Search Results - Complexity
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Piezoelectric row-column sensing system on table tennis rackets for hit and rotation measurement
Zhang, C., Fan, Z., Kang, Y.Published in PLOS ONE (2025)“…Wearable sensing systems are often constrained by the number of available signal channels: expanding the sensor number typically improves human motion monitoring but drives up hardware complexity. In this paper, a row-column sensing method is proposed to address this limitation in the context of table tennis impact monitoring. …”
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Muscle synergy analysis during badminton forehand overhead smash: integrating electromyography and musculoskeletal modeling
Tajik, R., Dhahbi, W., Fadaei, H., Mimar, R.Published in Frontiers in Sports and Active Living (2025)“…These findings validate the combined experimental-computational approach for analyzing complex, high-velocity movements. Conclusion: The strong correspondence between experimental and computational synergies validates MSK modeling for analyzing neuromuscular control during high-velocity overhead movements. …”
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The mental game of tennis: A scoping review and the introduction of the resilience racket model
Konstantinou, G. N., Kloiber, S., Blumberger, D. M.Published in Sports (2025)“…However, competitive tennis also presents significant psychological demands, including elevated stress levels and susceptibility to maladaptive coping behaviors. To address these complexities, this review introduces the Resilience Racket Model, a conceptual framework representing the integration of physical readiness, psychological resilience, and systemic support. …”
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A systematic review on the effectiveness of eyewear in reducing the incidence and severity of eye injuries in racket sports
Mazarelo, J. F. D., Winter, S. L., Fong, D. T. P.Published in The Physician and Sportsmedicine (2024)“…Some of these injuries were serious and required complex treatment. Prescription lenses, contact lenses and industrial eyewear made some injuries more severe. …”
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One-year developmental changes in motor coordination and tennis skills in 10-12-year-old male and female tennis players
Waldzinski, T., Waldzinska, E., Durzynska, A., Niespodzinski, B., Mieszkowski, J., Kochanowicz, A.Published in BMC Sports Science, Medicine and Rehabilitation (2024)“…The boys performed better also in one motor coordination test (Spalding test) among 10-year-olds, in two additional tests (spider and plate tapping tests) among 11-year-olds, and another three more tests (simple reaction, complex reaction and Starosta`s tests) among 12-year-olds. …”
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A multi-view automatic table tennis umpiring framework
Wong, P., Myint, H., Dooley, L., Hopgood, A.Published in Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (2024)“…Table tennis has been selected as the sport to evaluate this framework primarily because it comprises many different complex match elements, including the service, return and rally elements, which are governed by a strict set of regulations which need to be umpired. …”
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Analyzing and predicting the career trajectory of male elite junior tennis players: A machine learning approach
Bozdech, M., Zhánel, J.Published in 10th International scientific conference on kinesiology. Book of abstracts (2024)“…Findings underscore JTS complexities, emphasizing the pivotal roles of participation, national team nominations, and tournament results. …”
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A detailed analysis of game statistics of professional tennis players: An inferential and machine learning approach
Bozdech, M., Puda, D., Grasgruber, P.Published in PLOS ONE (2024)“…Our results argue for the use of Artificial Intelligence (AI), specifically Neural Networks, in handling complex interactions and emphasize that AI is a supportive tool in decision-making, requiring careful consideration by experienced individuals. …”
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Tennis development at international level: Evolving pathways and holistic approach to nurturing talent
Cahill, G.Published in Coaching and Sport Science Review (2024)“…The role of parents as primary decision-makers is highlighted, underscoring the importance of collaborative efforts between coaches and parents to ensure optimal development. By embracing the complexity and diversity of modern tennis pathways, coaches can better support athletes in achieving their full potential. …”
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Are there kinematic and kinetic parameters correlated with racket velocity during the tennis serve? A preliminary comparison between a slow and a fast serve for performance improve...
Gorce, P., Jacquier-Bret, J.Published in Frontiers in Sports and Active Living (2024)“…Introduction: The tennis serve is a complex motion with numerous rotations which are important to manage for performance. …”
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Metabolic profile in elite badminton match play and training drills
Edel, A., Vuong, J.-L., Kaufmann, S., Hoos, O., Wiewelhove, T., Ferrauti, A.Published in European Journal of Sport Science (2024)“…Plain Language Summary Badminton stands out as a high-paced and exceptionally demanding sport, necessitating a very complex interaction between the aerobic and anaerobic metabolic systems. …”
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Junior to senior transition of male elite junior tennis players: A retrospective study
Bozdech, M., Zhánel, J.Published in PLOS ONE (2024)“…The findings highlight the complexities of the JTS transition and underscore the pivotal roles of participation, national team nominations, and tournament results. …”
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Technical and tactical actions of representatives of different styles of play in table tennis
Grycana, J., Bankosz, Z.Published in Acta Kinesiologica (2024)“…The study used the modified Wu Huanqin game analysis method. It consists of complex observing the game, counting the winning actions of a given player, sorting and identifying them, depending on the accuracy of the observation. …”
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Self-controlled video feedback facilitates the learning of tactical skills in tennis
van der Meer, B. R., van den Hoven, M. A. C., van der Kamp, J., Savelsbergh, G. J. P.Published in Research Quarterly for Exercise and Sport (2024)“…Conclusion The advantage of self-controlled video feedback extends to the learning of a complex tactical task in tennis. Future research should verify the observed benefits of a self-controlled learning environment in comparison to a coach-controlled learning environment.…”
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Approaching the coach`s eye - an interview study on expert coaches` beliefs and experiences regarding `talent` and player selection in table tennis
Koopmann, T., Faber, I., Lath, F., Loffing, F., Schorer, J.Published in 28th Annual Congress of the European College of Sport Science, 4-7 July 2023, Paris, France (2023)“…In summary, our work helps to further unravel the high complexity of `talent` and player selection (in table tennis). …”
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Application of video analysis to the measurement of reaction time in high-level tennis competition
Annino, G., Bonaiuto, V., Campoli, F., Caprioli, L., Edriss, S., Padua, E., Panichi, E., Romagnoli, C.Published in 28th Annual Congress of the European College of Sport Science, 4-7 July 2023, Paris, France (2023)“…In modern tennis, many physical and mental abilities are involved in the performance of high-level athletes, who are called upon to solve complex motor problems in a short time through sprints and explosive actions often performed in precarious balance[1]. …”
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Exploring the subjective beliefs of expert coaches on `talent` and player selection in German table tennis
Koopmann, T., Faber, I. R., Lath, F., Loffing, F., Schorer, J.Published in International Journal of Sports Science & Coaching (2023)“…Here we show that the concept of `talent` and the process of player selection in table tennis are highly complex phenomena with three main areas of interest identified: (a) general aspects regarding `talent` (in table tennis), (b) specific selection criteria including individual as well as environmental aspects, and (c) the process of player selection. …”