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36 pages, 5626 KB  
Review
A Review of the Application and Cutting-Edge Research Progress of Drag-Reducing Coating Technology in Ice and Snow Sports Equipment
by Guangjin Wang, Yongzhi Zhang, Yinsheng Lin, Wen Tang and Zhichao Han
Coatings 2026, 16(5), 606; https://doi.org/10.3390/coatings16050606 - 17 May 2026
Viewed by 357
Abstract
Drag-reducing coating technology is a core approach to enhancing the performance of ice and snow sports equipment. By regulating the interfacial characteristics between the equipment surface and the ice or snow medium, it significantly reduces frictional resistance during motion, thereby optimizing athletes’ speed [...] Read more.
Drag-reducing coating technology is a core approach to enhancing the performance of ice and snow sports equipment. By regulating the interfacial characteristics between the equipment surface and the ice or snow medium, it significantly reduces frictional resistance during motion, thereby optimizing athletes’ speed performance and control precision. This paper aims to review the current research status and challenges in this technological field. The review first elaborates on the fundamental principles of applying drag-reducing coatings to key equipment such as skis, sleds, and ice skates, covering current mainstream coating material systems, key preparation processes, and comprehensive performance evaluation methods. Furthermore, integrating multidisciplinary advances in surface engineering, fluid dynamics, and materials science, this review specifically examines how these disciplines can be harnessed to address the unique tribological challenges of snow/ice interfaces. It focuses on cutting-edge research directions such as micro-nano-structured coatings driven by biomimetic design concepts and smart coatings with environmental responsiveness. By synthesizing existing research achievements and potential technological bottlenecks, this paper aims to provide a systematic, theoretical basis and innovative ideas for the future development of a new generation of high-performance, intelligent ice and snow sports equipment. Full article
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16 pages, 1230 KB  
Article
Long Conjugate Sequence Resistance Training to Improve Strength, Power and Competition Performance in Speed Skaters
by Froukje Sliedrecht, Kilian Stoker, Inge K. Stoter, Stein G. P. Menting and Marije T. Elferink-Gemser
J. Funct. Morphol. Kinesiol. 2026, 11(2), 186; https://doi.org/10.3390/jfmk11020186 - 5 May 2026
Viewed by 782
Abstract
Background: Long conjugate sequence (LCS) resistance training aims to maintain and increase strength and power to enhance sport-specific performance. This study examined (1) how strength and power change during alternating periods of an LCS program, and (2) the relationship between strength, power, [...] Read more.
Background: Long conjugate sequence (LCS) resistance training aims to maintain and increase strength and power to enhance sport-specific performance. This study examined (1) how strength and power change during alternating periods of an LCS program, and (2) the relationship between strength, power, and performance in long-track (LT) and short-track (ST) speed skating. Methods: Twenty-three speed skaters (sixteen men, seven women; age = 18.0 [17.0, 19.0], sub-elite to elite performance level) followed a 39-week LCS program alternating strength and power periods. Strength (Isometric Mid-Thigh Pull) and power (Squat Jump) were assessed after each period. Linear mixed-effects models were used to examine the effects of time (baseline and four follow-up assessments), sport (long-track vs. short-track), and sex (male vs. female) on absolute and relative measures of strength and power. Models included fixed effects for time, sport, and sex with all two-way interactions, a random intercept for participants, and a first-order autoregressive covariance structure to account for repeated measures. Model selection followed backward elimination guided primarily by the corrected Akaike Information Criterion (AICc). Kendall’s tau correlations tested associations between