Validation of Smart Garments for Gait Classification
Validation of Smart Garments for Gait and Balance Assessment
The aim of this study is therefore to validate Myant SKIIN garments for the purpose of gait and balance assessment. To achieve this, we recruit young healthy adults from the University of Waterloo to wear Skiin products (see Fig. 1). Participants will be asked to perform a number of scripted gait and balance tasks.
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Detailed Description
Specific objectives of this study are:
- To validate Skiin gait characterization algorithm (based on single garment solutions - already developed based on a literature and a previous study conducted at the University of Waterloo);
- To develop algorithms for multi-garments solutions that aim to extract additional kinematic parameters such as joint angles.
Gait metrics from Skiin garments will be compared to metrics from a gold standard measurement (Vicon motion capture) to indicate accuracy, precision and reliability.
Study Type
Study Type
Enrollment (Actual)
Enrollment
Contacts and Locations
Study Locations
-
-
Ontario
-
Waterloo, Ontario, Canada, N2L3G1
- University of Waterloo - Engineering 7
-
-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Genders Eligible for Study
Sampling Method
Study Population
A convenience-sample of 20 healthy individuals will be recruited for this study.
Description
Inclusion Criteria:
- Healthy male and female adults aged 18y - 64y old
Exclusion Criteria:
- Self-reported lower limb conditions, neurological disorders, history of concussion/brain trauma, and/or condition limiting exercise is to mitigate additional risk for injury and/or adverse reactions associated with exercise.
Study Plan
How is the study designed?
Design Details
- Observational Models: COHORT
- Time Perspectives: PROSPECTIVE
Number of groups / cohorts
Cohorts and Interventions
Group / CohortGroup / Cohort |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
Healthy individuals
Gait study protocol |
Participants will be asked to wear a Skiin smart garment over their own clothes. Small motion capture markers will be placed on their body and pressure-sensitive insoles placed into their shoes to measure the pressure underneath their feet during the study tasks. Once the sensors are ready for collection, participants will be asked to complete 5 tasks associated with their daily activities: 1. Locomotion; 2. Lower limb strength - repeated sit-to-stand-to-sit transitions; 3. Lower limb strength and locomotion - Timed Up and Go; 4. Free walking during a 2min walk; 5. Standing balance, postural control. |
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Error in step length metric
Time Frame: Collection during the single study session of 1.5 hours.
|
The difference between step lengths calculated from Skiin data and from Vicon data for each scripted gait tasks. |
Collection during the single study session of 1.5 hours.
|
|
Error in stride length metric
Time Frame: Collection during the single study session of 1.5 hours.
|
The difference between stride length calculated from Skiin data and from Vicon data for each scripted gait tasks. |
Collection during the single study session of 1.5 hours.
|
|
Error in cadence metric
Time Frame: Collection during the single study session of 1.5 hours.
|
The difference between cadence calculated from Skiin data and from Vicon data for each scripted gait tasks. |
Collection during the single study session of 1.5 hours.
|
|
Error in step duration (s) metric, and its asymmetry
Time Frame: Collection during the single study session of 1.5 hours.
|
The difference between step duration (s), and its asymmetry calculated from Skiin data and from Vicon data for each scripted gait tasks. |
Collection during the single study session of 1.5 hours.
|
|
Error in stride duration (s) metric, and its asymmetry
Time Frame: Collection during the single study session of 1.5 hours.
|
The difference between stride duration (s), and its asymmetry calculated from Skiin data for each scripted gait tasks. |
Collection during the single study session of 1.5 hours.
|
|
Error in stance duration (s) metric, and its asymmetry
Time Frame: Collection during the single study session of 1.5 hours.
|
The difference between stance duration (s), and its asymmetry calculated from Skiin data and from Vicon data for each scripted gait tasks. |
Collection during the single study session of 1.5 hours.
|
|
Error in swing duration (s) metric, and its asymmetry
Time Frame: Collection during the single study session of 1.5 hours.
|
The difference between swing duration(s), and its asymmetry calculated from Skiin data and from Vicon data for each scripted gait tasks. |
Collection during the single study session of 1.5 hours.
|
|
Error in initial double support (s) metric, and its asymmetry
Time Frame: Collection during the single study session of 1.5 hours.
|
The difference between double support (s), and its asymmetry calculated from Skiin data and from Vicon data for each scripted gait tasks. |
Collection during the single study session of 1.5 hours.
|
|
Error in terminal double support (s) metric, and its asymmetry
Time Frame: Collection during the single study session of 1.5 hours.
|
The difference between terminal double support (s), and its asymmetry calculated from Skiin data and from Vicon data for each scripted gait tasks. |
Collection during the single study session of 1.5 hours.
|
|
Error in double support (s) metric, and its asymmetry
Time Frame: Collection during the single study session of 1.5 hours.
|
The difference between double support (s), and its asymmetry calculated from Skiin data and from Vicon data for each scripted gait tasks. |
Collection during the single study session of 1.5 hours.
|
|
Error in single limb support (s) metric, and its asymmetry
Time Frame: Collection during the single study session of 1.5 hours.
|
The difference between single limb support (s), and its asymmetry calculated from Skiin data and from Vicon data for each scripted gait tasks. |
Collection during the single study session of 1.5 hours.
|
|
Error in gait speed metric
Time Frame: Collection during the single study session of 1.5 hours.
|
The difference between gait speed calculated from Skiin data and from Vicon data for each scripted gait tasks. |
Collection during the single study session of 1.5 hours.
|
|
Error in stride speed metric
Time Frame: Collection during the single study session of 1.5 hours.
|
The difference between stride speed calculated from Skiin data and from Vicon data for each scripted gait tasks. |
Collection during the single study session of 1.5 hours.
|
|
Error in mean CoM sway distance
Time Frame: Collection during the single study session of 1.5 hours.
|
The difference between sway distance of the Center of mass calculated from Skiin data and from Vicon data for each scripted balance tasks. |
Collection during the single study session of 1.5 hours.
|
|
Error in mean CoM sway velocity
Time Frame: Collection during the single study session of 1.5 hours.
|
The difference between sway velocity of the Center of mass calculated from Skiin data and from Vicon data for each scripted balance tasks. |
Collection during the single study session of 1.5 hours.
|
|
Error in CoM sway area
Time Frame: Collection during the single study session of 1.5 hours.
|
The difference between sway area of the Center of mass calculated from Skiin data and from Vicon data for each scripted balance tasks. |
Collection during the single study session of 1.5 hours.
|
|
Error in CoM sway frequency
Time Frame: Collection during the single study session of 1.5 hours.
|
The difference between sway frequency of the Center of mass calculated from Skiin data and from Vicon data for each scripted balance tasks. |
Collection during the single study session of 1.5 hours.
|
Collaborators and Investigators
Sponsor
Sponsor
Collaborators
Collaborators
Investigators
Investigators
- Principal Investigator: James Tung, PhD, University of Waterloo
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Actual)
Primary Completion
Study Completion (Actual)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Keywords
Other Study ID Numbers
Other Study ID Numbers
- Myant/Waterloo/42689
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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