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Why animals can outrun robots

delete2024-04-24
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PRE
AI
S
Samuel A. Burden *
T
Thomas Libby
K
Kaushik Jayaram
S
Simon Sponberg
J
J. Maxwell Donelan
DOI:10.1126/scirobotics.adi9754delete
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摘要

摘要

En 中文
Animals are much better at running than robots. The difference in performance arises in the important dimensions of agility, range, and robustness. To understand the underlying causes for this performance gap, we compare natural and artificial technologies in the five subsystems critical for running: power, frame, actuation, sensing, and control. With few exceptions, engineering technologies meet or exceed the performance of their biological counterparts. We conclude that biology's advantage over engineering arises from better integration of subsystems, and we identify four fundamental obstacles that roboticists must overcome. Toward this goal, we highlight promising research directions that have outsized potential to help future running robots achieve animal-level performance.
Keyword:
ELASTIC ENERGY-STORAGE
LEGGED LOCOMOTION
POWER OUTPUT
MECHANICAL-PROPERTIES
GENERATING CAPACITY
NEURAL-NETWORKS
METABOLIC-RATE
MOTOR CONTROL
MOMENT ARM
DESIGN

期刊

Science Robotics 封面图
Science Robotics
IF:
27.5
论文数:
937
被引数:
1.4W

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University of Colorado System 封面图
University of Colorado System
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被引数: 1.8K
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University of Washington
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sri international
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1.5K
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university of colorado boulder
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被引数: 33
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