strength, power, and competition performances closest to assessments. Results: Change in absolute and relative strength across the season differed by sex (F(4, 33.57) = 2.72, p = 0.046; F(4, 31.86) = 3.50, p = 0.02), with an increase only in male skaters (baseline to Test 4: +406 N ± 115, p = 0.01; +4.37 N/kg ± 1.41, p = 0.03). Absolute power changed (F(4, 33.74) = 3.81, p = 0.01) specifically in the early season (baseline to Test 1: +151 N ± 40, p < 0.01), while relative power remained stable (F(4, 53.05) = 1.94, p = 0.12). Higher absolute strength and power correlated with better LT (n = 12, τ = −0.58–0.67) and ST (n = 9, τ = −0.56–0.89) performance. Yet, relative strength related only to ST performance (n = 9, τ = −0.78–0.89), and relative power chiefly to the first 100 m of a LT performance (n = 12, τ = −0.49). Conclusions: The LCS method is associated with strength development without compromising power. The findings highlight the relationship between resistance training-induced outcomes and speed skating performance. Full article
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17 pages, 1891 KB  
Article
Assessing High-Intensity Acceleration Efforts Using Local Positioning System—Introducing the Concept of the Relative Acceleration Threshold to Ice Hockey
by Christian Bielmann, Karin Fischer-Sonderegger, Quirin Söhnlein, Wolfgang Taube and Markus Tschopp
Sports 2026, 14(2), 62; https://doi.org/10.3390/sports14020062 - 4 Feb 2026
Cited by 1 | Viewed by 1224
Abstract
Current methods for assessing acceleration efforts (accefforts) in ice hockey do not account for the influence of initial skating speed on maximal voluntary acceleration capacity, which may lead to a biased evaluation of acceffort intensity. In this study, we introduce [...] Read more.
Current methods for assessing acceleration efforts (accefforts) in ice hockey do not account for the influence of initial skating speed on maximal voluntary acceleration capacity, which may lead to a biased evaluation of acceffort intensity. In this study, we introduce the conceptual approach of the relative acceleration threshold (relthreshold) to ice hockey and outline its potential benefits for the assessment of accefforts. Locomotion data derived from observations of 17 players across 10 official games were used to model the initial-skating-speed-dependent maximal voluntary acceleration capacity (amax–vinit capacity), from which a team-specific relthreshold was determined (relthreshold_75% = 3.23 − 0.365vinit), and, subsequently, applied to assess accefforts alongside a fix threshold set at 2 m·s−2 (fixthreshold_2). Differences in accefforts depended on the method used (relthreshold_75% vs. fixthreshold_2) as well as the playing position when using the relthreshold_75%. The fixthreshold_2 reported 89.1 ± 35.8% more accefforts than the relthreshold_75%. However, only one-third of these accefforts exceeded relthreshold_75%, which is considered indicative of neuromuscularly intense accefforts according to the modeled amax–vinit capacity. Moreover, at skating speeds above 4 m·s−1, the fixthreshold_2 only assessed a negligible number of accefforts, whereas the relthreshold_75% assessed 27.2 ± 9.3% of all its accefforts. In line with established theoretical rationales, the observational findings of this study suggest that an acceleration threshold adapted to the initial skating speed offers a conceptually more valid approach to assessing accefforts in ice hockey. Full article
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24 pages, 3321 KB  
Article
Kalman-Based Joint Analysis of IMU and Plantar-Pressure Data During Speed-Skating Slideboard Training
by Huan Wang, Luye Zong, Guodong Ma and Keqiang Zong
Sensors 2026, 26(1), 272; https://doi.org/10.3390/s26010272 - 1 Jan 2026
Viewed by 864
Abstract
Efficient monitoring of lower-limb coordination is important for understanding movement characteristics during off-ice speed-skating training. This study aimed to develop an analytical framework to characterize the kinematic–kinetic coupling of the lower limbs during slideboard skating tasks using wearable sensors. Eight national-level junior speed [...] Read more.
