Edge mining the internet of things

IEEE Sensors Journal

Volumn 13, Issue 10, 2013, Pages 3816-3825

  Gaura, Elena I ^a   Brusey, James ^a   Allen, Michael ^a   Wilkins, Ross ^a   Goldsmith, Dan ^a   Rednic, Ramona ^a  

^a Institute for Clean Growth and Future Mobility   (United Kingdom)

Author keywords

body sensor networks; Compression algorithms; data compression; wireless sensor networks

Indexed keywords

COMPRESSION ALGORITHMS; ENERGY REDUCTION; INFORMATION REQUIREMENT; INTERNET OF THINGS (IOT); IOT APPLICATIONS; PACKET TRANSMISSIONS; PERSONAL PRIVACY; REMOTE STORAGE;

ALGORITHMS; BODY SENSOR NETWORKS; DATA COMPRESSION; INTERNET; INTERNET PROTOCOLS; PACKET NETWORKS; SENSORS; WIRELESS SENSOR NETWORKS;

DATA MINING;

EID: 84883442679     PISSN: 1530437X     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSEN.2013.2266895     Document Type: Article

References (33)

1. L. Atzori, A. Iera, and G. Morabito, "The Internet of things: A survey, " Comput. Netw., vol. 54, no. 15, pp. 2787-2805, 2010.
2. O. Vermesan, P. Friess, P. Guillemin, S. Gusmeroli, H. Sundmaeker, A. Bassi, I. S. Jubert, M. Mazura, M. Harrison, M. Eisenhauer, and P. Doody. (2011). Internet of Things Strategic Research Roadmap [Online]: Available: http://www.internet-of-things-research.eu/pdf/IoT-Cluster-Strategic-Research- Agenda-2011.pdf
3. D. Goldsmith and J. Brusey, "The spanish inquisition protocol: Model based transmission reduction for wireless sensor networks, " in Proc. 9th IEEE Sensors Conf., Nov. 2010, pp. 2043-2048.
4. J. Brusey, R. Rednic, E. I. Gaura, and J. Kemp, "Postural activity monitoring for increasing safety in bomb disposal missions, " Meas. Sci. Technol., vol. 20, no. 7, pp. 075204-1-075204-11, Jul. 2009.
5. E. I. Gaura, J. Brusey, and R. Wilkins, "Bare necessities-Knowledge- driven WSN design, " in Proc. 10th IEEE Sensors Conf., Oct. 2011, pp. 66-70.
6. E. Gaura, L. Girod, J. Brusey, M. Allen, and G. Challen, Wireless Sensor Networks: Deployments and Design Frameworks. New York, NY, USA: Springer-Verlag, 2010.
7. S. Madden. (2010, Jul.). Intel Lab Data [Online]. Available: http://db.lcs.mit.edu/labdata/labdata.html
8. T. Daniel, E. I. Gaura, and J. Brusey, "Wireless sensor networks to enable the passive house-Deployment experiences, " in EuroSSC (Lecture Notes in Computer Science), vol. 5741, P. M. Barnaghi, K. Moessner, M. Presser, and S. Meissner, Eds. New York, NY, USA: Springer-Verlag, 2009, pp. 177-192.
9. U. Raza, A. Camerra, A. Murphy, T. Palpanas, and G. Picco, "What does model-driven data acquisition really achieve in wireless sensor networks?" in Proc. IEEE Int. Conf. Pervasive Comput. Commun., Mar. 2012, pp. 85-94.
10. O. Gnawali, R. Fonseca, K. Jamieson, D. Moss, and P. Levis, "Collection tree protocol, " in Proc. 7th ACM Conf. Embedded Netw. Sensor Syst., 2009, pp. 1-14.
11. D. Moss and P. Levis, "BoX-MACs: Exploiting physical and link layer boundaries in low-power networking, " Comput. Syst. Lab., Stanford Univ. Stanford, CA, USA, Tech. Rep. SING-08-00, 2008.
12. K. Klues, V. Handziski, C. Lu, A. Wolisz, D. Culler, D. Gay, and P. Levis, "Integrating concurrency control and energy management in device drivers, " in Proc. 21st ACM SIGOPS Symp. Operating Syst. Principles, 2007, pp. 251-264. (Pubitemid 351429380)
13. K. S. J. Pister and L. Doherty, "TSMP: Time synchronized mesh protocol, " in Proc. IASTED Int. Symp. Distrib. Sensor Netw., 2008, pp. 391-398.
14. E. I. Gaura, J. Halloran, J. Brusey, R. Wilkins, and R. Rednic, "Sustainable future? Building and life-style assessment, " in Proc. Int. Conf. Intell. Adv. Syst., Dec. 2012, pp. 7-11.
15. R. Rednic, E. Gaura, and J. Brusey, "Classact: Accelerometer-based real-time activity classifier, " in Proc. 2nd WiSIG Showcase, Jul. 2009, pp. 21-25.
