Validity And Reliability Of Inertial Measurement Units In Obtaining A Lower Limb Stiffness Running Measure In High Level Track And Field Athletes PDF Download

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Validity and Reliability of Inertial Measurement Units in Obtaining a Lower Limb Stiffness Running Measure in High-level Track and Field Athletes

Validity and Reliability of Inertial Measurement Units in Obtaining a Lower Limb Stiffness Running Measure in High-level Track and Field Athletes
Author: Taylor Wileman
Publisher:
Total Pages: 304
Release: 2020
Genre: Athletes
ISBN:

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Introduction: Recent developments in inertial sensor technology mean real time monitoring and tracking of athletes in the daily training environment is now a possibility. Such developments have the potential for injury prevention and performance maximisation. Stiffness of the lower limb has known links to performance and injury risk; however, these measures have so far been limited to laboratory-based settings. Application of current sensor technology has the potential for ongoing stiffness assessment not only in the laboratory but also in the daily training environment. Actual training monitoring and changes to the way an athlete deals with loading (leg stiffness) on a regular basis could provide vital feedback to athletes, coaches, medical and support staff allowing for effective systems to be put in place to ensure athletes reach their potential. Study 1: The first aim of this thesis was to review existing literature surrounding the longitudinal assessment of lower limb stiffness in adult athletic populations. A systematic review was conducted which initially produced 630 results before being reduced to 6 for final analysis, highlighting the lack of research in this area. Data extracted focused on the population, methodologies and key findings of each study. The results concluded that the longitudinal assessment of lower limb stiffness had so far been isolated to laboratory-based settings and predominately measured through simple vertical hopping and jump tasks in the specific sporting population of Australian Rules Football players. From the results, the need for a field-based measure of lower limb stiffness was identified in order for stiffness to be assessed at more regular intervals to better understand the prospective links between lower limb stiffness, performance and injury. Study 2: Based on the findings from study 1, the primary aim of this study was to develop a valid and reliable field-based measure of lower limb stiffness in high-level track and field athletes during running (a task reflective of training and competition) using inertial measurement units. Nineteen high-level track and field athletes completed six running gait trials at a pace reflective of their event during competition. Data was captured using a fourteen-camera motion analysis system (250Hz), a force plate (1000Hz) and three inertial measurement units (500Hz). The gold standard stiffness measures from the motion analysis system were than compared with the stiffness measures derived from the inertial measurement units. Poor validity was found between the gold standard stiffness measures and the measures derived from the inertial measurement units. In addition, the results demonstrated that the data output from the inertial measurement units were not reliable when substituted into the existing measures of stiffness, warranting the need for further research. Conclusion: This thesis makes a novel contribution to the assessment of lower limb stiffness in athletic populations. Although a valid and reliable measure of lower limb stiffness using inertial measurement units still needs to be established, it is hoped that this research is the first step in developing a daily monitoring tool which may provide a proactive approach in managing an athlete's response to load. However, further refinements to the algorithm and developments in inertial sensor technology are required before this technology can be considered for use outside the traditional laboratory setting.


Biomechanics of Sprint Running

Biomechanics of Sprint Running
Author: Elena Bergamini
Publisher:
Total Pages: 130
Release: 2011
Genre:
ISBN: 9783846596579

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Sports biomechanics describes human movement from a performance enhancement and an injury reduction perspective. In this respect, the purpose of sports scientists is to support coaches and physicians with reliable information about athletes' technique. The lack of methods allowing for in-field athlete evaluation as well as for accurate joint force estimates represents, to date, the main limitation to this purpose. The investigations illustrated in the present thesis aimed at providing a contribution towards the development of the above mentioned methods. Two complementary approaches were adopted: a Low Resolution Approach - related to performance assessment - where the use of wearable inertial measurement units is exploited during different phases of sprint running, and a High Resolution Approach - related to joint kinetics estimate for injury prevention - where subject-specific, non-rigid constraints for knee joint kinematic modelling used in multi-body optimization techniques are defined. Results obtained using the Low Resolution Approach indicated that, due to their portability and inexpensiveness, inertial measurement systems are a valid alternative to laboratory-based instrumentation for in-field performance evaluation of sprint running. Using acceleration and angular velocity data, the following quantities were estimated: trunk inclination and angular velocity, instantaneous horizontal velocity and displacement of a point approximating the centre of mass, and stride and support phase durations. As concerns the High Resolution Approach, results indicated that the length of the anterior cruciate and lateral collateral ligaments decreased, while that of the deep bundle of the medial collateral ligament increased significantly during flexion. Variations of the posterior cruciate and the superficial bundle of the medial collateral ligament lengths were concealed by the experimental indeterminacy. A mathematical model was provided that allowed the estimate of subject-specific ligament lengths as a function of knee flexion and that can be integrated in a multi-body optimization procedure.