Efficient monitoring of lower-limb coordination is important for understanding movement characteristics during off-ice speed-skating training. This study aimed to develop an analytical framework to characterize the kinematic–kinetic coupling of the lower limbs during slideboard skating tasks using wearable sensors. Eight national-level junior speed skaters performed standardized simulated skating movements on a slideboard while wearing sixteen six-axis inertial measurement units (IMUs) and Pedar-X in-shoe plantar-pressure insoles. Joint-angle trajectories and plantar-pressure signals were temporally synchronized and preprocessed using a Kalman-based multimodal state-estimation approach. Third-order polynomial regression models were applied to examine the nonlinear relationships between hip–knee joint angles and plantar loading across four distinct movement phases. The results demonstrated consistent coupling patterns between angular displacement and peak plantar pressure across phases (R2 = 0.72–0.84, p < 0.01), indicating coordinated behavior between joint kinematics and plantar kinetics during simulated skating movements. These findings demonstrate the feasibility of a Kalman-based joint analysis framework for fine-grained assessment of lower-limb coordination in slideboard speed-skating training and provide a methodological basis for future investigations using wearable sensor systems. Full article
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28 pages, 3034 KB  
Review
Review of Thrust Vectoring Technology Applications in Unmanned Aerial Vehicles
by Yifan Luo, Bo Cui and Hongye Zhang
Drones 2025, 9(10), 689; https://doi.org/10.3390/drones9100689 - 6 Oct 2025
Cited by 4 | Viewed by 8431
Abstract
Thrust vectoring technology significantly improves the manoeuvrability and environmental adaptability of unmanned aerial vehicles by dynamically regulating the direction and magnitude of thrust. In this paper, the principles and applications of mechanical thrust vectoring technology, fluidic thrust vectoring technology and the distributed electric [...] Read more.
Thrust vectoring technology significantly improves the manoeuvrability and environmental adaptability of unmanned aerial vehicles by dynamically regulating the direction and magnitude of thrust. In this paper, the principles and applications of mechanical thrust vectoring technology, fluidic thrust vectoring technology and the distributed electric propulsion system are systematically reviewed. It is shown that the mechanical vector nozzle can achieve high-precision control but has structural burdens, the fluidic thrust vectoring technology improves the response speed through the design of no moving parts but is accompanied by the loss of thrust, and the distributed electric propulsion system improves the hovering efficiency compared with the traditional helicopter. Addressing multi-physics coupling and non-linear control challenges in unmanned aerial vehicles, this paper elucidates the disturbance compensation advantages of self-disturbance rejection control technology and the optimal path generation capabilities of an enhanced path planning algorithm. These two approaches offer complementary technical benefits: the former ensures stable flight attitude, while the latter optimises flight trajectory efficiency. Through case studies such as the Skate demonstrator, the practical value of these technologies in enhancing UAV manoeuvrability and adaptability is further demonstrated. However, thermal management in extreme environments, energy efficiency and lack of standards are still bottlenecks in engineering. In the future, breakthroughs in high-temperature-resistant materials and intelligent control architectures are needed to promote the development of UAVs towards ultra-autonomous operation. This paper provides a systematic reference for the theory and application of thrust vectoring technology. Full article
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15 pages, 1184 KB  
Systematic Review
Physiological and Biomechanical Characteristics of Inline Speed Skating: A Systematic Scoping Review
by Zongze Wu, Filipa Cardoso, David B. Pyne, Márcio Fagundes Goethel and Ricardo J. Fernandes
Appl. Sci. 2025, 15(14), 7994; https://doi.org/10.3390/app15147994 - 17 Jul 2025
Cited by 1 | Viewed by 5482
Abstract
The physiological and biomechanical characteristics of inline speed skating have not been systematically mapped nor research evidence synthesized. The aim was to identify and synthesize novel elements across studies, including participant characteristics, outcomes measures, experimental protocol, main outcomes and other relevant information, to [...] Read more.
