volcanosri: 4d volcano seismic tomography in a large-scale sensor network
DESCRIPTION
VolcanoSRI: 4D Volcano Seismic Tomography in a Large-scale Sensor Network. WenZhan Song, Ph.D. Associate Professor Director of Sensorweb Research Lab Department of Computer Science Georgia State University. VolcanoSRI: Volcano Seismic Realtime Imaging. - PowerPoint PPT PresentationTRANSCRIPT
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Georgia State UniversitySensorweb Research Laboratory
VolcanoSRI: 4D Volcano Seismic Tomography in a Large-scale Sensor Network
WenZhan Song, Ph.D.Associate ProfessorDirector of Sensorweb Research LabDepartment of Computer ScienceGeorgia State University
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-2- Georgia State UniversitySensorweb Research Laboratory
VolcanoSRI: Volcano Seismic Realtime
Imaging
VolcanoSRI: Volcano Seismic Realtime Imaging * make the fictional holographic projector “Virgil” in Supervolcano film a reality: http://www.youtube.com/watch?v=WF-RKzqNtz0 (3:49)
NSF CDI($1.83M 2011-2015): VolcanoSRI: 4D Volcano Tomography in a Large-scale Sensor Networks (PI: Song (GSU), Co-PI: Lees (UNC), Xing (MSU)).http://sensorweb.cs.gsu.edu/research/VolcanoSRI.html
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-3- Georgia State UniversitySensorweb Research Laboratory
VolcanoSRI: Vigil in Supervolcano Film
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-4- Georgia State UniversitySensorweb Research Laboratory
VolcanoSRI: Volcano Seismic Realtime Imaging
The tentative deployment map at Ecuador
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-5- Georgia State UniversitySensorweb Research Laboratory
Instrumentation
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-6- Georgia State UniversitySensorweb Research Laboratory
Tomographic Inversion n – number of nodes in the network m – dimension of tomography; thus
the size of tomography model is m3
Anxm3
sm3x1
tnx1=
node i
Each node i only has Ai and ti, e.g., the i-th row info in A and t. All nodes together to find s such that ||As-t|| is minimized. s is the 3D velocity model and can be very big (e.g., 500x500x500, if m=500). Here, A is just illustrated as the matrix for one EQ event only. There will be many EQ events and EQ event is processed one after another.
In VolcanoSRI, n =500, m = 500,although each row Ai is very sparse.
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-7- Georgia State UniversitySensorweb Research Laboratory
Multi-resolution Evolving Tomography
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-8- Georgia State UniversitySensorweb Research Laboratory
Vertical Tomograph Partition
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-9- Georgia State UniversitySensorweb Research Laboratory
Accuracy
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-10- Georgia State UniversitySensorweb Research Laboratory
Robustness
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-11- Georgia State UniversitySensorweb Research Laboratory
Communication Cost
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-12- Georgia State UniversitySensorweb Research Laboratory
Oilfield Explorations
http://www.forbes.com/2004/10/04/cx_af_1004oilimaging.html
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-13- Georgia State UniversitySensorweb Research Laboratory
Thank you!Thank you!Questions or Comments?
Dr. WenZhan [email protected](404)413-5734
More information: http://sensorweb.cs.gsu.edu
Sensor Web: Connecting Dots for Intelligence
Sensorweb Service Portal
Thanks for listening!
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-14- Georgia State UniversitySensorweb Research Laboratory
NASA project ($1.6M 2007-2009): Optimized Autonomous Space In-situ Sensorweb. Collaborative project between WSU, USGS and JPL (PI: Song, Co-I: Shirazi, LaHusen, Kedar, Chien, Webb). NASA Video: http://sensorweb.cs.gsu.edu/news.html
Project website: http://sensorweb.cs.gsu.edu/research/oasis.html
Space In-situ Sensor Web
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-15- Georgia State UniversitySensorweb Research Laboratory
GPS antenna
omnidirectional antenna
seismic sensor
ash detector
- iMote2 and accessories- infrasonic sensors- air-alkaline batteries
air-drop hook