Tracking systems in team sports: a narrative review of applications of the data and sport specific analysis

L Torres-Ronda, E Beanland, S Whitehead… - Sports Medicine …, 2022 - Springer
Seeking to obtain a competitive advantage and manage the risk of injury, team sport
organisations are investing in tracking systems that can quantify training and competition …

Review on wearable technology sensors used in consumer sport applications

G Aroganam, N Manivannan, D Harrison - Sensors, 2019 - mdpi.com
This review paper discusses the trends and projections for wearable technology in the
consumer sports sector (excluding professional sport). Analyzing the role of wearable …

Trends supporting the in-field use of wearable inertial sensors for sport performance evaluation: A systematic review

V Camomilla, E Bergamini, S Fantozzi, G Vannozzi - Sensors, 2018 - mdpi.com
Recent technological developments have led to the production of inexpensive, non-invasive,
miniature magneto-inertial sensors, ideal for obtaining sport performance measures during …

Requirements, challenges, and novel ideas for wearables on power supply and energy harvesting

Y Sun, YZ Li, M Yuan - Nano Energy, 2023 - Elsevier
Smart wearables are receiving increasing attention. Different forms of wearables have a
wide range of power requirements, and lithium-ion batteries are now the most popular …

Machine and deep learning for sport-specific movement recognition: A systematic review of model development and performance

EE Cust, AJ Sweeting, K Ball… - Journal of sports …, 2019 - Taylor & Francis
Objective assessment of an athlete's performance is of importance in elite sports to facilitate
detailed analysis. The implementation of automated detection and recognition of sport …

Validity and reliability of an accelerometer-based player tracking device

DP Nicolella, L Torres-Ronda, KJ Saylor, X Schelling - PloS one, 2018 - journals.plos.org
This study aimed to determine the intra-and inter-device accuracy and reliability of wearable
athletic tracking devices, under controlled laboratory conditions. A total of nineteen portable …

Accurate ambulatory gait analysis in walking and running using machine learning models

H Zhang, Y Guo, D Zanotto - IEEE Transactions on Neural …, 2019 - ieeexplore.ieee.org
Wearable sensors have been proposed as alternatives to traditional laboratory equipment
for low-cost and portable real-time gait analysis in unconstrained environments. However …

When is a sprint a sprint? A review of the analysis of team-sport athlete activity profile

AJ Sweeting, SJ Cormack, S Morgan… - Frontiers in …, 2017 - frontiersin.org
The external load of a team-sport athlete can be measured by tracking technologies,
including global positioning systems (GPS), local positioning systems (LPS), and vision …

Feature selection and comparison of machine learning algorithms in classification of grazing and rumination behaviour in sheep

N Mansbridge, J Mitsch, N Bollard, K Ellis… - Sensors, 2018 - mdpi.com
Grazing and ruminating are the most important behaviours for ruminants, as they spend
most of their daily time budget performing these. Continuous surveillance of eating …

[HTML][HTML] Accelerometer load profiles for basketball-specific drills in elite players

X Schelling, L Torres - Journal of sports science & medicine, 2016 - ncbi.nlm.nih.gov
The purpose of this study was to quantify the workload during basketball-specific drills
measured through microtechnology. Twelve professional male basketball players from the …