Research
Find out more about research conducted with the support of DANU. Click to view full article online, or download PDF to your device.
A metric glossary on all metrics collected by the Danu system will be available here soon.
Work in progress.
Sports Research & Application
Published
Smart clothing for human movement analysis: future application in sport and clinical practice
Wearable smart textiles with embedded sensors can be used to monitor human movement, gait, balance, and mobility in real-world settings.
Published January 21st 2025
Validity & Reliability of the DANU system for walking and running gait assessment
The purpose of the study was to establish the validity and reliability of temporal gait outcomes calculated by the DANU sports system, against a 3D motion capture reference system.
Published November 2023
Wearables for running gait analysis: A study protocol
This paper outlines a protocol that will examine different grades of wearables for running gait analysis in
healthy individuals.
Published September 2023
Wearables for running gait analysis: A systematic review
We aimed to systematically review the available literature investigating how wearable technology is being used for running gait analysis in adults.
Published October 2022
Load monitoring in elite sport
DANU is a technology that can be used to monitor an athlete’s load in a remote environment as it measures bilateral gait, plyometric, & balance assessments to generate an intelligent movement profile of an athlete
August 2024

Research In Progress
Pilot Study - UPMC Santry ACL Research.
Protocol for Pre- & Post-Operative Monitoring in ACL.
The effects of Athrogenic Muscle Inhibition on gait following Anterior Cruciate Ligament injury
Commenced January 2025

PhD - Can the Danu System be used to Provide Lab-Grade Accuracy within Natural Sporting Environments
The aim is to investigate if the Danu system can be used to monitor biomechanical changes in gait & plyometrics to quantify performance outcomes by spatiotemporal and kinetic parameters across multiple dynamic & non-cyclical movements.
Commenced April 2025

PhD - Can the Danu System be used to Provide Lab-Grade Accuracy within Natural Sporting Environments
Investigating Biomechanical Adaptations to Advanced Cushioning Technologies in Running Shoes Using DANU Sensors
Commenced April 2025

PhD - Investigate if the Danu System can be used to Monitor Biomechanical Changes in Gait when Wearing the Super Spike Shoes.
The aim of this PhD is to investigate if the Danu system can be used to monitor biomechanical changes in gait and plyometrics to quantify performance outcomes when wearing the Super Spike shoes

Pilot Study - Menstrual Cycle Phase Biomechanical Analysis
This study aims to assess whether Danu socks can monitor suggested surrogate predictors of ACL injury during balance, gait, and jumping tasks, and to explore whether ACL injury risk varies across different phases of the menstrual cycle.
Commenced November 2025

Active Functional Monitoring Tool in Professional Sports Athlete Rehabilitation- The Vodacom Blue Bulls
How Danu is actively used by sports science teams managing athletes with lower limb injuries as a functional monitoring tool across all phases of rehabilitaion.
Commenced September 2025

Investigating ACL rehabilitation and Injury Forecasting in Women’s Field Sports
Investigating ACL rehabilitation and injury forecasting in women’s field sports to enhance recovery strategies and preventative measures
Commenced

Research In Progress
Pilot Study - UPMC Santry ACL Research.
Protocol for Pre- & Post-Operative Monitoring in ACL.
The effects of Athrogenic Muscle Inhibition on gait following Anterior Cruciate Ligament injury
Commenced January 2025

PhD - Can the Danu System be used to Provide Lab-Grade Accuracy within Natural Sporting Environments
The aim is to investigate if the Danu system can be used to monitor biomechanical changes in gait & plyometrics to quantify performance outcomes by spatiotemporal and kinetic parameters across multiple dynamic & non-cyclical movements.
Commenced April 2025

PhD - Can the Danu System be used to Provide Lab-Grade Accuracy within Natural Sporting Environments
Investigating Biomechanical Adaptations to Advanced Cushioning Technologies in Running Shoes Using DANU Sensors
Commenced April 2025

PhD: Investigate if the Danu System can be used to Monitor Biomechanical Changes in Gait when Wearing the Super Spike Shoes.
The aim of this PhD is to investigate if the Danu system can be used to monitor biomechanical changes in gait and plyometrics to quantify performance outcomes when wearing the Super Spike shoes

Pilot Study - Menstrual Cycle Phase Biomechanical Analysis- Danu Lab
This study aims to assess whether Danu socks can monitor suggested surrogate predictors of ACL injury during balance, gait, and jumping tasks, and to explore whether ACL injury risk varies across different phases of the menstrual cycle.
Commenced November 2025

Active Functional Monitoring Tool in Professional Sports Rehabilitation- The Vodacom Blue Bulls
How Danu is actively used by sports science teams managing athletes with lower limb injuries as a functional monitoring tool across all phases of rehabilitaion.
Commenced September 2025

