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http://dx.doi.org/10.13160/ricns.2016.9.3.199

Implementation of Intelligent Home Network and u-Healthcare System based on Smart-Grid  

Kim, Tae Yeun (Department of Computer Science & Statics, Chosun University)
Bae, Sang Hyun (Department of Computer Science & Statics, Chosun University)
Publication Information
Journal of Integrative Natural Science / v.9, no.3, 2016 , pp. 199-205 More about this Journal
Abstract
In this paper, we established ZIGBEE home network and combined smart-grid and u-Healthcare system. We assisted for amount of electricity management of household by interlocking home devices of wireless sensor, PLC modem, DCU and realized smart grid and u-Healthcare at the same time by verifying body heat, pulse, blood pressure change and proceeded living body signal by using SVM algorithm and variety of ZIGBEE network channel and enabled it to check real-time through IHD which is developed by user interface. In addition, we minimized the rate of energy consumption of each sensor node when living body signal is processed and realized Query Processor which is able to optimize accuracy and speed of query. We were able to check the result that is accuracy of classification 0.848 which is less accounting for average 17.9% of storage more than the real input data by using Mjoin, multiple query process and SVM algorithm.
Keywords
Intelligent Home Network; Smart-Grid; SVM classification Algorithm; u-Healthcare; ZIGBEE;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
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1 Y.-T. Ko, "A design and implementation of AMI(advanced metering infrastructure) system based on home network for smartgrid", M.S. Diss., Changwon National University, 2010.
2 S. Lee, S. Lee, K. Lim and J. Lee, "The design of webservices framwork support ontology based dynamic service composition", Information Retrieval Technology, Vol. LNCS 3689, pp. 721-726, 2005.
3 Y.Kajitani and K. W. Hipel, and A. I. Mcleod, "Forecasting nonlinear time series with feed-forward netral networks: a case study of canadian lynx data", Journal of Forecasting, Vol. 24, pp. 105-117, 2005.   DOI
4 Simon Haykin, "Netral network (acompre hensive foundation)", Prentice Hall International, pp. 161-172, 1999.
5 K. R. Farrell, R. J. Mammone, and K. T. Assaleh., "Speaker recognition using neural networks and conventional classifiers", IEEE Transactions on speech and Audio Processing, Vol. 2, pp. 194-205, 1994.   DOI
6 J. W. Go, G. H. Han, H. B. Kim, and C. H. Lee, "Multigradient: a new neural network learning algorithm for pattern classification", IEEE Transactions on Geoscience and Remote Sensing, Vol. 39, pp. 986-993, 2001.   DOI
7 Y.-J. Hwang and K.-H. Lee, "A design of an AMI system based on an extended home network for the smart grid", Journal of the Institute of Electronics Engineers of Korea TC, Vol. 49, pp. 56-64, 2012.
8 Y.-W. Heo, "Study for smart grid convergence information technology of an apartment house remote metering system", M.S. Diss., Chungnam National University, 2011.
9 N.-H. Kim, "A design of protocol for secure medical information transfer in u-health environment based on zigbee", M.S. Diss., Soongsil University, 2012.