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Compressed Sensing for Scalable Robotic Tactile Skins
Contents Info
Compressed Sensing for Scalable Robotic Tactile Skins
자료유형  
 학위논문
Control Number  
0014997415
International Standard Book Number  
9780438206588
Dewey Decimal Classification Number  
004
Main Entry-Personal Name  
Hollis, Brayden.
Publication, Distribution, etc. (Imprint  
[Sl] : Rensselaer Polytechnic Institute, 2018
Publication, Distribution, etc. (Imprint  
Ann Arbor : ProQuest Dissertations & Theses, 2018
Physical Description  
125 p
General Note  
Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B.
General Note  
Adviser: Stacy Patterson.
Dissertation Note  
Thesis (Ph.D.)--Rensselaer Polytechnic Institute, 2018.
Summary, Etc.  
요약Tactile skins can enhance a robot's capabilities in many application domains, including whole-body manipulation, human-robot communication, and safe interaction. To support these enhancements, the expectation is that tactile skins will generate
Summary, Etc.  
요약First, we introduce the open-source tactile skin simulator BubbleTouch for generating tactile data since current tactile skin systems are not widely available to produce data for research. BubbleTouch uses kinematic and quasistatic mechanics to
Summary, Etc.  
요약We then disclose a new tactile data acquisition system for normal force tactile sensors based on compressed sensing. Compressed sensing simultaneously performs data sampling and compression. Given that the signals are sparse in some dictionary,
Summary, Etc.  
요약We note that we found there was no single dictionary that provided the sparsest representation for every signal, and thus, we describe a process that takes the compressed signal and decides which dictionary to use during reconstruction. The meth
Summary, Etc.  
요약The volume of tactile data also makes it challenging for the processing system to analyze and utilize the tactile data for various applications. We discuss the particular processing application of tactile object classification and present an app
Subject Added Entry-Topical Term  
Computer science
Subject Added Entry-Topical Term  
Robotics
Added Entry-Corporate Name  
Rensselaer Polytechnic Institute Computer Science
Host Item Entry  
Dissertation Abstracts International. 79-12B(E).
Host Item Entry  
Dissertation Abstract International
Electronic Location and Access  
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Control Number  
joongbu:555689
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