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Human Motion Simulation
 
 

Human Motion Simulation, 1st Edition

Predictive Dynamics

 
Human Motion Simulation, 1st Edition,Karim Abdel-Malek,Jasbir Arora,ISBN9780124051904
 
 
 

  &      

Academic Press

9780124051904

9780124046016

288

235 X 191

Predict realistic human motion without the need for pre-recorded data or animations with this optimization-based approach to human simulation.

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Key Features

  • Introduces rigorous mathematical methods for digital human modelling and simulation
  • Focuses on understanding and representing spatial relationships (3D) of biomechanics
  • Develops an innovative optimization-based approach to predicting human movement
  • Extensively illustrated with 3D images of simulated human motion (full color in the ebook version)

Description

Simulate realistic human motion in a virtual world with an optimization-based approach to motion prediction. With this approach, motion is governed by human performance measures, such as speed and energy, which act as objective functions to be optimized. Constraints on joint torques and angles are imposed quite easily. Predicting motion in this way allows one to use avatars to study how and why humans move the way they do, given specific scenarios. It also enables avatars to react to infinitely many scenarios with substantial autonomy. With this approach it is possible to predict dynamic motion without having to integrate equations of motion -- rather than solving equations of motion, this approach solves for a continuous time-dependent curve characterizing joint variables (also called joint profiles) for every degree of freedom.

Readership

students in advanced biomechanics courses, kinesiology, exercise science, human motion, etc. A reference for professionals studying human movements, such as biomechanists, motor behaviorists, ergonomists, safety equipment designers, and rehabilitation specialists.

Karim Abdel-Malek

Karim Abdel-Malek is a professor in the Department of Biomedical Engineering and the Department of Mechanical and Industrial Engineering at the University of Iowa. He obtained his PhD in Mechanical Engineering from the University of Pennsylvania. Dr. Abdel-Malek is the Founder and Director of the Virtual Soldier Research (VSR) program; Director of the Center for Computer Aided Design; former Associate Editor of the International Journal of Robotics and Automation; former Editor-in-Chief of the International Journal of Human Factors Modeling & Simulation; and a Fellow of the American Institute for Medical and Biological Engineering (AIMBE).

Affiliations and Expertise

Professor of Biomedical Engineering and Mechanical & Industrial Engineering, University of Iowa

Jasbir Arora

Jasbir Singh Arora is an F. Wendell Miller Professor of Engineering, a Professor of Civil and Environmental Engineering, and a Professor of Mechanical and Industrial Engineering at the University of Iowa. He obtained his PhD in Mechanics and Hydraulics from the University of Iowa. Dr. Arora is the Associate Director of the Center for Computer Aided Design. He is a Senior Advisor for the International Journal of Structural and Multidisciplinary Optimization and he is on the Editorial Board of the International Journal for Numerical Methods in Engineering. He is a Fellow of the American Society of Civil Engineers and the American Society of Mechanical Engineers, and a Senior Member of the American Institute of Aeronautics and Astronautics. Dr. Arora is an internationally recognized researcher in the field of optimization and his book Introduction to Optimum Design, 3rd Edition (Academic Press, 2012, 978-0-12-381375-6) is used worldwide. Jasbir Singh Arora is an F. Wendell Miller Professor of Engineering, a Professor of Civil and Environmental Engineering, and a Professor of Mechanical and Industrial Engineering at the University of Iowa. He obtained his PhD in Mechanics and Hydraulics from the University of Iowa. Dr. Arora is the Associate Director of the Center for Computer Aided Design. He is a Senior Advisor for the International Journal of Structural and Multidisciplinary Optimization and he is on the Editorial Board of the International Journal for Numerical Methods in Engineering. He is a Fellow of the American Society of Civil Engineers and the American Society of Mechanical Engineers, and a Senior Member of the American Institute of Aeronautics and Astronautics. Dr. Arora is an internationally recognized researcher in the field of optimization and his book Introduction to Optimum Design, 3rd Edition (Academic Press, 2012, 978-0-12-381375-6) is used worldwide.

Affiliations and Expertise

Professor in the Department of Civil and Environmental Engineering & the Department of Mechanical Engineering, University of Iowa

View additional works by Jasbir Arora

Human Motion Simulation, 1st Edition

Introduction

Modeling and Kinematics

Optimization and Posture Prediction

Recursive Dynamics

Predictive Dynamics

Strength and Fatigue Limits

Predictive Walking

Predictive Lifting

Model Validation

Future research and opportunities

 
 
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