Nonlinear Analysis for Human Movement Variability
暫譯: 人類運動變異性的非線性分析
Stergiou, Nicholas, Likens, Aaron D.
- 出版商: CRC
- 出版日期: 2026-09-23
- 售價: $4,770
- 貴賓價: 9.5 折 $4,531
- 語言: 英文
- 頁數: 530
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032495820
- ISBN-13: 9781032495828
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相關分類:
數值分析 Numerical-analysis
尚未上市，無法訂購
相關主題
商品描述
Human movement variability can be defined as the typical variations that are present in motor performance and are observed across multiple repetitions of a task. This variability is inherent within all biological systems. It can also be observed easily as it is almost impossible for an individual, even an elite performer, to perform two identical actions of the same task. Nonlinear Analysis for Human Movement Variability, Second edition presents a different approach to studying human movement variability, based on the temporal structure of variability, that is how movement changes over time despite repetitive tasks.
Featuring nine new chapters and numerous case studies, this second edition investigates human movement patterns and how these impact our daily lives. The new edition goes beyond the basics, while maintaining a simple and approachable style and having been fully updated with the latest findings from the research, focusing heavily on methodological developments and inclusion of examples from literature. New topics covered include recurrence quantification analysis, multifractal analysis, fractal correlation and regression, and multiscale probability distribution functions plus much more. New MATLAB code and datasets will accompany each chapter to facilitate teaching and learning. The reader will gather a thorough and detailed analysis and evaluation of how to measure human movement variability.
This book will be an ideal purchase for any student interested in understanding human movement variability including those in fields such as biomechanics and kinesiology, along with students from biomedical, industrial, and mechanical engineering. Its appeal will extend to ergonomists, clinicians, practitioners, and physiologists too.
This title also features PowerPoint slides for instructors to use in their classroom to enhance learning, alongside code and data.
商品描述(中文翻譯)
人類運動變異性可以定義為在運動表現中存在的典型變化，並且在多次重複執行任務時觀察到。這種變異性是所有生物系統固有的。即使是精英表現者，個體幾乎不可能執行兩次完全相同的動作，因此這種變異性也很容易觀察到。《人類運動變異性的非線性分析，第二版》提出了一種不同的研究人類運動變異性的方法，基於變異性的時間結構，即儘管任務重複，運動如何隨時間變化。
本書第二版包含九個新章節和大量案例研究，探討人類運動模式及其對我們日常生活的影響。新版本超越了基本概念，同時保持簡單易懂的風格，並全面更新了最新的研究發現，重點關注方法論的發展和文獻中的例子。新涵蓋的主題包括重複量化分析、多重分形分析、分形相關和回歸以及多尺度概率分佈函數等。每個章節都將附上新的 MATLAB 代碼和數據集，以促進教學和學習。讀者將獲得對如何測量人類運動變異性的全面和詳細分析與評估。
這本書將是任何對理解人類運動變異性感興趣的學生的理想選擇，包括生物力學和運動學等領域的學生，以及生物醫學、工業和機械工程的學生。它的吸引力也將擴展到人因工程師、臨床醫生、從業者和生理學家。
本書還為教師提供了 PowerPoint 幻燈片，以便在課堂上使用，增強學習效果，並附有代碼和數據。
作者簡介
Nikolaos "Nick" Stergiou is the Distinguished Community Research Chair and Professor in Biomechanics at the University of Nebraska at Omaha (UNO), USA, where he also directs the Center for Research in Human Movement Variability. He is the Founding Chair of the first academic Department of Biomechanics offering BS, MS, and PhD degrees. A global authority on Nonlinear Dynamics and human movement variability, he has published over 250 peer-reviewed papers with 17,000+ citations. Dr. Stergiou is a Fellow of multiple prestigious organizations, including the American Association for the Advancement of Science. His research, funded by over $40 million from NIH, NASA, and others, has advanced surgical training and rehabilitation techniques. He spearheaded the creation of the world's first Biomechanics Research Building and its expansion, supported by $17.6 million in private donations, solidifying UNO as a leader in biomechanics research.
Aaron D. Likens is an Associate Professor in the Department of Biomechanics and Director of the Quantitative Analysis Research Core at the Center for Research on Human Movement Variability (MOVCENTR) at the University of Nebraska at Omaha, USA. He earned his Ph.D. in Perception, Action, and Cognition from Arizona State University in 2016 and his research focuses on applying nonlinear dynamical systems theory, fractal analysis, and advanced statistical methods to study human movement variability, with applications in gait biomechanics, interpersonal coordination, and military load carriage. Dr. Likens has published over 40 peer-reviewed articles in prestigious journals and secured over $3 million in research funding from NIH, NSF, and the Department of Defense. He has developed innovative methods for analyzing behavioral time series and teaches courses in analytical methods for biomechanics.
作者簡介(中文翻譯)
尼古拉斯 '尼克' 斯特基奧是美國內布拉斯加州奧馬哈大學（UNO）生物力學的傑出社區研究主席及教授，同時也是人類運動變異性研究中心的主任。他是第一個提供學士、碩士及博士學位的生物力學學系的創始主席。作為非線性動力學和人類運動變異性的全球權威，他已發表超過250篇經過同行評審的論文，引用次數超過17,000次。斯特基奧博士是多個知名組織的院士，包括美國科學促進會。他的研究獲得超過4,000萬美元的資金支持，來自國立衛生研究院（NIH）、美國國家航空暨太空總署（NASA）等機構，推進了外科訓練和康復技術的發展。他主導創建了全球第一座生物力學研究大樓及其擴建，並獲得1,760萬美元的私人捐款，鞏固了UNO在生物力學研究領域的領導地位。
亞倫 D. 利肯斯是美國內布拉斯加州奧馬哈大學生物力學系的副教授及人類運動變異性研究中心（MOVCENTR）定量分析研究核心的主任。他於2016年在亞利桑那州立大學獲得感知、行動與認知的博士學位，研究重點是應用非線性動力系統理論、分形分析及先進統計方法來研究人類運動變異性，並應用於步態生物力學、人際協調及軍事負重運輸等領域。利肯斯博士在知名期刊上發表了超過40篇經過同行評審的文章，並從NIH、NSF及國防部獲得超過300萬美元的研究資金。他開發了創新的行為時間序列分析方法，並教授生物力學的分析方法課程。
