Benchmarking Human Likeness of Bipedal Robot Locomotion: State of the Art and Future Trends

Diego Torricelli*, Rahman S.M. Mizanoor, Vittorio Lippi, Maarten Weckx, Glenn Mathijssen, Bram Vanderborght, Thomas Mergner, Dirk Lefeber, Jose L Pons

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

The difficulty of defining standard benchmarks for human likeness is a well-know problem in bipedal robotics. This chapter reviews methods and criteria for the assessment of the sensorimotor mechanisms involved in human walking and posture. We focused on the potential of the reviewed methods to be used as benchmarks for human-like locomotion of bipedal robots. For walking conditions, several criteria and methods related to dynamic similarity, passivity and dynamicity, static stability, and energy consumption have been identified. As for standing functions, we identified the most relevant features characterizing the human postural sensorimotor mechanisms, and presented the experimental protocols currently used to evaluate the human-like robotic performance. Furthermore, we discussed how the current robotic competitions such as RoboCup and DARPA Robotics Challenges can contribute to the identification of relevant benchmarks. Finally, we speculated about the importance of international consensus on the quantitative definition of human likeness, and suggested some future actions for improving collaboration and standardization within the scientific community.

Original languageEnglish (US)
Title of host publicationCognitive Systems Monographs
PublisherSpringer Verlag
Pages147-166
Number of pages20
DOIs
StatePublished - Jan 1 2020

Publication series

NameCognitive Systems Monographs
Volume36
ISSN (Print)1867-4925
ISSN (Electronic)1867-4933

Fingerprint

Benchmarking
Robotics
Robots
Standardization
Identification (control systems)
Energy utilization

Keywords

  • Benchmarking
  • Bipedal robot
  • Human likeness
  • Humanoid
  • Locomotion
  • Standing

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science(all)

Cite this

Torricelli, D., Mizanoor, R. S. M., Lippi, V., Weckx, M., Mathijssen, G., Vanderborght, B., ... Pons, J. L. (2020). Benchmarking Human Likeness of Bipedal Robot Locomotion: State of the Art and Future Trends. In Cognitive Systems Monographs (pp. 147-166). (Cognitive Systems Monographs; Vol. 36). Springer Verlag. https://doi.org/10.1007/978-3-030-14126-4_8
Torricelli, Diego ; Mizanoor, Rahman S.M. ; Lippi, Vittorio ; Weckx, Maarten ; Mathijssen, Glenn ; Vanderborght, Bram ; Mergner, Thomas ; Lefeber, Dirk ; Pons, Jose L. / Benchmarking Human Likeness of Bipedal Robot Locomotion : State of the Art and Future Trends. Cognitive Systems Monographs. Springer Verlag, 2020. pp. 147-166 (Cognitive Systems Monographs).
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Torricelli, D, Mizanoor, RSM, Lippi, V, Weckx, M, Mathijssen, G, Vanderborght, B, Mergner, T, Lefeber, D & Pons, JL 2020, Benchmarking Human Likeness of Bipedal Robot Locomotion: State of the Art and Future Trends. in Cognitive Systems Monographs. Cognitive Systems Monographs, vol. 36, Springer Verlag, pp. 147-166. https://doi.org/10.1007/978-3-030-14126-4_8

Benchmarking Human Likeness of Bipedal Robot Locomotion : State of the Art and Future Trends. / Torricelli, Diego; Mizanoor, Rahman S.M.; Lippi, Vittorio; Weckx, Maarten; Mathijssen, Glenn; Vanderborght, Bram; Mergner, Thomas; Lefeber, Dirk; Pons, Jose L.

Cognitive Systems Monographs. Springer Verlag, 2020. p. 147-166 (Cognitive Systems Monographs; Vol. 36).

Research output: Chapter in Book/Report/Conference proceedingChapter

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Torricelli D, Mizanoor RSM, Lippi V, Weckx M, Mathijssen G, Vanderborght B et al. Benchmarking Human Likeness of Bipedal Robot Locomotion: State of the Art and Future Trends. In Cognitive Systems Monographs. Springer Verlag. 2020. p. 147-166. (Cognitive Systems Monographs). https://doi.org/10.1007/978-3-030-14126-4_8