16. R. Rednic, E. Gaura, J. Brusey, and J. Kemp, "Wearable posture recognition systems: Factors affecting performance, " in Proc. IEEE-EMBS Int. Conf. Biomed. Health Inf., Jan. 2012, pp. 200-203.
17. J. Brusey, R. Rednic, and E. Gaura, "Classifying transition behaviour in postural activity monitoring, " Sens. Transducers J., vol. 7, pp. 213-223, Oct. 2009.
18. T. Daniel, E. Gaura, and J. Brusey, "Homereact-The real-time environmental monitoring tool suite: Measure, decide, interact, " in Proc. 2nd WiSIG Showcase, Jul. 2009, pp. 26-30.
19. M. Langheinrich, "Privacy by design-Principles of privacy-aware ubiquitous systems, " in Proc. 3rd Int. Conf. Ubiquitous Comput., 2001, pp. 273-291. (Pubitemid 33347314)
20. G. Anastasi, M. Conti, M. D. Francesco, and A. Passarella, "Energy conservation in wireless sensor networks: A survey, " Ad Hoc Netw., vol. 7, no. 3, pp. 537-568, 2009.
21. F. Marcelloni and M. Vecchio, "An efficient lossless compression algorithm for tiny nodes of monitoring wireless sensor networks, " Comput. J., vol. 52, no. 8, pp. 969-987, Nov. 2009.
22. H. Mamaghanian, N. Khaled, D. Atienza, and P. Vandergheynst, "Compressed sensing for real-time energy-efficient ECG compression on wireless body sensor nodes, " IEEE Trans. Biomed. Eng., vol. 58, no. 9, pp. 2456-2466, Sep. 2011.
23. G. Quer, R. Masiero, G. Pillonetto, M. Rossi, and M. Zorzi, "Sensing, compression, and recovery for WSNs: Sparse signal modeling and monitoring framework, " IEEE Trans. Wireless Commun., vol. 11, no. 10, pp. 3447-3461, Oct. 2012.
24. G. Quer, D. Zordan, R. Masiero, M. Zorzi, and M. Rossi, "WSN-control: Signal reconstruction through compressive sensing in wireless sensor networks, " in Proc. IEEE 35th Conf. Local Comput. Netw., Oct. 2010, pp. 921-928.
25. D. Tulone and S. Madden, "PAQ: Time series forecasting for approximate query answering in sensor networks, " in EWSN (Lecture Notes in Computer Science), vol. 3868, K. Römer, H. Karl, and F. Mattern, Eds. New York, NY, USA: Springer-Verlag, 2006, pp. 21-37. (Pubitemid 43978605)
26. D. Tulone and S. Madden, "An energy-efficient querying framework in sensor networks for detecting node similarities, " in MSWiM, E. Alba, C.-F. Chiasserini, N. B. Abu-Ghazaleh, and R. L. Cigno, Eds. New York, NY, USA: ACM, 2006, pp. 191-300.
27. E. Fasolo, M. Rossi, J. Widmer, and M. Zorzi, "In-network aggregation techniques for wireless sensor networks: A survey, " IEEE Trans. Wireless Commun., vol. 14, no. 2, pp. 70-87, Apr. 2007. (Pubitemid 46776305)
28. M. Allen, L. Girod, R. Newton, S. Madden, D. Blumstein, and D. Estrin, "Voxnet: An interactive, rapidly-deployable acoustic monitoring platform, " in Proc. Int. Conf. Inf. Process. Sensor Netw., Apr. 2008, pp. 371-382.
29. A. M. Ali, S. Asgari, T. C. Collier, M. Allen, L. Girod, R. E. Hudson, K. Yao, C. E. Taylor, and D. T. Blumstein, "An empirical study of collaborative acoustic source localization, " Signal Process. Syst., vol. 57, no. 3, pp. 415-436, 2009.
30. G. Werner-Allen, S. Dawson-Haggerty, and M. Welsh, "Lance: Optimizing high-resolution signal collection in wireless sensor networks, " in Proc. 6th ACM Conf. Embedded Netw. Sensor Syst., 2008, pp. 169-182.
31. J. Ryder, B. Longstaff, S. Reddy, and D. Estrin, "Ambulation: A tool for monitoring mobility patterns over time using mobile phones, " in Proc. Int. Conf. Comput. Sci. Eng., vol. 4. Aug. 2009, pp. 927-931.
32. S. Reddy, M. Mun, J. Burke, D. Estrin, M. Hansen, and M. Srivastava, "Using mobile phones to determine transportation modes, " ACM Trans. Sensor Netw., vol. 6, no. 2, pp. 13:1-13:27, Mar. 2010.
33. Q. Chen, M. Hsu, and H. Zeller, "Experience in continuous analytics as a service (CaaaS), " in Proc. 14th Int. Conf. Extend. Database Technol., 2011, pp. 509-514.