Cargando…

Automatic Classification of Sub-Techniques in Classical Cross-Country Skiing Using a Machine Learning Algorithm on Micro-Sensor Data

The automatic classification of sub-techniques in classical cross-country skiing provides unique possibilities for analyzing the biomechanical aspects of outdoor skiing. This is currently possible due to the miniaturization and flexibility of wearable inertial measurement units (IMUs) that allow res...

Descripción completa

Detalles Bibliográficos
Autores principales:	Rindal, Ole Marius Hoel, Seeberg, Trine M., Tjønnås, Johannes, Haugnes, Pål, Sandbakk, Øyvind
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2017
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5795945/ https://www.ncbi.nlm.nih.gov/pubmed/29283421 http://dx.doi.org/10.3390/s18010075

Ejemplares similares

Assessment of Basic Motions and Technique Identification in Classical Cross-Country Skiing
por: Tjønnås, Johannes, et al.
Publicado: (2019)

Sex-based differences in speed, sub-technique selection, and kinematic patterns during low- and high-intensity training for classical cross-country skiing
por: Solli, Guro Strøm, et al.
Publicado: (2018)

Physiological and Biomechanical Determinants of Sprint Ability Following Variable Intensity Exercise When Roller Ski Skating
por: Seeberg, Trine M., et al.
Publicado: (2021)

Sex-based differences in sub-technique selection during an international classical cross-country skiing competition
por: Strøm Solli, Guro, et al.
Publicado: (2020)

The influence of tactical positioning on performance in sprint cross-country skiing
por: Haugnes, Pål, et al.
Publicado: (2023)

The Dynamics of the Anaerobic Energy Contribution During a Simulated Mass-Start Competition While Roller-Ski Skating on a Treadmill
por: Noordhof, Dionne A., et al.
Publicado: (2021)

The influence of race tactics for performance in the heats of an international sprint cross-country skiing competition
por: Haugnes, Pål, et al.
Publicado: (2022)

Race development and performance-determining factors in a mass-start cross-country skiing competition
por: Seeberg, Trine M., et al.
Publicado: (2023)

Validation of temporal parameters within the skating sub-techniques when roller skiing on a treadmill, using inertial measurement units
por: Meyer, Frédéric, et al.
Publicado: (2022)

Physiological and Biomechanical Responses to Cross-Country Skiing in Varying Terrain: Low- vs. High-Intensity
por: Seeberg, Trine M., et al.
Publicado: (2021)

Development of a Framework for the Investigation of Speed, Power, and Kinematic Patterns in Para Cross-Country Sit-Skiing: A Case Study of an LW12 Athlete
por: Baumgart, Julia Kathrin, et al.
Publicado: (2019)

Blood Pressure Response and Pulse Arrival Time During Exercise Testing in Well-Trained Individuals
por: Heimark, Sondre, et al.
Publicado: (2022)

Laboratory- and field-based performance-predictions in cross-country skiing and roller-skiing
por: Talsnes, Rune Kjøsen, et al.
Publicado: (2021)

Estimation of Mechanical Power Output Employing Deep Learning on Inertial Measurement Data in Roller Ski Skating
por: Uddin, Md Zia, et al.
Publicado: (2021)

Inner-Cycle Phases Can Be Estimated from a Single Inertial Sensor by Long Short-Term Memory Neural Network in Roller-Ski Skating
por: Meyer, Frédéric, et al.
Publicado: (2022)

Framework for In-Field Analyses of Performance and Sub-Technique Selection in Standing Para Cross-Country Skiers
por: Carlsen, Camilla H., et al.
Publicado: (2021)

Using the power balance model to simulate cross-country skiing on varying terrain
por: Moxnes, John F, et al.
Publicado: (2014)

How Hinge Positioning in Cross-Country Ski Bindings Affect Exercise Efficiency, Cycle Characteristics and Muscle Coordination during Submaximal Roller Skiing
por: Bolger, Conor M., et al.
Publicado: (2016)