Investigating ACL rehabilitation and Injury Forecasting in Women’s Field Sports
Investigating ACL rehabilitation and injury forecasting in women’s field sports to enhance recovery strategies and preventative measures
Commenced

Clinical Research
Research In Progress
CLINICAL TRIAL
Validation to Fall Prediction in Parkinson's Disease
Objective mobility assessment using wearable technology for clinical application in Parkinson's Disease.
Commenced April 2025
CLINICAL TRIAL
Clinical Validity in Parkinson's Disease
This observational study aims to explore the use of the DANU Smart Socks for gait and balance assessment in people with Parkinson's Disease.
Commenced April 2025
Objective Gait Assessment for Clinical Application in Populations with Parkinson's - Dublin Neurological Institute
This study aims to characterise gait in both clinical and home settings to identify gait parameters indicative of falls and contribute to the discovery of helpful biomarkers to improve Parkinson’s care.
Commenced April 2025

Care is Coming Home - University of Twente & Delft University of Technology
Research Description
Commenced 2026

Case Study - Dublin Neurological Institute
Case Study measuring the effects of the Menstrual Cycle and Mobility in Patients with Parkinson's Disease
Commenced April 2025

Case Study Analysis - National Orthopaedic Hospital, Dublin
Evaluating gait and mobility outcomes in individuals post total knee replacement.
Commenced January 2025

Case Study using Danu as a Monitoring Tool for Active Individuals with Parkinson's Disease.
Case study of using the DANU system to monitor active elderly individuals in their 70's living with Parkinson's disease
Commenced 2024
Exploration of Stair Gait
Progressing from the lab to the home setting
Commenced 2024

GAIT
Walk
Walking is a dynamic and fundamental gait movement in which the legs propel the body forward in a rhythmic, alternating pattern while maintaining continuous contact with the ground. It is commonly assessed in gait analysis to evaluate coordination, balance, and neuromuscular control across various populations. The walking cycle consists of two main phases:
- Stance Phase (~60% of the gait cycle): Includes heel strike, mid-stance, and toe-off, during which the foot is in contact with the ground and supports body weight.
- Swing Phase (~40%): The foot is lifted off the ground and moves forward in preparation for the next step.
Walking typically occurs at a self-selected pace on a flat, unobstructed surface, allowing for natural stride length and rhythm. Gait assessments can help detect abnormalities such as poor balance, uneven stride, or delayed reaction time, which may indicate underlying neuromuscular or orthopaedic issues.
Jog
Jog refers to a moderate-intensity gait movement that falls between walking and sprinting in terms of speed and effort. It is characterized by a steady, rhythmic motion where both feet briefly leave the ground during each stride cycle, though with less force and airtime than sprinting. The movement involves a continuous sequence of gait phases—heel strike, mid-stance, toe-off, and swing—executed at a controlled pace. Jogging is commonly used in fitness, rehabilitation, and sports performance settings to assess cardiovascular endurance, joint mechanics, and movement efficiency. Jogging can be performed on various surfaces and under different conditions to evaluate adaptability and detect subtle gait deviations. It is often used as a baseline or transitional activity in return-to-play protocols and endurance training programs.
Sprint
Sprint refers to a high-intensity, short-duration gait movement characterised by rapid, explosive forward propulsion using powerful, alternating leg motions. The movement involves a sequence of phases—start, acceleration, maximum velocity, and deceleration—each requiring precise timing and efficient force production. During sprinting, both feet are momentarily off the ground, distinguishing it from walking or jogging. Sprinting is commonly used in performance testing and biomechanical analysis to assess an individual's speed, power, coordination, and neuromuscular control. Sprints are typically assessed over set distances (e.g., 10m, 20m, 40m, 100m) on flat, unobstructed surfaces. Evaluating sprint biomechanics can help detect asymmetries, assess explosive power, and analyse stride length.
Agility
Agility refers to the ability to rapidly change direction, speed, or position in response to a stimulus, while maintaining control and balance. Agility involves a combination of neuromuscular coordination, strength, balance, and cognitive processing. It is often assessed through dynamic movement tasks that challenge an individual's ability to accelerate, decelerate, and redirect motion efficiently. Three examples of agility tests are: 505 agility test, shuttle run, and the t-test.
Free Run
Free run refers to a self-paced, unstructured running activity performed without a fixed distance, route, or surface. Unlike traditional running assessments conducted on flat, unobstructed tracks, a free run typically takes place in natural or urban environments where terrain, elevation, and direction may vary. This form of running emphasizes autonomy and adaptability, allowing the individual to respond to real-world conditions such as turns, inclines, obstacles, and changes in surface texture. Free runs are often used to evaluate how runners adjust their biomechanics and pacing strategies in dynamic settings. Because of its variability, free running can provide insights into functional mobility, decision-making, and environmental interaction that structured tests may not capture.