The physiological and biomechanical characteristics of inline speed skating have not been systematically mapped nor research evidence synthesized. The aim was to identify and synthesize novel elements across studies, including participant characteristics, outcomes measures, experimental protocol, main outcomes and other relevant information, to inform evidence-based guidelines and recommendations. Following the PRISMA 2020 guidelines, a systematic search of databases was conducted to identify relevant studies. The extracted data were charted and synthesized to summarize the physiological and biomechanical aspects of inline speed skating. From 272 records, 22 studies met the defined criteria. Studies related to inline speed skating focused primarily on physiological variables (n = 14) and lower limb muscles function, with limited evidence on biomechanics of inline speed skating (n = 5) and the combination of biomechanics and physiology (n = 3). An overall unclear risk of bias was observed (59% of studies). Although studies have examined physiological and biomechanical variables, continuous physiological and biomechanical assessments of skaters performing different skills on both straight and curved tracks have not been conducted. Therefore, well-planned physiological and biomechanics studies are required to uncover underexplored areas in research and support the development of sport-specific studies. Full article
(This article belongs to the Special Issue Advances in the Biomechanics of Sports)
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18 pages, 1549 KB  
Article
Characteristics of Post-Exercise Lower Limb Muscle Tremor Among Speed Skaters
by Szymon Kuliś, Przemysław Pietraszewski and Bianca Callegari
Sensors 2025, 25(14), 4301; https://doi.org/10.3390/s25144301 - 10 Jul 2025
Cited by 9 | Viewed by 2379
Abstract
Physiological tremor analysis is a practical tool for assessing the neuromuscular impacts of sport-specific training. The purpose of this study was to examine and compare the physiological characteristics of lower limb resting postural tremor in athletes from Poland’s national speed skating team, following [...] Read more.
Physiological tremor analysis is a practical tool for assessing the neuromuscular impacts of sport-specific training. The purpose of this study was to examine and compare the physiological characteristics of lower limb resting postural tremor in athletes from Poland’s national speed skating team, following both sprint and endurance workouts. The study included 19 male, well-trained, elite athletes (with a mean age of 18 ± 3.1 years, body mass of 71.4 ± 10.1 kg, height of 178.5 ± 9.0 cm, and training experience of 12.6 ± 2.8 years) and a control group of 19 physically active but non-athlete men (with a mean age of 19 ± 2.3 years, body mass of 78.9 ± 12.1 kg, and height of 181.5 ± 11.0 cm). This group was assessed under resting conditions to provide baseline reference values for physiological tremor and to evaluate whether the neuromuscular tremor response is specific to trained athletes. Tremor amplitude and frequency were measured using an accelerometer, with data log-transformed to normalize the power spectrum distribution. Key findings indicate a significant effect of training condition on tremor amplitude in the low-frequency range (L(2_5); F(1,18) = 38.42; p < 0.0001; ηp2 = 0.68) and high-frequency range (L(9_14); F(1,36) = 19.19; p < 0.0001; ηp2 = 0.51). Post hoc analysis showed that tremor amplitude increased significantly after both sprint (p < 0.001) and endurance training (p < 0.001) compared to rest. No significant differences were observed between sprint and endurance training conditions for L(2_5) (p = 0.1014), but sprint training resulted in a greater increase in tremor in the high-frequency range (L(9_14); p < 0.0001). Tremor frequency (F(2_5) and F(9_14)) also increased significantly post-training. Notably, no differences were observed between limbs, indicating symmetrical neuromuscular adaptation. These findings highlight the utility of tremor analysis in monitoring neuromuscular fatigue and performance in speed skaters. Future research should explore the application of this method in broader athletic populations and evaluate its potential integration into training programs. Full article
(This article belongs to the Section Wearables)
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12 pages, 1080 KB  
Article
Spatiotemporal Analysis of Linear Skating Sprint in Male and Female Bandy Players: Analysis of Acceleration and Maximal Speed Phase
by Roland van den Tillaar, Haris Pojskic and Håkan Andersson
Biomechanics 2025, 5(2), 37; https://doi.org/10.3390/biomechanics5020037 - 2 Jun 2025
Viewed by 2359
Abstract
Background/Objectives: This study aimed to investigate the skating determinants and differences between male and female bandy players in the spatiotemporal variables during acceleration and maximum sprint skating velocity. Methods: Seventy-four female bandy players (age: 18.9 ± 4.1 years; height: 1.67 ± [...] Read more.