Choice of Pole and Ski Lengths Among Elite Cross-Country Skiers: The Influence of Sex and Performance Level
por: Torvik, Per-Øyvind, et al.
Publicado: (2021)

What is the optimal classical style sub-technique during uphill roller skiing in elite male cross-country skiers?
por: Lund-Hansen, Magne, et al.
Publicado: (2023)

Automatic Classification of the Sub-Techniques (Gears) Used in Cross-Country Ski Skating Employing a Mobile Phone
por: Stöggl, Thomas, et al.
Publicado: (2014)

A simulation of cross-country skiing on varying terrain by using a mathematical power balance model
por: Moxnes, John F, et al.
Publicado: (2013)

Contribution from cross-country skiing, start time and shooting components to the overall and isolated biathlon pursuit race performance
por: Luchsinger, Harri, et al.
Publicado: (2020)

Classification of Cross-Country Ski Skating Sub-Technique Can Be Automated Using Carrier-Phase Differential GNSS Measurements of the Head’s Position
por: Gløersen, Øyvind, et al.
Publicado: (2021)

Comparison of High and Low Responders to a Cross-Country Skiing Talent Transfer Program: A Coach’s Perspective
por: Sæther, Stig Arve, et al.
Publicado: (2021)

The Effects of Sub‐Technique and Pole Length on Classic Roller Skiing Performance and Physiological Responses at Steep Uphill Inclination
por: Torvik, Per-Øyvind, et al.
Publicado: (2021)

Development of Performance, Physiological and Technical Capacities During a Six-Month Cross-Country Skiing Talent Transfer Program in Endurance Athletes
por: Talsnes, Rune Kjøsen, et al.
Publicado: (2020)

The role of incline, performance level, and gender on the gross mechanical efficiency of roller ski skating
por: Sandbakk, Øyvind, et al.
Publicado: (2013)

Mechanical energy and propulsion mechanics in roller-skiing double-poling at increasing speeds
por: Danielsen, Jørgen, et al.
Publicado: (2021)

Mechanical energetics and dynamics of uphill double-poling on roller-skis at different incline-speed combinations
por: Danielsen, Jørgen, et al.
Publicado: (2019)

Comparison of Exclusive Double Poling to Classic Techniques of Cross-country Skiing
por: STÖGGL, THOMAS, et al.
Publicado: (2019)

Analysis of a sprint ski race and associated laboratory determinants of world-class performance
por: Sandbakk, Øyvind, et al.
Publicado: (2010)

The influence of increased distal loading on metabolic cost, efficiency, and kinematics of roller ski skating
por: Bolger, Conor M., et al.
Publicado: (2018)

Preparing for the Nordic Skiing Events at the Beijing Olympics in 2022: Evidence-Based Recommendations and Unanswered Questions
por: Sandbakk, Øyvind, et al.
Publicado: (2021)

The role of external power demand on the choice of technique in classic cross-country skiing
por: Ettema, Gertjan, et al.
Publicado: (2023)

Analysis of Classical Time-Trial Performance and Technique-Specific Physiological Determinants in Elite Female Cross-Country Skiers
por: Sandbakk, Øyvind, et al.
Publicado: (2016)

Physiological Comparisons of Elite Male Visma Ski Classics and National Level Cross-Country Skiers During Uphill Treadmill Roller Skiing
por: Sagelv, Edvard H., et al.
Publicado: (2018)

Propulsive Power in Cross-Country Skiing: Application and Limitations of a Novel Wearable Sensor-Based Method During Roller Skiing
por: Gløersen, Øyvind, et al.
Publicado: (2018)

Performance and Micro-Pacing Strategies in a Classic Cross-Country Skiing Sprint Race
por: Ihalainen, Simo, et al.
Publicado: (2020)

Comparison of High- vs. Low-Responders Following a 6-Month XC Ski-Specific Training Period: A Multidisciplinary Approach
por: Talsnes, Rune Kjøsen, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_jgamf58s5s2gvo0is1vf3qhtiq