Wearable audio and IMU based shot detection in racquet sports

M Sharma, A Anand, R Srivastava… - arXiv preprint arXiv …, 2018 - arxiv.org
Wearables like smartwatches which are embedded with sensors and powerful processors,
provide a strong platform for development of analytics solutions in sports domain. To …

A real-time tennis level evaluation and strokes classification system based on the Internet of Things

M Wu, M Fan, Y Hu, R Wang, Y Wang, Y Li, S Wu… - Internet of Things, 2022 - Elsevier
In this study a single wearable inertial measurement unit (IMU) and machine learning
methodologies were used to conduct player level evaluation and classification five prototype …

Application of wearable technologies for player motion analysis in racket sports: A systematic review

CJ Rigozzi, GA Vio, P Poronnik - International Journal of …, 2023 - journals.sagepub.com
The use of wearable devices for player motion analysis is becoming a popular method to
measure kinematic parameters associated with player techniques in racket sports. This …

[HTML][HTML] Sensor data required for automatic recognition of athletic tasks using deep neural networks

AL Clouthier, GB Ross, RB Graham - Frontiers in bioengineering and …, 2020 - frontiersin.org
Movement screens are used to assess the overall movement quality of an athlete. However,
these rely on visual observation of a series of movements and subjective scoring. Data …

Swimming stroke analysis using multiple accelerometer devices and tethered systems

NP Davey, DA James - The impact of technology on sport II, 2007 - taylorfrancis.com
The measurement and analysis of sport performance is an integral aspect of training and
preparation for elite athletes of all disciplines. Traditionally the majority of performance …

[HTML][HTML] Classifying elite from novice athletes using simulated wearable sensor data

GB Ross, B Dowling, NF Troje, SL Fischer… - … in bioengineering and …, 2020 - frontiersin.org
Movement screens are frequently used to identify differences in movement patterns such as
pathological abnormalities or skill related differences in sport; however, abnormalities are …

[HTML][HTML] MultiSenseBadminton: Wearable Sensor–Based Biomechanical Dataset for Evaluation of Badminton Performance

M Seong, G Kim, D Yeo, Y Kang, H Yang, J DelPreto… - Scientific Data, 2024 - nature.com
The sports industry is witnessing an increasing trend of utilizing multiple synchronized
sensors for player data collection, enabling personalized training systems with multi …

Wearable motion sensor based phasic analysis of tennis serve for performance feedback

M Sharma, R Srivastava, A Anand… - … , Speech and Signal …, 2017 - ieeexplore.ieee.org
Recent trends show that wearable devices embedded with high-range sensors play a
significant role in tracking health and fitness, including sports activities. For crucial analysis …

Towards the next generation of exergames: Flexible and personalised assessment-based identification of tennis swings

B Bačić - 2018 International Joint Conference on Neural …, 2018 - ieeexplore.ieee.org
Current exergaming sensors and inertial systems attached to sports equipment or the
human body can provide quantitative information about the movement or impact eg with the …

Efficient characterization of tennis shots and game analysis using wearable sensors data

R Srivastava, A Patwari, S Kumar, G Mishra… - 2015 IEEE …, 2015 - ieeexplore.ieee.org
Recent trends show that wearable devices with high-range inertial sensors are actively
being used for outdoor activities. The paper describes our developed sports analytics …