Background/Objectives: This study aimed to investigate the skating determinants and differences between male and female bandy players in the spatiotemporal variables during acceleration and maximum sprint skating velocity. Methods: Seventy-four female bandy players (age: 18.9 ± 4.1 years; height: 1.67 ± 0.06 m; body mass: 63.2 ± 7.4 kg; training experience: 13.4 ± 3.9 yrs.; and 26 elite and 48 junior elite) and 111 male bandy players (age: 20.7 ± 5.0 years; height: 1.80 ± 0.05 m; body mass: 76.4 ± 8.4 kg; training experience: 13.8 ± 5.0 yrs.; and 47 elite and 66 junior elite players) performed linear sprint skating over 80 m. Split times were measured every ten metres by photocells to calculate velocities for each step and spatiotemporal skating variables (glide times and length, step length, and frequency) by IMUs attached to the skates. The first six steps (acceleration phase), the six steps at the highest velocity (maximal speed phase), and the average of all steps were used for analysing glide-by-glide spatiotemporal variables. Results: These revealed that male players exhibited higher acceleration and maximal skating velocity than female players. A higher acceleration in men was accompanied by shorter gliding time, longer step length, and higher step frequency. When skating at maximal speed, male players had a longer step length and gliding time and length. The sub-group analysis revealed that step frequency did not correlate with skating velocity, acceleration, or maximal speed phases. On the other hand, glide and step lengths significantly correlated with skating velocity in both phases (r ≥ 0.60). Conclusions: In general, for faster skating in bandy, it is generally better to prioritise glide and step length than stride frequency. Hence, players should be encouraged to stay low and have more knee flexion to enable a longer extension length and, therefore, a longer path and more horizontal direction of applied force to enhance their acceleration ability. Full article
(This article belongs to the Special Issue Biomechanics in Sport, Exercise and Performance)
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12 pages, 278 KB  
Article
Explosive Strength and Speed as Potential Determinants of Success in Youth Figure Skating Competitions
by Jiri Helesic and Michal Lehnert
Appl. Sci. 2024, 14(24), 11861; https://doi.org/10.3390/app142411861 - 19 Dec 2024
Cited by 2 | Viewed by 5182
Abstract
This study aimed to determine the extent to which explosive and reactive strength of the lower limbs, as well as acceleration in running and skating speed, predict figure skating competition results in youth skaters. Talented figure skaters aged 8 to 16 years (n [...] Read more.
This study aimed to determine the extent to which explosive and reactive strength of the lower limbs, as well as acceleration in running and skating speed, predict figure skating competition results in youth skaters. Talented figure skaters aged 8 to 16 years (n = 211) were divided into two groups: Group 1 (basic novice; age: 10.38 ± 1.10 yrs., height: 1.3889 ± 0.07.26 m, weight: 32.75 ± 4.63 kg) and Group 2 (advanced novice and junior; age: 13.02 ± 1.06 yrs., height: 1.527 ± 0.0818 m, weight: 42.73 ± 7.62 kg). Fifteen variables of physical fitness were measured using tests such as repeated vertical jump, standing long jump, triple jump (right/left leg), 15 m running sprint, and 15 m skating sprint. The competition results were recorded according to the International Skating Union Code of Points. The principal component analysis reduced the fifteen variables to four principal components, explaining 84–87% of the variance. Linear regression models showed that these components significantly explained the variability in the competition scores for both groups. For Group 1, R2 ranged from 0.298 to 0.425, while for Group 2, it ranged from 0.086 to 0.237. Pearson’s R was higher for the mean best score of the season than for the National Championship score. The relative importance of these factors varied across age groups. These findings highlight the need for tailored on- and off-ice training that focuses on locomotion and acceleration for younger skaters and dynamic jump training for older skaters. Full article
(This article belongs to the Special Issue Advances in the Biomechanics of Sports)
15 pages, 2396 KB  
Article
Training in Roller Speed Skating: Proposal of Surface Electromyography and Kinematics Data for Educational Purposes in Junior and Senior Athletes
by Giulia Bongiorno, Giulio Sisti, Helena Biancuzzi, Francesca Dal Mas, Francesco Giuseppe Minisini and Luca Miceli
Sensors 2024, 24(23), 7617; https://doi.org/10.3390/s24237617 - 28 Nov 2024
Cited by 7 | Viewed by 2955
Abstract
Introduction: Roller skating shares biomechanical similarities with other sports, but specific studies on speed skaters are limited. Injuries, particularly to the groin, are frequent and related to acute and chronic muscle stress. Technology, particularly surface electromyography, can now be used to monitor [...] Read more.
