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February 6, 2026Advanced Intelligent Systems1 citationsOpen Access

Characteristics, Management, and Utilization of Muscles in Musculoskeletal Humanoids: Empirical Study on Kengoro and Musashi

KKKento KawaharazukaKOKei OkadaMIMasayuki INABA

Key Points

  • The study aims to categorize and analyze the characteristics and management methods of muscles in musculoskeletal humanoids.
  • Categorization and analysis of muscle characteristics based on Kengoro and Musashi
  • Classification into five properties: redundancy, independency, anisotropy, variable moment arm, and nonlinear elasticity
  • Discussion of body schema learning, reflex control, and muscle grouping
  • Identified five critical muscle properties affecting performance
  • Classified advantages and disadvantages of musculoskeletal humanoids
  • Highlighted future challenges in control mechanisms and integrated movement systems

Abstract

Various musculoskeletal humanoids have been developed so far, and numerous studies on control mechanisms have been conducted to leverage the advantages of their biomimetic bodies. However, there has not been sufficient and unified discussion on the diverse properties inherent in these musculoskeletal structures, nor on how to manage and utilize them. Therefore, this study categorizes and analyzes the characteristics of muscles, as well as their management and utilization methods, based on the various research conducted on the musculoskeletal humanoids we have developed, Kengoro and Musashi. We classify the features of the musculoskeletal structure into five properties: redundancy, independency, anisotropy, variable moment arm, and nonlinear elasticity. We then organize the diverse advantages and disadvantages of musculoskeletal humanoids that arise from the combination of these properties. In particular, we discuss body schema learning and reflex control, along with muscle grouping and body schema adaptation. Also, we describe the implementation of movements through an integrated system and discuss future challenges and prospects.

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Cite This Study

Kawaharazuka et al. (2026) studied this question.

synapsesocial.com/papers/698586118f7c464f23009f72https://doi.org/10.1002/aisy.202500741
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