We apologize for a recent technical issue with our email system, which temporarily affected account activations. Accounts have now been activated. Authors may proceed with paper submissions. PhDFocusTM
CFP last date
20 December 2024
Reseach Article

Single Point Interface for Data Analysis in Wireless Sensor Networks

by Disha J. Shah, Harshal A. Arolkar
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 47 - Number 9
Year of Publication: 2012
Authors: Disha J. Shah, Harshal A. Arolkar
10.5120/7217-0022

Disha J. Shah, Harshal A. Arolkar . Single Point Interface for Data Analysis in Wireless Sensor Networks. International Journal of Computer Applications. 47, 9 ( June 2012), 22-26. DOI=10.5120/7217-0022

@article{ 10.5120/7217-0022,
author = { Disha J. Shah, Harshal A. Arolkar },
title = { Single Point Interface for Data Analysis in Wireless Sensor Networks },
journal = { International Journal of Computer Applications },
issue_date = { June 2012 },
volume = { 47 },
number = { 9 },
month = { June },
year = { 2012 },
issn = { 0975-8887 },
pages = { 22-26 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume47/number9/7217-0022/ },
doi = { 10.5120/7217-0022 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:41:26.534325+05:30
%A Disha J. Shah
%A Harshal A. Arolkar
%T Single Point Interface for Data Analysis in Wireless Sensor Networks
%J International Journal of Computer Applications
%@ 0975-8887
%V 47
%N 9
%P 22-26
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Today, across a wide variety of areas, huge datasets are being collected and accumulated at a very high pace. The datasets addressed by individual applications are very often heterogeneous and geographically distributed, and are used by the communities of 2users, which are often large and also geographically scattered. Major challenges are involved in the efficient and reliable storage, fast processing, cleaning and extracting descriptive and predictive knowledge from this great mass of data. In this paper, we describe architecture of single point interface for data analysis meant for different applications of wireless sensor networks. This architecture will help the user extract the exact data required and view the output that is actually needed by him/her. The paper is divided into five sections, section I introduces wireless sensor network, section II lists various applications of WSN, section III contains the sample data set of different applications, section IV gives the proposed solution for performing data analysis and proposed architecture followed by conclusion in section V.

References
  1. Abhiman Hande, Todd Polk, William Walker, Dinesh Bhatia, "Self- Powered Wireless Sensor Networks for Remote Patient Monitoring in Hospitals", Sensors, 2006, Vol. 6, pp. 1102-1117, ISSN 1424-8220. .
  2. Bhaskar Krishnamachari, "Networking Wireless Sensors", Cambridge University Press, 2005, ISBN: 0521838479.
  3. Byungrak Son, Yong-Sork Her, Jung-Gyu Kim, "A Design and Implementation of Forest-Fires Surveillance System based on Wireless Sensor Networks for South Korea mountain", IJCSNS International Journal of Computer Science and Network Security, 2006, Vol. 6, pp. 124-130.
  4. Cholatip Yawut, Sathapath Kilaso, "A Wireless Sensor Network for Weather and Disaster Alarm Systems", 2011 International Conference on Information and Electronics Engineering, 2011, Vol. 6, pp. 155-159. .
  5. Chris Otto, Aleksandar Milenkovic, Corey Sanders, Emil Jovanov, "System Architecture of a Wireless Body Area Sensor Network for Ubiquitous Health Monitoring ", Journal of Mobile Multimedia, 2006, Vol. 1, pp. 307-326, ISSN: 1918-2104.
  6. Chun-Ta Li, "Security of Wireless Sensor Networks: Current Status and Key Issues", InTech, Smart Wireless Sensor Networks, 2010, pp. 300-313, ISBN 978-953-307-261-6.
  7. Cook, D. J. and Das, "Smart Environments: Technologies, Protocols, and Applications", Wiley Publications, 2004, ISBN: 978-0-471-54448-7.
  8. Harshal Arolkar, Kashyap Dhamecha, Darshan Patel, "Architecture for Accident Monitoring in BRTS Corridors Using WSN ", International Journal of Enterprise Computing and Business Systems, 2012, Vol. 2, 1, ISSN: 2230-8849.
  9. Hillol Kargupta, Ilker Hamzaoglu, Brian Stafford, "Scalable, Distributed Data Mining-An Agent Architecture", KDD-97 Proceedings, 1997, pp. 211-214.
  10. I. F. Akyildiz, Weilian Su; Sankarasubramaniam, Y. ; Cayirci, E, " Wireless sensor networks: a survey", Communications Magazine, IEEE, 2002, Vol. 40, 8, pp. 102-114, ISSN: 0163-6804.
  11. Ian H. Witten, Eibe Frank, "Data Mining: practical machine learning tools and techniques", Elsevier, 2005, ISBN: 0-12-088407-0.
  12. Kae Hsiang Kwong, Tsung Ta Wu, Hock Guan Goh, Bruce Stephen, Michael Gilroy, Craig Michie, and Ivan Andonovic,"Centre for Intelligent Dynamic Communications, Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, United Kingdom ", Wireless Sensor Networks in Agriculture: Cattle Monitoring for Farming Industries, PIERS Online, 2009, Vol. 5, 1, pp. 31-35. ISSN: 1931- 7360.
  13. Kazem Sohraby, Daniel Minoli, Taieb Znati, "Wireless Sensor Networks: Technology, Protocols and Applications", Wiley Publications, 2007, ISBN: 978-0-471-74300-2.
  14. Konstantinos Sasloglou, Ian A Glover, Kae-Hsiang Kwong and Ivan Andonovic, " Wireless Sensor Network for Animal Monitoring using both Antenna and Base-station Diversity", 11th IEEE Singapore International Conference on Communication Systems, 2008. ICCS 2008, 2008, pp. 27-33, E-ISBN: 978-1-4244-2424-5.
  15. Liyang Yu, Neng Wang; Xiaoqiao Meng, " Real-time forest fire detection with wireless sensor networks ", Proceedings 2005 International Conference on Wireless Communications, Networking and Mobile Computing, 2005, Vol. 2, 23-26, pp. 1214-1217, ISBN: 0-7803-9335-X.
  16. Michael Winkler, Klaus-Dieter Tuchs, Kester Hughes, and Graeme Barclay, "Theoretical and practical aspect of military wireless sensor network ", Journal of Telecommunication and Information Technology, 2008, pp. 37-45.
  17. Seong-eunYoo, Jae-eon Kim, Taehong Kim, Sungjin Ahn, Jongwoo Sung, Daeyoung Kim, " Automated Agriculture System based on WSN", IEEE International Symposium on Consumer Electronics, 2007, 2007, pp. 1-5, E-ISBN: 978-1-4244-1110-8.
  18. Tokihiro Fukatsu, Masayuki Hirafuji, "Field Monitoring Using Sensor-Nodes with a Web Server", Journal of Robotics and Mechatronics, 2005, Vol. 17, 2, pp. 164-175.
  19. Vivek Katiyar, Narottam Chand, Naveen Chauhan, "Recent advance and future trends in wireless sensor networks", International Journal of applied engineering research, Dindigul, 2010, vol. 1, 3, pp. 330-342, ISSN:¬ 0976¬4259.
  20. William Inmon, "Building the Data Warehouse", Wiley India Pvt. Ltd, 4th Edition, ISBN: 9788126506453.
Index Terms

Computer Science
Information Sciences

Keywords

Wsn (wireless Sensor Network) Data Mining Xml (extensible Markup Language) Data Warehouse Dataset