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Running

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Reducing the energy cost of running using a lightweight, low-profile elastic exosuit.

Journal of neuroengineering and rehabilitation
BACKGROUND: Human beings can enhance their distance running performance with the help of assistive devices. Although several such devices are available, they are heavy and bulky, which limits their use in everyday activities. In this study, we develo...

Design and Research of All-Terrain Wheel-Legged Robot.

Sensors (Basel, Switzerland)
Aiming at the crossing problem of complex terrain, to further improve the ability of obstacles crossing, this paper designs and develops an all-terrain wheel-legged hybrid robot (WLHR) with strong adaptability to the environment. According to the ope...

Anisotropic compliance of robot legs improves recovery from swing-phase collisions.

Bioinspiration & biomimetics
Uneven terrain in natural environments challenges legged locomotion by inducing instability and causing limb collisions. During the swing phase, the limb releases from the ground and arcs forward to target a secure next foothold. In natural environme...

Gait and locomotion analysis of a soft-hybrid multi-legged modular miniature robot.

Bioinspiration & biomimetics
The locomotion performance of the current legged miniature robots remains inferior compared to even the most simple insects. The inferiority has led researchers to utilize biological principles and control in their designs, often resulting in improve...

Human Activity Recognition Based on Residual Network and BiLSTM.

Sensors (Basel, Switzerland)
Due to the wide application of human activity recognition (HAR) in sports and health, a large number of HAR models based on deep learning have been proposed. However, many existing models ignore the effective extraction of spatial and temporal featur...

A support vector machine algorithm can successfully classify running ability when trained with wearable sensor data from anatomical locations typical of consumer technology.

Sports biomechanics
Greater understanding of differences in technique between runners may allow more beneficial feedback related to improving performance and decreasing injury risk. The purpose of this study was to develop and test a support vector machine classifier, w...

Explaining the differences of gait patterns between high and low-mileage runners with machine learning.

Scientific reports
Running gait patterns have implications for revealing the causes of injuries between higher-mileage runners and low-mileage runners. However, there is limited research on the possible relationships between running gait patterns and weekly running mil...

An insect-scale robot reveals the effects of different body dynamics regimes during open-loop running in feature-laden terrain.

Bioinspiration & biomimetics
The transition from the lab to natural environments is an archetypal challenge in robotics. While larger robots can manage complex limb-ground interactions using sensing and control, such strategies are difficult to implement on small platforms where...

Running birds reveal secrets for legged robot design.

Science robotics
Recapitulating avian locomotion opens the door for simple and economical control of legged robots without sensory feedback systems.

Multi-Model Running Latency Optimization in an Edge Computing Paradigm.

Sensors (Basel, Switzerland)
Recent advances in both lightweight deep learning algorithms and edge computing increasingly enable multiple model inference tasks to be conducted concurrently on resource-constrained edge devices, allowing us to achieve one goal collaboratively rath...