TinyEARS: Spying on house appliances with audio sensor nodes

BuildSys'10 - Proceedings of the 2nd ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings

Volumn , Issue , 2010, Pages 31-36

  Cihan Taysi, Z ^a   Amac Guvensan, M ^a   Melodia, Tommaso ^b  

^a YILDIZ TECHNICAL UNIVERSITY   (Turkey)

^b the State University of New York   (United States)

Author keywords

Audio data classification; Energy monitoring; House appliances; Wireless audio sensor networks

Indexed keywords

ACOUSTIC SIGNATURE; AUDIO DATA CLASSIFICATION; AUDIO SENSORS; CONSERVE ENERGY; ENERGY ACCOUNTING; ENERGY CONSUMPTION; ENERGY MONITORING; ENERGY MONITORING SYSTEM; ERROR MARGINS; HOUSEHOLD APPLIANCES; INDUSTRIAL USERS; INSTALLATION PROCEDURES; PERFORMANCE EVALUATION; POWER CONSUMPTION; REPORTING SYSTEMS; RESIDENTIAL USERS; WIRELESS AUDIO;

CLASSIFICATION (OF INFORMATION); DOMESTIC APPLIANCES; EMBEDDED SYSTEMS; ENERGY UTILIZATION; HOUSES; SENSOR NETWORKS; SENSOR NODES; SILVER MINES; TELECOMMUNICATION EQUIPMENT; WIRELESS NETWORKS;

WIRELESS SENSOR NETWORKS;

EID: 78650912797     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1878431.1878439     Document Type: Conference Paper

References (17)

1. Y. Kim, T. Schmid, M.B. Srivastava, and Y. Wang. Challenges in resource monitoring for residential spaces. In ACM Workshop On Embedded Sensing Systems For Energy-Efficiency in Buildings (BuildSys 2009), San Francisco, USA, November 2009.
2. S. Darby. The effectiveness of feedback on energy consumption: a review for defra of the literature on metering, billing and direct displays. http://www.eci.ox.ac.uk/research/energy/electric-metering.php, 2002.
3. P. C. Stern. Information, incentives, and proenvironmental consumer behavior. Journal of Consumer Policy, 22(4):393-509, December 1999.
4. Power Cost Monitor Specifications. http://www.bluelineinnovations.com.
5. WATTSON Specifications. http://www.diykyoto.com.
6. Y. Kim, T. Schmid, Z. Charbiwala, and M. Srivastava. Viridiscope: Design and implementation of a fine grained power monitoring system for homes. In ACM Proc. of Intl. Conf. on Ubiquitous Computing (UbiComp 2009), pages 245-254, Orlando, USA, September 2009.
7. Energy Optimizers Ltd. http://www.plogginternational.com.
8. A. Schoofs, A. Guerrieri, D.T. Delaney, G. O'Hare, and A.G. Ruzzelli. Annot: Automated electricity data annotation using wireless sensor networks. pages 1-9, Boston, MA, USA, June 2010.
9. A. Marchiori and Q. Han. Using circuit-level power measurements in household energy management systems. In ACM Workshop On Embedded Sensing Systems For Energy-Efficiency in Buildings (BuildSys 2009), San Francisco, USA, November 2009.
10. A. Barbato, L. Borsani, A. A. Capone, and S. Melzi. Home energy saving through a user profiling system based on wireless sensors. In ACM Workshop On Embedded Sensing Systems For Energy-Efficiency in Buildings (BuildSys 2009), San Francisco, USA, November 2009.
11. G. Gao and K. Whitehouse. The self-programming thermostat: Optimizing setback schedules based on home occupancy patterns. In ACM Workshop On Embedded Sensing Systems For Energy-Efficiency in Buildings (BuildSys 2009), San Francisco, USA, November 2009.
12. V. L. Erickson, Y. Lin, A. Kamthe, R. Brahme, A. Surana, A. E. Cerpa, M. D. Sohn, and S. Narayanan. Energy efficient building environment control strategies using real-time occupancy measurements. In ACM Workshop On Embedded Sensing Systems For Energy-Efficiency in Buildings (BuildSys 2009), San Francisco, USA, November 2009.
13. Crossbow Imote2,ITS400 Sensor Board Specifications. http://www.xbow.com.
14. I. F. Akyildiz, T. Melodia, and K. R. Chowdhury. Wireless multimedia sensor networks: Applications and testbeds. Proceedings of the IEEE, 96(10):1588-1605, Oct. 2008.
15. M. Cowling. Non-Speech Environmental Sound Classification System for Autonomous Surveillance. PhD Thesis, Faculty of Engineering and Information Technology, Griffith University, 2004.
16. J.-C. Wang, Jhing-Fa, and Y.-S. Weng. Chip design of MFCC extraction for speech recognition. Integr. VLSI J., 32(1-3):111-131, 2002.
17. ALGLIB Specifications. http://www.alglib.net/.