Community sense and response systems: your phone as quake detector

The Caltech CSN project collects sensor data from thousands of personal devices for real-time response to dangerous earthquakes.

[1]  John N. Tsitsiklis,et al.  Decentralized detection by a large number of sensors , 1988, Math. Control. Signals Syst..

[2]  Jeff A. Bilmes,et al.  A gentle tutorial of the em algorithm and its application to parameter estimation for Gaussian mixture and hidden Markov models , 1998 .

[3]  Sariel Har-Peled,et al.  On coresets for k-means and k-median clustering , 2004, STOC '04.

[4]  Mark H. Hansen,et al.  Participatory sensing - eScholarship , 2006 .

[5]  Alexandre M. Bayen,et al.  Virtual trip lines for distributed privacy-preserving traffic monitoring , 2008, MobiSys '08.

[6]  Andreas Krause,et al.  Toward Community Sensing , 2008, 2008 International Conference on Information Processing in Sensor Networks (ipsn 2008).

[7]  Allison Woodruff,et al.  A vehicle for research: using street sweepers to explore the landscape of environmental community action , 2009, CHI.

[8]  Deborah Estrin,et al.  PEIR, the personal environmental impact report, as a platform for participatory sensing systems research , 2009, MobiSys '09.

[9]  Sivan Toledo,et al.  VTrack: accurate, energy-aware road traffic delay estimation using mobile phones , 2009, SenSys '09.

[10]  Elizabeth S. Cochran,et al.  The Quake-Catcher Network: Citizen Science Expanding Seismic Horizons , 2009 .

[11]  Eric Horvitz,et al.  People, Quakes, and Communications: Inferences from Call Dynamics about a Seismic Event and its Influences on a Population , 2010, AAAI Spring Symposium: Artificial Intelligence for Development.

[12]  Lothar Thiele,et al.  OpenSense: open community driven sensing of environment , 2010, IWGS '10.

[13]  L. Duczmal,et al.  Nonparametric intensity bounds for the delineation of spatial clusters , 2011, International journal of health geographics.

[14]  Russ Burtner,et al.  INTERNATIONAL JOURNAL OF HEALTH GEOGRAPHICS REVIEW Open Access , 2022 .

[15]  Andreas Krause,et al.  Scalable Training of Mixture Models via Coresets , 2011, NIPS.

[16]  Alexandre M. Bayen,et al.  iShake: mobile phones as seismic sensors -- user study findings , 2011, MUM.

[17]  Xi Chen,et al.  Sparse Latent Semantic Analysis , 2011, SDM.

[18]  Andreas Krause,et al.  The next big one: Detecting earthquakes and other rare events from community-based sensors , 2011, Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks.

[19]  Alexandre M. Bayen,et al.  An adaptive routing system for location-aware mobile devices on the road network , 2011, 2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC).

[20]  Daniel B. Neill,et al.  Fast subset scan for spatial pattern detection , 2012 .

[21]  K. Mani Chandy,et al.  Towards a discipline of geospatial distributed event based systems , 2012, DEBS.

[22]  Andreas Krause,et al.  A fresh perspective: Learning to sparsify for detection in massive noisy sensor networks , 2013, 2013 ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN).