Sports Science and Human Health - Different Approaches最新文献

Machine Learning in Wearable Biomedical Systems 可穿戴生物医学系统中的机器学习

Sports Science and Human Health - Different Approaches Pub Date : 2020-08-01 DOI: 10.5772/intechopen.93228

M. Chowdhury, A. Khandakar, Yazan Qiblawey, M. Reaz, Mohammad Tariqul Islam, F. Touati

{"title":"Machine Learning in Wearable Biomedical Systems","authors":"M. Chowdhury, A. Khandakar, Yazan Qiblawey, M. Reaz, Mohammad Tariqul Islam, F. Touati","doi":"10.5772/intechopen.93228","DOIUrl":"https://doi.org/10.5772/intechopen.93228","url":null,"abstract":"Wearable technology has added a whole new dimension in the healthcare system by real-time continuous monitoring of human body physiology. They are used in daily activities and fitness monitoring and have even penetrated in monitoring the health condition of patients suffering from chronic illnesses. There are a lot of research and development activities being pursued to develop more innovative and reliable wearable. This chapter will cover discussions on the design and implementation of wearable devices for different applications such as real-time detection of heart attack, abnormal heart sound, blood pressure monitoring, gait analysis for diabetic foot monitoring. This chapter will also cover how the signals acquired from these prototypes can be used for training machine learning (ML) algorithm to diagnose the condition of the person wearing the device. This chapter discusses the steps involved in (i) hardware design including sensors selection, characterization, signal acquisition, and communication to decision-making subsystem and (ii) the ML algorithm design including feature extraction, feature reduction, training, and testing. This chapter will use the case study of the design of smart insole for diabetic foot monitoring, wearable real-time heart attack detection, and smart-digital stethoscope system to show the steps involved in the development of wearable biomedical systems.","PeriodicalId":384000,"journal":{"name":"Sports Science and Human Health - Different Approaches","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122481825","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 20

Sports as a Mechanism for Reaching Your Potential: The Relationship between Positive Psychology and Sports 运动作为发挥潜能的机制:积极心理学与运动的关系

Sports Science and Human Health - Different Approaches Pub Date : 2020-02-25 DOI: 10.5772/intechopen.91417

Christopher Johnson

引用次数: 1

Challenges and Future of Wearable Technology in Human Motor-Skill Learning and Optimization 可穿戴技术在人类运动技能学习与优化中的挑战与未来

Sports Science and Human Health - Different Approaches Pub Date : 2020-02-25 DOI: 10.5772/intechopen.91356

Gongbing Shan

{"title":"Challenges and Future of Wearable Technology in Human Motor-Skill Learning and Optimization","authors":"Gongbing Shan","doi":"10.5772/intechopen.91356","DOIUrl":"https://doi.org/10.5772/intechopen.91356","url":null,"abstract":"Learning how to move is a challenging task. Even the most basic motor skill of walking requires years to develop and can quickly deteriorate due to aging and sedentary lifestyles. More specialized skills such as ballet and acrobatic kicks in soccer require “talent” and years of extensive practice to fully master. These practices can easily cause injuries if conducted improperly. 3D motion capture technologies are currently the best way to acquire human motor skill in biomechanical feedback training. Owing to their tremendous promise for a plethora of applications, wearable technologies have garnered great interest in biofeedback training. Using wearable technology, some physical activity parameters can be tracked in real time and a noninvasive way to indicate the physical progress of a trainee. Yet, the application of biomechanical wearables in human motor-skill learning, training, and optimization is still in its infant phase due to the absence of a reliable method. This chapter elaborates challenges faced by developing wearable biomechanical feedback devices and forecasts potential breakthroughs in this area. The overarching goal is to foster interdisciplinary studies on wearable technology to improve how we move.","PeriodicalId":384000,"journal":{"name":"Sports Science and Human Health - Different Approaches","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132248247","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Sport for Development and Peace: Current Perspectives of Research 体育促进发展与和平:目前的研究观点

Sports Science and Human Health - Different Approaches Pub Date : 2019-11-18 DOI: 10.5772/intechopen.89192

T. Gadais

引用次数: 7

Smart Wearables for Tennis Game Performance Analysis 用于网球比赛表现分析的智能可穿戴设备

Sports Science and Human Health - Different Approaches Pub Date : 2019-10-09 DOI: 10.5772/intechopen.89544

M. Kos, I. Kramberger

{"title":"Smart Wearables for Tennis Game Performance Analysis","authors":"M. Kos, I. Kramberger","doi":"10.5772/intechopen.89544","DOIUrl":"https://doi.org/10.5772/intechopen.89544","url":null,"abstract":"For monitoring the progress of athletes in various sports and disciplines, several different approaches are nowadays available. Recently, miniature wearables have gained popularity for this task due to being lightweight and typically cheaper than other approaches. They can be positioned on the athlete’s body, or in some cases, the devices are incorporated into sports requisites, like tennis racquet handles, balls, baseball bats, gloves, etc. Their purpose is to monitor the performance of an athlete by gathering essential information during match or training. In this chapter, the focus will be on the different possibilities of tennis game monitoring analysis. A miniature wearable device, which is worn on a player’s wrist during the activity, is going to be presented and described. The smart wearable device monitors athletes’ arm movements with sampling the output of the 6 DOF IMU. Parallel to that, it also gathers biometric information like pulse rate and skin temperature. All the collected information is stored locally on the device during the sports activity. Later, it can be downloaded to a PC and transferred to a cloud-based service, where visualization of the recorded data and more detailed game/training statistics can be performed.","PeriodicalId":384000,"journal":{"name":"Sports Science and Human Health - Different Approaches","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125697872","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Sports and Health as Cornerstones of Tourism Development: Case Study of Montenegro 体育与健康是旅游业发展的基石:黑山个案研究

Sports Science and Human Health - Different Approaches Pub Date : 2019-09-20 DOI: 10.5772/intechopen.89386

Anđela Jakšić-Stojanović, N. Šerić

{"title":"Sports and Health as Cornerstones of Tourism Development: Case Study of Montenegro","authors":"Anđela Jakšić-Stojanović, N. Šerić","doi":"10.5772/intechopen.89386","DOIUrl":"https://doi.org/10.5772/intechopen.89386","url":null,"abstract":"The modern phenomenon of tourism is more focused on specific forms of tourism in which sports and health tourism play a very important role. That fact is not surprising having in mind that they represent interconnected activities that complement each other and give each other completely new dimension. On one side, sports and health represent very important content of tourist offer because of the fact they enable tourists to become active participants in various activities, and on the other side, they represent important driving force for visiting particular destination. The idea of this chapter is to provide a theoretical and practical framework of this issue with a special focus on case study of Montenegro. According to the results of the research that was carried out, the general conclusion is that Montenegro has extremely valuable natural resources and potentials for the development of sports and health tourism, but there are still a lot of challenges that should be faced in the future in order to improve the quality of tourist offer and the level of tourists’ satisfaction as well as to create completely new image of the destination and position it as high-quality sports and health tourist destination on international market.","PeriodicalId":384000,"journal":{"name":"Sports Science and Human Health - Different Approaches","volume":"105 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122826140","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0