Date of Publication :17th January 2018
Abstract: In this work, a framework for perceiving activities in the home setting utilizing a lot of little and straightforward statechange sensors is presented. The sensors are intended to be "tape on and overlook" gadgets that can be rapidly and pervasively introduced in home situations. The proposed detecting framework introduces an option in contrast to sensors that are some of the time apparent as invasive, for example, cameras and amplifiers. Unlike earlier works, the framework has been deployed in numerous private conditions with non-researcher occupants. Primer outcomes on a little dataset show that it is conceivable to perceive activities important to medical professionals for example, toileting, washing, and preparing with discovery accuracies going from 25% to 89% contingent upon the assessment criteria utilized.
Reference :
-
- J. Mäntyjärvi, J. Himberg, and T. Seppänen, “Recognizing human motion with multiple acceleration sensors,” Proc. IEEE Int. Conf. Syst. Man Cybern., 2001.
- Ó. D. Lara and M. A. Labrador, “A survey on human activity recognition using wearable sensors,” IEEE Commun. Surv. Tutorials, 2013.
- M. Makikawa and H. Iizumi, “Development of an ambulatory physical activity memory device and its application for the categorization of activitys in daily life.,” Medinfo, 1995.
- J. K. Aggarwal and M. S. Ryoo, “Human activity analysis: A review,” ACM Computing Surveys. 2011.
- O. Kasten and M. Langheinrich, “First Experiences with Bluetooth in the Smart-Its Distributed Sensor Network,” in Workshop on Ubiquitous Computing and Communications, PACT 2001, Barcelona, Spain, September 8-12, 2001, 2001.
- S. S. Intille et al., “Tools for studying behavior and technology in natural settings,” Lect. Notes Comput. Sci. (including Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinformatics), 2003.
- F. Bonomi, R. Milito, J. Zhu, and S. Addepalli, “Fog computing and its role in the internet of things,” in MCC’12 - Proceedings of the 1st ACM Mobile Cloud Computing Workshop, 2012.
- L. Chen, J. Hoey, C. D. Nugent, D. J. Cook, and Z. Yu, “Sensor-based activity recognition,” IEEE Transactivitys on Systems, Man and Cybernetics Part C: Applications and Reviews. 2012
- Reed Switches and Reed Relays,” 2005.
- M. M. Canteli, “Sensors,” in Handbook of Automotive Power Electronics and Motor Drives, 2017.
- Gaurav Verma, Harsh Agarwal, Shreya Singh, Shaheem Nighat Khinam, Prateek Kumar Gupta and Vishal Jain, “ Design and Implementation of Router for NOC on FPGA”, International Journal of Future Generation Communication and Networking (IJFGCN), Vol. 9, No. 12, December 2016 page no. 263 – 272 having ISSNo. 2233-7857 .
- Nisha Pandey, B. S. Chowdhary , Bhagwan Das , D. M. Akbar Husain , Vishal Jain , Tanesh Kumar, “Design of Data Processing Device on Low Power SPARTAN6 FPGA”, International Journal of Control and Automation (IJCA).
- Sujeet Pandey, Puneet Tomar, Lubna Luxmi Dhirani, D. M. Akbar Hussain, Vishal Jain, Nisha Pandey, “Design of Energy Efficient Sinusoidal PWM Waveform Generator on FPGA”, International Journal of Signal Processing, Image Processing and Pattern Recognition (IJSIP), Vol. 10 No. 10, October, 2017, page no. 49-58 having ISSN No. 2005- 4254.
- RP Shermy, S Balamurugan, “Certain Investigation on Context Aware Knowledge Discovery Strategies for Healthcare Systems”, Asian Journal of Research in Social Sciences and Humanities, Volume : 6, Issue : 8, 2016
- S Balamurugan, RP Shermy, Gokul Kruba Shanker, VS Kumar, VM Prabhakaran, “An Object Oriented Perspective of Context–Aware Monitoring Strategies for Cloud based Healthcare Systems”,Asian Journal of Research in Social Sciences and Humanities, Volume : 6, Issue : 8, 2016
- S Balamurugan, P Anushree, S Adhiyaman, Gokul Kruba Shanker, VS Kumar, “RAIN Computing: Reliable and Adaptable Iot Network (RAIN) Computing”, Asian Journal of Research in Social Sciences and Humanities, Volume : 6, Issue : 8, 2016