Wireless inertial sensor network for ubiquitous human motion capture

用于无处不在的人体动作捕捉的无线惯性传感器网络

• 批准号: 430592-2012
• 负责人: Park, Edward
• 金额: $ 10.71万
• 依托单位: Simon Fraser University
• 依托单位国家: 加拿大
• 项目类别: Strategic Projects - Group
• 财政年份: 2013
• 资助国家: 加拿大
• 起止时间: 2013-01-01 至 2014-12-31
• 项目状态: 已结题
• 来源: https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=532925
• 关键词: Wireless; inertial; sensor; network; ubiquitous

Motion capture refers to the process of recording movement of one or more persons or objects. It serves as an essential technology to many industries, including entertainment (gaming and filmmaking), movement science (human factors and kinetics), virtual reality (training and simulations), and health (diagnostics and monitoring). In gaming and filmmaking, it is used to record actions of human actors or athletes, and using that information to animate digital character models in 3D computer animation. The main goal of this Strategic Project Grants (SPG) proposal is to develop an innovative wireless, real-time 3D motion tracking system for true ambulatory applications in gaming and filmmaking. A key technological element in this endeavor is the advent of the state-of-the-art MEMS-based tri-axial inertial sensors that can be integrated with emerging short-range wireless technologies to implement a ubiquitous intra- and multi-subject motion tracking system that is capable of on-field measurements. In comparison to traditional motion capture (MoCap) systems such as the 'gold-standard' optical systems, the proposed wireless inertial MoCap ("wiMoCap") system has the potential to be truly 'ambulatory' and unlimited in range, as long as the system's positional accuracy and battery life allows. Therefore, the development of a low-power and drift-free wiMoCap system using novel sensor fusion algorithms, low-power wireless sensor networks (WSN) and distributed data compression is the main focus of this project proposal. Inertial sensor-based motion capture is an emerging and fastest growing MoCap technology. The proposed multidisciplinary project is a collaborative venture between Drs. Park (PI), Lee and Bajic of the Simon Fraser University (SFU) and Electronic Arts ("EA"), one of the largest video game publishers/developers in the world. EA Canada, EA Capture (Burnaby, BC) in particular, will make significant in-kind contributions to the project as the development of the proposed wiMoCap technology is intimately in-line with its business and R&D interests. The proposed technology offers various technical MoCap innovations that can revolutionize the gaming and filming industries within the next five years.

动作捕捉是指记录一个或多个人或物体的运动的过程。它是许多行业的基本技术，包括娱乐（游戏和电影制作）、运动科学（人为因素和动力学）、虚拟现实（训练和模拟）和健康（诊断和监测）。在游戏和电影制作中，它用于记录人类演员或运动员的动作，并使用该信息来制作 3D 计算机动画中的数字角色模型。该战略项目资助 (SPG) 提案的主要目标是开发一种创新的无线实时 3D 运动跟踪系统，用于游戏和电影制作中的真正移动应用。这项工作的一个关键技术要素是最先进的基于 MEMS 的三轴惯性传感器的出现，该传感器可以与新兴的短距离无线技术集成，以实现无处不在的体内和多对象运动跟踪能够进行现场测量的系统。与传统的运动捕捉（MoCap）系统（例如“黄金标准”光学系统）相比，所提出的无线惯性MoCap（“wiMoCap”）系统有可能真正“移动”并且范围不受限制，只要系统的定位精度和电池寿命允许。因此，利用新颖的传感器融合算法、低功耗无线传感器网络（WSN）和分布式数据压缩开发低功耗、无漂移的wiMoCap系统是该项目提案的主要重点。基于惯性传感器的动作捕捉是一种新兴且发展最快的动作捕捉技术。拟议的多学科项目是博士之间的合作项目。 Park (PI)、Lee 和 Bajic 来自西蒙弗雷泽大学 (SFU) 和世界上最大的视频游戏发行商/开发商之一的艺电公司 (“EA”)。 EA Canada，特别是 EA Capture（不列颠哥伦比亚省伯纳比），将为该项目提供大量实物捐助，因为拟议的 wiMoCap 技术的开发与其业务和研发利益密切相关。拟议的技术提供了各种动捕技术创新，可以在未来五年内彻底改变游戏和电影行业。