Wireless MEMS Networks and Applications

Wireless MEMS Networks and Applications
Author: Deepak Uttamchandani
Publisher: Elsevier
Total Pages: 290
Release: 2016-08-30
Genre: Technology & Engineering
ISBN: 0081004508

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Wireless MEMS Networks and Applications reviews key emerging applications of MEMS in wireless and mobile networks. This book covers the different types of wireless MEMS devices, also exploring MEMS in smartphones, tablets, and the MEMS used for energy harvesting. The book reviews the range of applications of wireless MEMS networks in manufacturing, infrastructure monitoring, environmental monitoring, space applications, agricultural monitoring for food safety, health applications, and systems for smart cities. Focuses on the use of MEMS in the emerging area of wireless applications Contains comprehensive coverage of the range of applications of MEMS for wireless networks Presents an international range of expert contributors who identify key research in the field


Influence of Athletic Training on Functional Lower-extremity Stiffness

Influence of Athletic Training on Functional Lower-extremity Stiffness
Author: Emma Louise Millett
Publisher:
Total Pages: 305
Release: 2016
Genre: Exercuse
ISBN:

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Stiffness of the leg spring quantifies the relationship between the amount of leg flexion and the external load to which limbs are subjected. Lower limb stiffness is essential to facilitate athlete performance and injury risk minimisation. However, stiffness modulation is reliant upon the task requirements, the individual's training status and the athletic training background of individuals. A systematic review highlighted a need to develop an understanding of how differing female athletic populations optimise stiffness to meet task demands and identify appropriate monitoring tools for athlete screening and subsequent longitudinal tracking of leg stiffness changes including potential associations with increased injury risk. Four studies were undertaken; 1) to investigate leg stiffness, joint stiffness and modulation strategy differences in female sub-populations from varied training backgrounds during discrete jumping tasks, 2) to evaluate the differences in leg stiffness between female sub-populations from varied training backgrounds during dynamic jumping and sports-specific tasks and to compare the observed stiffness measures between the tasks, 3) to assess differences in leg and joint stiffness in varying athletic populations during functional tasks and investigate the kinematic and kinetic mechanisms athletes utilise to modulate stiffness to meet sports-specific task demands, and 4) to evaluate longitudinal changes in stiffness across a season of training during dynamic and sports-specific tasks and evaluate potential links to injury risk in athletes. It was hypothesised that stiffness and the contributory kinetic and kinematic modulation strategies athletes utilise would differ between sub-populations. It was also theorised dynamic reactive jumping tasks may provide an adequate relationship to sports-specific tests. Additionally, it was expected that longitudinal changes in stiffness would be evident within the assessed athletic populations. Forty-seven female participants (20 nationally identified netballers, 13 high level endurance athletes and 14 age and gender matched controls) completed six unilateral tasks grouped into two categories; 1) discrete jumping tasks, traditionally utilised to assess stiffness (countermovement jump, drop jump, horizontal jump) and 2) functional sports-specific tasks (sprint, anticipated sidestep change of direction and repetitive hopping). Data was captured using a 10 camera motion analysis system (500 Hz) and force plate (1000 Hz) at three training phases; pre, post and off-season. Participants' self-reported lower body non-contact sports related injury incidence. Statistical analysis evaluated leg stiffness, joint stiffness, contributory kinematic mechanisms and prospective injury risk. No significant differences were evident in leg stiffness measures (p=0.321-0.849) during the discrete jumping tasks despite variations in the underlying contributory mechanisms (p