Introduction: Roller skating shares biomechanical similarities with other sports, but specific studies on speed skaters are limited. Injuries, particularly to the groin, are frequent and related to acute and chronic muscle stress. Technology, particularly surface electromyography, can now be used to monitor performance and prevent injuries, especially those caused by muscular asymmetries. Such studies can be used to enhance training and for educational purposes. Materials and Methods: This pilot study was conducted on three subjects: two cadet-athletes and a novice, compared with the performance model of an elite athlete. Surface electromyography and kinematic analysis monitored the lower limb muscles during the propulsion and recovery phases of skating. Electrodes were placed on specific muscles, and triaxial accelerometers were used to detect kinematic differences and asymmetries. The results: Cadet 1 was closest to the elite athlete’s performance model compared to Cadet 2, especially in kinematics and muscle efficiency. However, both cadets showed electromyographic differences compared to the elite athlete, with uneven muscle co-activations. The novice exhibited more oscillations and earlier propulsion compared to the elite athlete. Discussion: Using electromyography and kinematic analysis made it possible to identify differences between elite athletes, cadets, and novices. These observations provide useful data for developing personalized training and educational plans and preventing injuries related to muscle overload. Full article
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14 pages, 2597 KB  
Article
Effects of Technique Asymmetry on 500 m Speed Skating Performance
by Zimeng Liu, Meilin Ding, Masen Zhang, Bing Yu and Hui Liu
Bioengineering 2024, 11(9), 899; https://doi.org/10.3390/bioengineering11090899 - 7 Sep 2024
Cited by 5 | Viewed by 3142
Abstract
This study aimed to determine the effects of technique asymmetry on 500 m straight-track speed skating performance. We analyzed 20 elite skaters, measuring their joint angles, center of mass shift, and times and speeds during the gliding and push-off phases. The technique asymmetry [...] Read more.
