Cognitive management framework for Internet of Things:-A prototype implementation

2014 IEEE World Forum on Internet of Things, WF-IoT 2014

Volumn , Issue , 2014, Pages 538-543

  Sasidharan, Swaytha ^a,b   Somov, Andrey ^a   Biswas, Abdur Rahim ^a   Giaffreda, Raffaele ^a  

^a CREATE NET   (Italy)

^b UNIVERSITY OF TRENTO   (Italy)

Author keywords

Cognitive Technologies; Internet of Things; Machine Learning; Smart Home

Indexed keywords

EID: 84900406333     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WF-IoT.2014.6803225     Document Type: Conference Paper

References (21)

1. D. Miorandi, S. Sicari, F. De Pellegrini, and I. Chlamtach, "Internet of things: Vision, applications and research chalenges," Ad Hoc Networks, vol. 10, no. 7, pp. 1497-1516, 2012.
2. M. Uusitalo, "Global vision for the future wireless world from the WWRF," IEEE Vehicular Technology Magazine, vol. 1, no. 2, pp. 4-8, 2006.
3. A. Somov, C. Dupont, and R. Giaffreda, "Supporting smartcity mobility with cognitive internet of things," in Future Network and Mobile Summit (FutureNetworkSummit), 2013, 2013, pp. 1-10.
4. D. Kelaidonis, A. Somov, V. Foteinos, G. Poulios, V. Stavroulaki, P. Vlacheas, P. Demestichas, A. Baranov, A. Biswas, and R. Giaffreda, "Virtualization and cognitive management of real world objects in the internet of things," in Green Computing and Communications (GreenCom), 2012 IEEE International Conference on. IEEE, 2012, pp. 187-194.
5. K. Aberer, M. Hauswirth, and A. Salehi, "Infrastructure for data processing in large-scale interconnected sensor networks," in Mobile Data Management, 2007 International Conference on. IEEE, 2007, pp. 198-205.
6. R. Weinstein, "RFID: a technical overview and its application to the enterprise," IT professional, vol. 7, no. 3, pp. 27-33, 2005.
7. P. Ciciriello, L. Mottola, and G. P. Picco, "Building virtual sensors and actuators over logical neighborhoods," in Proceedings of the international workshop on Middleware for sensor networks. ACM, 2006, pp. 19-24.
8. F. Mattern, "From smart devices to smart everyday objects," in Proceedings of Smart Objects Conference, 2003.
9. N. A. Streitz, C. Rocker, T. Prante, D. van Alphen, R. Stenzel, and C. Magerkurth, "Designing smart artifacts for smart environments," Computer, vol. 38, no. 3, pp. 41-49, 2005.
10. P. Vlacheas, R. Giaffreda, V. Stavroulaki, D. Kelaidonis, V. Foteinos, G. Poulios, P. Demestichas, A. Somov, A. Biswas, and K. Moessner, "Enabling smart cities through a cognitive management framework for the internet of things," IEEE Communications Magazine, vol. 51, no. 6, pp. 102-111, 2013.
11. T. Zhang, S. Liu, C. Xu, and H. Lu, "Mining semantic context information for intelligent video surveillance of traffic scenes," IEEE Transactions on Industrial Informatics, vol. 9, no. 1, pp. 149-160, 2013.
12. V. Foteinos, D. Kelaidonis, G. Poulios, V. Stavroulaki, P. Vlacheas, P. Demestichas, R. Giaffreda, A. Biswas, S. Menoret, G. Nguengang, M. Etelapera, N. Septimiu-Cosmin, M. Roelands, F. Visintainer, and K. Moessner, "A cognitive management framework for empowering the internet of things," in The Future Internet, ser. Lecture Notes in Computer Science, A. Galis and A. Gavras, Eds. Springer, 2013, vol. 7858, pp. 187-199.
13. "WASP motes," http://www.libelium.com/products/waspmote/.
14. "Arduino," http://www.arduino.cc/.
15. "Open Picus, Flyport," http://www.openpicus.com/.
16. A. Somov, A. Baranov, A. Savkin, M. Ivanov, L. Calliari, R. Passerone, E. Karpov, and A. Suchkov, "Energy-aware gas sensing using wireless sensor networks," in Wireless Sensor Networks, ser. Lecture Notes in Computer Science, G. Picco and W. Heinzelman, Eds. Springer Berlin Heidelberg, 2012, vol. 7158, pp. 245-260.
17. A. Somov, D. Spirjakin, M. Ivanov, I. Khromushin, R. Passerone, A. Baranov, and A. Savkin, "Combustible gases and early fire detection: An autonomous system for wireless sensor networks," in Energy-Efficient Computing and Networking (e-Energy), 2010 ACM International Conference on. ACM, 2010, pp. 85-93.
18. "Xively, Platform for Internet of Things," https://xively.com/.
19. "Drools, business logic integration platform," http://www. jboss.org/drools/.
20. M. Hall, E. Frank, G. Holmes, B. Pfahringer, P. Reutemann, and I. H. Witten, "The weka data mining software: an update," ACM SIGKDD Explorations Newsletter, vol. 11, no. 1, pp. 10-18, 2009.
21. A. Somov, A. Baranov, D. Spirjakin, A. Spirjakin, V. Sleptsov, and R. Passerone, "Deployment and evaluation of a wireless sensor network for methane leak detection," Sensors and Actuators A: Physical, vol. 202, pp. 217-225, 2013.