Wearable sensors for real-time kinematics analysis in sports: A review

M Rana, V Mittal - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Wearable Inertial sensors have revolutionised the way kinematics analysis is performed in
sports. This paper aims to present a comprehensive review of the literature related to the use …

Sports analytics review: Artificial intelligence applications, emerging technologies, and algorithmic perspective

I Ghosh, S Ramasamy Ramamurthy… - … : Data Mining and …, 2023 - Wiley Online Library
The rapid and impromptu interest in the coupling of machine learning (ML) algorithms with
wearable and contactless sensors aimed at tackling real‐world problems warrants a …

Decoach: Deep learning-based coaching for badminton player assessment

I Ghosh, SR Ramamurthy, A Chakma, N Roy - Pervasive and Mobile …, 2022 - Elsevier
Wearable devices have gained immense popularity among various pervasive computing
and Internet-of-Things (IoT) applications in the past decade. Sports analytics researchers …

Human motion monitoring in sports using wearable graphene-coated fiber sensors

J Zhang, Y Cao, M Qiao, L Ai, K Sun, Q Mi… - Sensors and Actuators A …, 2018 - Elsevier
Human motion monitoring is significant for professional athletes who desire to improve their
performance in sports. In this study, we have fabricated a wearable graphene-coated fiber …

A focused review on the flexible wearable sensors for sports: From kinematics to physiologies

L Liu, X Zhang - Micromachines, 2022 - mdpi.com
As an important branch of wearable electronics, highly flexible and wearable sensors are
gaining huge attention due to their emerging applications. In recent years, the participation …

Intelligent wearable systems: Opportunities and challenges in health and sports

L Yang, O Amin, B Shihada - ACM Computing Surveys, 2024 - dl.acm.org
Wearable devices, or wearables, designed to be attached to the human body, can gather
personalized real-time data and continuously monitor an individual's health status and …

Orientation and decision-making for soccer based on sports analytics and AI: A systematic review

Z Pu, Y Pan, S Wang, B Liu, M Chen… - IEEE/CAA Journal of …, 2024 - ieeexplore.ieee.org
Due to ever-growing soccer data collection approaches and progressing artificial
intelligence (AI) methods, soccer analysis, evaluation, and decision-making have received …

Using wrist-worn activity recognition for basketball game analysis

A Hölzemann, K Van Laerhoven - … of the 5th international Workshop on …, 2018 - dl.acm.org
Game play in the sport of basketball tends to combine highly dynamic phases in which the
teams strategically move across the field, with specific actions made by individual players …

Custom IMU-based wearable system for robust 2.4 GHz wireless human body parts orientation tracking and 3D movement visualization on an avatar

J González-Alonso, D Oviedo-Pastor, HJ Aguado… - Sensors, 2021 - mdpi.com
Recent studies confirm the applicability of Inertial Measurement Unit (IMU)-based systems
for human motion analysis. Notwithstanding, high-end IMU-based commercial solutions are …

Time series data mining for sport data: A review

R Komitova, D Raabe, R Rein… - International journal of …, 2022 - sciendo.com
Time series data mining deals with extracting useful and meaningful information from time
series data. Recently, the increasing use of temporal data, in particular time series data, has …