This study aimed to determine the effects of technique asymmetry on 500 m straight-track speed skating performance. We analyzed 20 elite skaters, measuring their joint angles, center of mass shift, and times and speeds during the gliding and push-off phases. The technique asymmetry index (ASI) was calculated for each parameter, and paired t-tests were used to compare bilateral asymmetry. Spearman correlation coefficients assessed the relationship between the ASI and both the average straight track speed and overall performance. Significant bilateral asymmetries in the knee, push-off, trunk, and hip angles were found in both male and female participants (p < 0.05). The male participants demonstrated a higher right push-off speed (p = 0.029) and a longer left gliding time (p = 0.048). Significant asymmetry was also observed in the lateral shift of the center of mass during each phase of the straight-track skating gait cycle (p < 0.001). No significant correlation was found between the ASIs and the overall performance (p ≥ 0.067). These findings indicate that while elite speed skaters demonstrated significant bilateral technique asymmetry in straight track skating, these asymmetries did not significantly impact their overall performance. Full article
(This article belongs to the Special Issue Biomechanics and Motion Analysis)
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11 pages, 3519 KB  
Communication
The Kinematic and Electromyographic Analysis of Roller Skating at Different Speeds on a Treadmill: A Case Study
by Giulia Bongiorno, Giulio Sisti, Francesca Dal Mas, Helena Biancuzzi, Tiwana Varrecchia, Giorgia Chini, Alberto Ranavolo, Barbara Pellegrini, Lorenzo Bortolan and Luca Miceli
Sensors 2024, 24(17), 5738; https://doi.org/10.3390/s24175738 - 4 Sep 2024
Cited by 6 | Viewed by 3192
Abstract
Elite athletes in speed roller skates perceive skating to be a more demanding exercise for the groin when compared to other cyclic disciplines, increasing their risk of injury. The objective of this study was to monitor the kinematic and electromyographic parameters of roller [...] Read more.
Elite athletes in speed roller skates perceive skating to be a more demanding exercise for the groin when compared to other cyclic disciplines, increasing their risk of injury. The objective of this study was to monitor the kinematic and electromyographic parameters of roller speed skaters, linearly, on a treadmill, and to compare different skating speeds, one at 20 km/h and one at 32 km/h, at a 1° inclination. The acquisition was carried out by placing an inertial sensor at the level of the first sacral vertebra, and eight surface electromyographic probes on both lower limbs. The kinematic and electromyographic analysis on the treadmill showed that a higher speed requires more muscle activation, in terms of maximum and average values and co-activation, as it not only increases the intrinsic muscle demand in the district, but also the athlete’s ability to coordinate the skating technique. The present study allows us to indicate not only how individual muscle districts are activated during skating on a surface different from the road, but also how different speeds affect the overall district load distributions concerning effective force, which is essential for the physiotherapist and kinesiologist for preventive and conditional purposes, while also considering possible variations in the skating technique in linear advancement. Full article
(This article belongs to the Special Issue Wearable Sensors for Monitoring Athletic and Clinical Cohorts)
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11 pages, 1897 KB  
Article
Assessing Kinematic Variables in Short-Track Speed Skating Helmets: A Comparative Study between Traditional Rigid Foam and Anti-Rotation Designs
by Aïda Valevicius, Felix Croteau, Thomas Romeas, Suzanne Leclerc and David J. Pearsall
Biomechanics 2024, 4(3), 483-493; https://doi.org/10.3390/biomechanics4030034 - 13 Aug 2024
Cited by 3 | Viewed by 2761
Abstract
Purpose: Short-track speed skating results in high-energy crashes with an elevated risk of head injury. The goal of this study was to evaluate the resulting kinematics of an anti-rotation helmet technology for speed skating. Methods: Two traditional rigid foam speed-skating helmets (BT [...] Read more.
Purpose: Short-track speed skating results in high-energy crashes with an elevated risk of head injury. The goal of this study was to evaluate the resulting kinematics of an anti-rotation helmet technology for speed skating. Methods: Two traditional rigid foam speed-skating helmets (BT and ST) were compared with one anti-rotation speed skating helmet (MIPS). Each helmet was impacted with a pneumatic device across three locations. The resulting linear or rotational accelerations (PLA or PRA) and rotational velocities (PRV) were measured with accelerometers placed on a Hybrid III head form. Additionally, the head impact criterion (HIC) was calculated from accelerations and the brain injury criterion (BrIC) was obtained from rotational velocities. Results: MIPS showed significantly higher values of accelerations (PLA = 111.24 ± 9.21 g and PRA = 8759.11 ± 2601.81 rad/s2) compared with the other helmets at all three impact locations (p < 0.01, ES = 3.00 to 4.11). However, velocities were lowest, but not significantly different, for the MIPS helmet (25.77 ± 1.43 rad/s). Furthermore, all resulting kinematics except peak linear accelerations were significantly different across impact locations. Conclusion: Helmet designs specific to the collision characteristics of speed skating may still be lacking, but would decrease the risk of sport-related concussions. Full article
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18 pages, 13638 KB  
Article
Ice-versus-Steel Friction: An Advanced Numerical Approach for Competitive Winter Sports Applications
by Birthe Grzemba and Roman Pohrt
Lubricants 2024, 12(6), 203; https://doi.org/10.3390/lubricants12060203 - 4 Jun 2024
Cited by 3 | Viewed by 3446
Abstract
Understanding and predicting the friction between a steel runner and an ice surface is paramount for many winter sports disciplines such as luge, bobsleigh, skeleton, and speed skating. A widely used numerical model for the analysis of the tribological system steel-on-ice is the [...] Read more.
