Gait and motion research references

Compare capture conditions, participant context and permitted uses before combining motion data.

Product context

VayuDeck connects rehabilitation-related motion research, immersive interfaces and a physical product concept. Motion-capture datasets, gait research and hand-tracking examples support different development questions. These public references preserve that distinction and link to original publishers. They do not expose participant-level records, assert clinical validation or imply that a proposed physical belt or device is already a tested treatment product.

Using these references

CMU motion-capture material and PhysioNet gait collections differ in sensors, populations and intended use. Preserve the original collection identifier and documentation when interpreting a signal. The older gait database has teaching-use constraints that should not be generalized to other collections. Neurological-disorder research data does not provide a basis for diagnosing a visitor. Multimodal recordings require alignment and an understanding of each sensor's units; a common time axis alone does not make measurements clinically interchangeable.

Evidence boundaries

This is informational research and software context, not diagnosis, treatment advice or a recommendation for an individual. Dataset licenses, participant protections and research-use limitations remain applicable to every downstream use.

Sources and public resources

CMU Motion Capture Database

Motion clips and skeleton formats. Selection, coordinates and subject differences affect motion features.

Publisher
Carnegie Mellon University Graphics Lab

The publisher prohibits resale of the motion data itself. No raw clips are redistributed here.

Link checked 2026-10-06. Automated access was not confirmed; use the publisher link to check availability.

Gait in Neurodegenerative Disease Database

Stride-timing research data and study citations. Measurements do not establish diagnosis, treatment or VayuDeck performance.

Publisher
PhysioNet

Reference information only. Participant records remain outside public Atlas pages; research use does not imply clinical suitability.

Link checked 2026-10-06. Publisher responded successfully.

Gait in Aging and Disease Database

Teaching collection of stride intervals. Its limited purpose and sample selection matter.

Publisher
PhysioNet

The dataset is described for teaching, not basic research publications. No participant data is redistributed here.

Link checked 2026-10-06. Publisher responded successfully.

Multimodal gait dataset

Documentation of synchronized brain, muscle, kinematic and ground-force measurements. Check recording conditions before comparison.

Publisher
PhysioNet

Dataset reference only; no participant signals, diagnoses or clinical recommendations are published.

Link checked 2026-10-06. Publisher responded successfully.

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