aiqbench analysis
This research investigates the biomechanical stability of quadruped robots carrying payloads using passive mechanical arms, specifically analyzing how stiffness and damping configurations interact with different locomotion gaits. By mapping ZMP margin reductions across crawl and trot patterns, the study provides critical insights for designing lightweight robotic systems that maintain balance without relying on heavy actuated manipulators. The findings are essential for advancing quadruped robotics, a subfield deeply intertwined with advanced control algorithms and machine learning optimization techniques.
Gait-Dependent Effects on Quadruped Locomotion for Load-Carrying using Passive Mechanism
arXiv:2609.11059v1 Announce Type: new Abstract: Passive mechanical interfaces offer a lightweight alternative to actuated manipulators for quadruped payload carrying, but their impedance directly couples the payload dynamics with the locomotion pattern. This paper analyzes how passive-arm stiffness-damping selection affects payload-carrying locomotion under different gait and payload conditions. We compare damped and underdamped passive-arm impedance configurations in simulation during flat-ground locomotion. For crawl gaits, where the support polygon remains well defined, the results show that underdamped impedance increases passive-joint oscillations and can reduce the ZMP margin with respect to the support polygon. Trot is retained as a dynamic excitation case for the passive arm, but it is not used for direct ZMP-margin stability comparison. The results are summarized in gait-payload-stiffness-damping maps, where ZMP-margin reduction is evaluated for crawl gaits and trot is retained only as a passive-arm excitation case.
Abstract:Passive mechanical interfaces offer a lightweight alternative to actuated manipulators for quadruped payload carrying, but their impedance directly couples the payload dynamics with the locomotion pattern. This paper analyzes how passive-arm stiffness-damping selection affects payload-carrying locomotion under different gait and payload conditions. We compare damped and underdamped passive-arm impedance configurations in simulation during flat-ground locomotion. For crawl gaits, where the support polygon remains well defined, the results show that underdamped impedance increases passive-joint oscillations and can reduce the ZMP margin with respect to the support polygon. Trot is retained as a dynamic excitation case for the passive arm, but it is not used for direct ZMP-margin stability comparison. The results are summarized in gait-payload-stiffness-damping maps, where ZMP-margin reduction is evaluated for crawl gaits and trot is retained only as a passive-arm excitation case.
Robotics (cs.RO)
arXiv:2609.11059 [cs.RO]
(or arXiv:2609.11059v1 [cs.RO] for this version)
https://doi.org/10.48550/arXiv.2609.11059 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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Full text under the publisher's open licence · 226 words
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