Title page for ETD etd-09212008-181754


Type of Document Master's Thesis
Author Chong, Justin Brandon
Author's Email Address jchong@vt.edu
URN etd-09212008-181754
Title Activity Recognition Processing in a Self-Contained Wearable System
Degree Master of Science
Department Electrical and Computer Engineering
Advisory Committee
Advisor Name Title
Martin, Thomas L. Committee Chair
Jones, Mark T. Committee Member
Lockhart, Thurmon E. Committee Member
Keywords
  • Singular Value Decomposition
  • Activity Recognition
  • E-Textiles
Date of Defense 2008-09-12
Availability unrestricted
Abstract
Electronic textiles provide an e ective platform to contain wearable computing elements, espe-

cially components geared towards the application of activity recognition. An activity recogni-

tion system built into a wearable textile substrate can be utilized in a variety of areas including

health monitoring, military applications, entertainment, and fashion. Many of the activity

recognition and motion capture systems previously developed have several drawbacks and lim-

itations with regard to their respective designs and implementations. Some such systems are

often times expensive, not conducive to mass production, and may be dicult to calibrate.

An e ective system must also be scalable and should be deployable in a variety of environ-

ments and contexts. This thesis presents the design and implementation of a self-contained

motion sensing wearable electronic textile system with an emphasis toward the application of

activity recognition. The system is developed with scalability and deployability in mind, and

as such, utilizes a two-tier hierarchical model combined with a network infrastructure and

wireless connectivity. An example prototype system, in the form of a jumpsuit garment, is

presented and is constructed from relatively inexpensive components and materials.

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