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.


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


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.


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.


Science and Football V

Science and Football V
Author: Thomas Reilly
Publisher: Routledge
Total Pages: 963
Release: 2005-05-27
Genre: Sports & Recreation
ISBN: 1134317344

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Science and Football V presents the edited papers from the Fifth World Congress on Science and Football that took place in Portugal in April 2003. The collection represents the latest scientific research into the variety of sports known as football such as association football; rugby codes (Union and League); national codes (American, Australian and Gaelic). A recurring theme for this series of conferences has been a commitment to bridge the gaps between theory and practice in the service of the promotion of high quality applied football science. The book is clearly structured into nine parts and focuses on the following key issues: introductory keynote address biomechanics and mechanics fitness test profiling of footballers performance and match analysis football medicine football training paediatric exercise science physiology and nutrition behavioural and social sciences. This collection provides valuable information for coaches, players, trainers, managers, medical and support staff, and scientific workers concerned with the range of football codes.


Running Mechanics and Gait Analysis

Running Mechanics and Gait Analysis
Author: Ferber, Reed
Publisher: Human Kinetics
Total Pages: 152
Release: 2014-03-20
Genre: Education
ISBN: 1450424392

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Running Mechanics and Gait Analysis With Online Video is the premier resource for running mechanics and injury prevention. Referencing over 250 peer-reviewed scientific manuscripts, this text is a comprehensive review of the research and clinical concepts related to gait and injury analysis.


Neuromuscular Fatigue

Neuromuscular Fatigue
Author: A. J. Sargeant
Publisher: Royal Netherlands Academy of
Total Pages: 195
Release: 1993-01-01
Genre: Medical
ISBN: 9780444857637

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Paperback. Neuromuscular fatigue is a phenomenon of great importance in everyday life as well as being of theoretical and clinical significance. Eleven years ago there was a seminal symposium on muscle fatigue held in London. The published proceedings (Ciba Foundation Symposium 82 - Human muscle fatigue: physiological mechanisms, Pitman, London, 1981) served as an important 'state-of-the-art' reference. In the intervening period there have been many developments with respect to our understanding of fatigue of the motor output, including processes located in the skeletal muscle fibres themselves as well as problems related to various aspects of (moto) neural muscle control. However, there are still uncertainties and important questions which remain unanswered. It was felt that the time was ripe to attempt a renewed synthesis by bringing together international experts from a range of complementary research areas. In this way it was hoped that attention co


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.