Understanding and predicting the friction between a steel runner and an ice surface is paramount for many winter sports disciplines such as luge, bobsleigh, skeleton, and speed skating. A widely used numerical model for the analysis of the tribological system steel-on-ice is the Friction Algorithm using Skate Thermohydrodynamics (F.A.S.T.), which was originally introduced in 2007 and later extended. It aims to predict the resulting coefficient of friction (COF) from the two contributions of ice plowing and viscous drag. We explore the limitations of the existing F.A.S.T. model and extend the model to improve its applicability to winter sports disciplines. This includes generalizing the geometry of the runner as well as the curvature of the ice surface. The free rotational mechanical mounting of the runner to the moving sports equipment is introduced and implemented. We apply the new model to real-world geometries and kinematics of speed skating blades and bobsleigh runners to determine the resulting COF for a range of parameters, including geometry, temperature, load, and speed. The findings are compared to rule-of-thumb testimonies from athletes, previous numerical approaches, and published experimental results where applicable. While the general trends are reproduced, some discrepancy is found, which we ascribe to the specific assumptions around the formation of the liquid water layer derived from melted ice. Full article
(This article belongs to the Special Issue Tribology in Germany: Latest Research and Development)
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14 pages, 5787 KB  
Article
Object and Event Detection Pipeline for Rink Hockey Games
by Jorge Miguel Lopes, Luis Paulo Mota, Samuel Marques Mota, José Manuel Torres, Rui Silva Moreira, Christophe Soares, Ivo Pereira, Feliz Ribeiro Gouveia and Pedro Sobral
Future Internet 2024, 16(6), 179; https://doi.org/10.3390/fi16060179 - 21 May 2024
Cited by 2 | Viewed by 3466
Abstract
All types of sports are potential application scenarios for automatic and real-time visual object and event detection. In rink hockey, the popular roller skate variant of team hockey, it is of great interest to automatically track player movements, positions, and sticks, and also [...] Read more.
All types of sports are potential application scenarios for automatic and real-time visual object and event detection. In rink hockey, the popular roller skate variant of team hockey, it is of great interest to automatically track player movements, positions, and sticks, and also to make other judgments, such as being able to locate the ball. In this work, we present a real-time pipeline consisting of an object detection model specifically designed for rink hockey games, followed by a knowledge-based event detection module. Even in the presence of occlusions and fast movements, our deep learning object detection model effectively identifies and tracks important visual elements in real time, such as: ball, players, sticks, referees, crowd, goalkeeper, and goal. Using a curated dataset consisting of a collection of rink hockey videos containing 2525 annotated frames, we trained and evaluated the algorithm’s performance and compared it to state-of-the-art object detection techniques. Our object detection model, based on YOLOv7, presents a global accuracy of 80% and, according to our results, good performance in terms of accuracy and speed, making it a good choice for rink hockey applications. In our initial tests, the event detection module successfully detected an important event type in rink hockey games, namely, the occurrence of penalties. Full article
(This article belongs to the Special Issue Advances Techniques in Computer Vision and Multimedia II)
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