3

Download citation

  • DOI: https://doi.org/10.1007/978-1-4419-8432-6_3

  • Published:

  • Publisher Name: Springer, New York, NY

  • Print ISBN: 978-1-4419-8431-9

  • Online ISBN: 978-1-4419-8432-6

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics