A human detection method for residential smart energy systems based on Zigbee RSSI changes

IEEE Transactions on Consumer Electronics

Volumn 58, Issue 3, 2012, Pages 819-824

  Mrazovac, Bojan ^a   Bjelica, Milan ^a   Kukolj, Dragan ^a   Todorovic, Branislav ^b   Samardzija, Dragan ^b  

^a UNIVERSITY OF NOVI SAD   (Serbia)

^b RT RK   (Serbia)

Author keywords

Object detection; RF signals; sensorlesscontrol; wireless sensor networks

Indexed keywords

DETECTION ALGORITHM; DETECTION METHODS; ENERGY SYSTEMS; HUMAN BODIES; HUMAN DETECTION; INSTALLATION COSTS; INTELLIGENT POWER; LIGHT SWITCHES; OBJECT DETECTION; PROPAGATION PATTERN; RADIO SIGNALS; RADIO TRANSCEIVERS; RESIDENTIAL ENERGY; RF SIGNAL; SENSORLESSCONTROL; SHADOWING EFFECTS; SMART POWER; SMART-HOME SYSTEM;

AUTOMATION; ENERGY MANAGEMENT; INTELLIGENT BUILDINGS; RADIO WAVES; WIRELESS SENSOR NETWORKS; ZIGBEE;

FADING (RADIO);

EID: 84867300580     PISSN: 00983063     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCE.2012.6311323     Document Type: Article

References (20)

1. N. Ababneh, "Radio irregularity problem in wireless sensor networks: New experimental results", Proc. of IEEE Sarnoff Symp., pp. 1-5, 2009.
2. G. Zhou, T. He, S. Krishnamurthy and J. A. Stankovic, "Impact of radio irregularity on wireless sensor networks", Proc. of the 2nd Intl. Conf. on Mobile Sys, Apps, and Services (MobiSys '04), pp. 125-138, 2004.
3. M. Youssef, M. Mah, and A. Agrawala, "Challenges:device-free passive localization for wireless environments," Proc. of the 13th annual ACM Intl Conf. on Mobile Computing and Networking, pp. 222-229, 2007.
4. V. Sundramoorthy, G. Cooper, N. Linge, and Q. Liu, "Domesticating Energy-Monitoring Systems: Challenges and Design Concerns", IEEE Pervasive Computing, vol. 10, no. 1, pp. 20-27, 2011.
5. G. Song, F. Ding W. Zhang and A. Song, "A wireless power outlet system for smart homes", IEEE Trans. Consumer Electronics, vol. 54, no. 4, pp. 1688-1691, 2008.
6. D. M. Han and J. H. Lim, "Design and implementation of smart home energy management systems based on zigbee," IEEE Transactions On Consumer Electronics, vol. 56, no. 3, pp. 1417-1425, 2010.
7. B. Mrazovac, M. Z. Bjelica, I. Papp and N. Teslic, "Towards ubiquitous smart outlets for safety and energetic efficiency of home electric appliances", Proc. of Intl. Conf. on Consumer Electronics (ICCE '11), Berlin (Germany), pp. 324-328, 2011.
8. K. Woyach, D. Puccinelli and M. Haenggi, "Sensorless sensing in wireless networks: Implementation and measurements", Proc. of WinMee'06, Boston (USA), pp. 1-8, 2006.
9. D. Puccinelli, A. Foerster, A. Puiatti and S. Giordano, "Radio-based trail usage monitoring with low-end motes", Proc. of the 7th IEEE International Workshop on Sensor Networks and Systems for Pervasive Computing (PerSens '11), Seattle, (USA), pp. 196-201, 2011.
10. Pius W.Q. Lee, Winston K.G. Seah, H.P. Tan and Z.X. Yao, "Wireless sensing without sensors-an experimental study of motion/intrusion detection using RF irregularity", Jour. of Measurement Sci. and Tech., Spec. Issue on Wireless Sensor Networks: Designing for real-world deployment and deployment experiences, vol. 21, no. 12, 2010.
11. W.C. Lin, Winston K.G. Seah and W. Li, "Exploiting radio irregularity in the internet of things for automated people counting", Proc. of the 22nd IEEE Symposium on Personal, Indoor, Mobile and Radio Communications (PIMRC '11), Toronto (Canada), 2011.
12. S. Hussain, R. Peters and D. L. Silver, "Using received signal strength variation for surveillance in residential areas", Proc. of 9th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN '10), vol. 6973, pp. 1-6, 2008.
13. O. Kaltiokallio, M. Bocca, and L. Eriksson, "Distributed RSSI processing for intrusion detection in indoor environments", Proc. of 9th ACM/IEEE Intl. Conf. on Information Processing in Sensor Networks (IPSN '10), pp.404-405, 2010.
14. Erin L. Puzo, Ryan P. Brenner, T. Owens Walker, and Christopher R. Anderson, "The Matrix: a roadside wireless security system", Proc. of Virginia Tech Symp. on Wireless Personal Comm., USA, 2011.
15. N. Patwari and J. Wilson, "RF sensor networks for device-free localization and tracking", Proc. of the IEEE, vol. 98, no. 11, pp. 1961-1973, 2010.
16. M. Moussa and M. Youssef, "Smart services for smart environments: Device-free passive detection in real environments", Proc. of IEEE PerCom-09, pp. 1-6, 2009.
17. J. Wilson and N. Patwari, "Radio tomographic imaging with wireless networks", IEEE Trans. on Mobile Comput., vol. 9, pp. 621-632, 2010.
18. D. Zhang, J. Ma, Q. Chen, and L. Ni, "An RF-based system for tracking transceiver-free objects", Proc. of IEEE PerCom'07, pp. 135-144, 2007.
19. G. Deak, K. Curran and J. Condell, "History Aware Device-free Passive (DfP) Localisation", Image Processing & Communications Journal, vol. 16, no. 3-4, pp. 21-30, 2011.
20. M. Z. Bjelica, B. Mrazovac, N. Teslic, "Evaluation of the available scripting languages for home automation networks: Real world case study", Proc. of TELSIKS'11, Nis (Serbia), 2011.