Performance of a Wearable Inertial Measurement Unit (IMU) as a Repeatable and Accurate Measurement System for Assessing Dynamic Postural Stability

Performance of a Wearable Inertial Measurement Unit (IMU) as a Repeatable and Accurate Measurement System for Assessing Dynamic Postural Stability
Author: Patrick Michael Carry
Publisher:
Total Pages: 134
Release: 2016
Genre:
ISBN:

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Recently, there has been a proliferation of wearable sensors for measuring movement. There is a strong need to evaluate these devices relative to exiting gold-standards. I aimed to compare the repeatability and accuracy of postural stability metrics obtained from an inertial measurement unit (IMU) relative to the current gold standard, three-dimensional optical motion analysis (3-D OMA). Based on the a-priori and interim sample size calculations, 30 subjects were included in this cross-sectional study. The two measurement methods simultaneously captured postural stability during a single limb squat (SLS) and a single limb drop (SLD) task. Linear mixed models were used to calculate intraclass correlation coefficients (ICC, repeatability), compare agreement between methods, and test the association between postural stability and limb dominance. The average age and BMI of the subjects was 28.3 years (±4.1) and 23.0 kg*m2 (±2.7), respectively. During the SLS, the median ICC value among the six postural stability metrics was 0.90 [range: 0.76-0.91] for the IMU system compared to 0.88 [Range: 0.70-0.89] for the 3-D OMA. Repeatability was lower during the SLD task. The median ICC value among the four postural stability metrics was 0.56 [range: 0.55-0.58] for the IMU method and 0.73 [range: 0.70-0.73] for the 3-D OMA method. The bias or mean difference between systems (IMU - 3-D OMA) in the range metric was 7.7° [limits of agreement: -1.6-17.0°] during the SLS. Agreement was much lower during the SLD. The difference in the range postural stability metric between systems was 81.1° [limits of agreement: -13.1-149.2°]. There was no difference [p>0.05] between limbs according to any of the postural stability metrics. Maximum knee flexion (surrogate for task effort) and activity level were significantly associated with the postural stability during the SLS. Both systems demonstrated high levels of precision and accuracy during the SLS. Lower levels of precision and accuracy were observed during the SLD. The calculation of angular metrics based on acceleration data appears to be prone to systematic bias during tasks that involve rapid changes in acceleration. Activity level and maximum knee flexion angle should be considered as potential confounding variables when evaluating postural stability.


Characterizing the Variability of Kinematic Outcome Measures and Compensatory Movements Using Inertial Measurement Units

Characterizing the Variability of Kinematic Outcome Measures and Compensatory Movements Using Inertial Measurement Units
Author: Benjamin F. Cornish
Publisher:
Total Pages:
Release: 2019
Genre: Gait disorders
ISBN:

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Cost-effective wearable sensors to measure movement have gained traction as research and clinical tools. The potential to quantify movement with a portable and inexpensive way could provide benefits to patient populations (e.g. amputees) to supplement or replace current clinical evaluations. For example, characterization of frontal plane kinematic outcome measures is a relevant movement pattern to a complex amputee population. The ability to capture such movements could have important therapeutic opportunities. The current research worked towards characterizing frontal plane compensatory movement patterns with kinematic outcome measures described by inertial measurement units (IMU) data in healthy adults. This was an initial step towards developing a future toolkit that could characterize normal and aberrant movement patterns in clinical populations. The thesis is comprised of two related studies. The first study set out to evaluate the numerical accuracy of IMU estimated spatial measures when compared to a gold standard system. Six subjects completed six different movement tasks while instrumented with optical motion capture and IMUs. Each movement task probed the accuracy of specific deviations (e.g. vertical deviation). The hypothesis was that outcome measures would be strongly associated (r>0.8) and mean error would not be significantly different from zero and the coefficient of repeatability would be within priori set limits of agreement (ł18 mm). Kinematic outcome measures had small mean error bias compared to gold standard measures and range of subject specific mean errors showed minimal differences. Task specific differences were evident when movement patterns exhibit large transverse rotations. These results showed the devices have a level of accuracy that may be suitable to characterize changes in movement patterns clinically. The second study aimed to utilize the same techniques from study 1 to describe compensatory kinematic outcome measures during a clinical obstacle avoidance task to differentiate between compensatory and normal movement patterns. Twelve subjects wore IMUs bilaterally on the ankles and on the belt above the right hip. An off the shelf orthotic knee brace was used to restrict lower limb knee joint kinematics (reduce range of motion). Participants completed 15 walking trials for three different brace conditions (No Brace, Unlocked Brace, Locked Brace) and two obstacle task conditions (Level Ground Walking and Obstacle Avoidance) to elicit a comparison of normal and compensatory movements. During the walking task, IMUs were able to characterize compensatory movements typical of the amputee population. Lateral deviation of the swinging foot was significantly larger during obstacle crossing with a locked brace compared to no brace. Maximum elevation of the limb was significantly larger while crossing obstacles compared to level ground walking and was precise enough to discern elevation differences of No Brace elevation from both Unlocked and Locked Brace conditions. Hip hiking was also significantly larger in the locked brace obstacle crossing from no brace obstacle crossing. Swing time was longer when the limb was braced and during obstacle crossing when compared to level ground walking. Healthy subjects had no significant changes to double support time compared those exhibited by amputees during walking. Overall, differences between IMU and gold standard measures are present. Mean error differences are present for certain tasks and criteria for agreeability between devices is not satisfied. Descriptive analysis of low subject mean error ranges across the majority of tasks indicate a potential utility in these measures to distinguish between movement patterns. During the clinical task, when knee mobility was manipulated compensatory movements were significantly different across conditions. This study provides evidence for the utility of IMU devices to support clinical gait analysis with quantifiable measures.


Research Methods in Physical Activity

Research Methods in Physical Activity
Author: Jerry R. Thomas
Publisher: Human Kinetics
Total Pages: 505
Release: 2022-05-03
Genre: Education
ISBN: 1718201028

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Research Methods in Physical Activity, Eighth Edition, offers step-by-step information for every aspect of the research process, providing guidelines for research methods so that students feel capable and confident using research techniques in kinesiology and exercise science disciplines


Stress Fractures

Stress Fractures
Author: Peter Brukner
Publisher: Blackwell Science Incorporated
Total Pages: 190
Release: 1999
Genre: Medical
ISBN: 9780867930153

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This much-needed reference serves as your best source for up-to-date, organized information on stress fractures. Written by three leading authorities in this area, Stress Fractures covers the pathophysiology, epidemiology, risk factors, and treatment associated with these injuries. The reference provides both theory about development of stress fractures and practical management of the various types and sites of stress fractures. It is an essential reference for all clinicians involved in the diagnosis, prescription, and management of these injuries. Authors Peter Brukner, Kim Bennell, and Gordon Matheson draw together their extensive knowledge base and expertise to provide current and comprehensive information about the subject. The pathophysiology and epidemiology of stress fractures are covered in the first two chapters. A general overview of diagnosis and treatment of stress fractures is provided in the following two chapters. In the concluding chapters, the management of specific stress fractures is described in detail for the upper limb, the trunk, the pelvis and thigh, the lower leg, and the foot and ankle. Recent advances in nuclear isotope scans, CT scans, and MRI have enabled stress fractures to be detected and identified much more easily. Stress Fractures pulls together the important information on the topic and offers a valuable, practical guide to risk factors and treatment options for this increasingly prevalent type of injury. This book is published by Blackwell Science and is not available from Human Kinetics in Australia.


Introduction to Sports Biomechanics

Introduction to Sports Biomechanics
Author: Roger Bartlett
Publisher: Routledge
Total Pages: 304
Release: 2002-04-12
Genre: Science
ISBN: 1135818177

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First published in 1996. Routledge is an imprint of Taylor & Francis, an informa company.