Jayant Gupchup Graduate student, Johns Hopkins University
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Transcript of Jayant Gupchup Graduate student, Johns Hopkins University
Jayant GupchupGraduate student,
Johns Hopkins University
Representative Slides
Jayant Gupchup, Johns Hopkins University http://www.cs.jhu.edu/~gupchup
Environmental Monitoring
Jayant Gupchup, Johns Hopkins University http://www.cs.jhu.edu/~gupchup
Cub Hill [Dec 2008 to Sep 2009]
Jayant Gupchup, Johns Hopkins University http://www.cs.jhu.edu/~gupchup
Research and Roles
Manage data collected by our sensors Provide online access to data and graphs to scientists http://dracula.cs.jhu.edu/luyf/en/tools/VZTool/
Research – I: Time synchronization and validation of measurements
Research – II: Exploit spatial and temporal correlation to Fault detection and gap filling Optimize data collection subsystem
Jayant Gupchup, Johns Hopkins University http://www.cs.jhu.edu/~gupchup
Grazor System
Available Online Right now!!!
Jayant Gupchup, Johns Hopkins University http://www.cs.jhu.edu/~gupchup
Timestamp Validation: Annual Solar Patterns
<LOD, noon> = f (Latitude, Time of Year)
Jayant Gupchup, Johns Hopkins University http://www.cs.jhu.edu/~gupchup
Soil Temperature Dataset [noisy + gappy]
Jayant Gupchup, Johns Hopkins University http://www.cs.jhu.edu/~gupchup
Robust Reconstruction [Clustering+PCA+Regression]
Jayant Gupchup, Johns Hopkins University http://www.cs.jhu.edu/~gupchup
Top 10 Locations
Jayant Gupchup, Johns Hopkins University http://www.cs.jhu.edu/~gupchup
Reconstruction Error vs Locations
Jayant Gupchup, Johns Hopkins University http://www.cs.jhu.edu/~gupchup
Questions
Jayant Gupchup, Johns Hopkins University http://www.cs.jhu.edu/~gupchup
Life Under Your Feet [LUYF]
[LUYF] : http://www.lifeunderyourfeet.org/
Jayant Gupchup, Johns Hopkins University http://www.cs.jhu.edu/~gupchup
System Architecture [eScience 2008]
[eScience 08] : Microsoft eScience Workshop 2008, Indianapolis
Jayant Gupchup, Johns Hopkins University http://www.cs.jhu.edu/~gupchup
“Time Reconstruction: Sundial” [EWSN 09]
Length of day (LOD)
Noon
Local Noon Global Noon
Lts 1 Gts 1
Lts 2 Gts 2
… …
… …
Lts n Gts n
“Anchor Points”
argmax lag Xcorr (LOD lts, LOD gts, lag)
[EWSN 09] : European Conference on Wireless Sensor Network 2009, Ireland