A Study on Big Data Analysis on WSN for Different Data

Authors(2) :-Lovepreet Singh, Er. Dinesh Kumar

Big data represent a new era in data exploration and utilization and covers various industrial applications, for example, professionalizing business intelligence operation in the automobile industry, solving routing and scheduling problems in transportation systems , improving the performance of supply chains by minimizing the negative effect of demand uncertainties , providing security for buildings and physical infrastructure in home surveillance and security systems. In this paper the different problems are studied from the previous work these problems are like routing and scheduling problems are occurred during the processing of big data on WSN. The most important problem in the design of the routing algorithm of WSN is the maximization of the network lifetime and balancing the energy consumption of sensor nodes. In the future we propose a Real-Time Big Data Gathering Algorithm with high Energy Efficient Distributed (HEED) network.

Authors and Affiliations

Lovepreet Singh
Giani Zail Singh Campus College of Engineering & Technology, Bathinda, Punjab, India
Er. Dinesh Kumar
Giani Zail Singh Campus College of Engineering & Technology, Bathinda, Punjab, India

HEED, Big Data, WSN , LEACH

  1. Kan Yu et.al. “REALFLOW: Reliable Real-Time Flooding-Based Routing Protocol for Industrial Wireless Sensor Networks” Hindawi Publishing Corporation International Journal of Distributed Sensor Networks Volume 2014.
  2. Abdullah I. Alhasanat et.al. “Data Gathering in Wireless Sensor Networks Using Intermediate Nodes” International Journal of Computer Networks & Communications (IJCNC) Vol.7, No.1, January 2015.
  3. Ms.R.S.Mahathi et.al. “A Real-time Big Data Gathering Algorithm in Wireless Sensor Networks” IJIEST ISSN (2455-8494) Special Issue Vol.01, No. 01, May 2016.
  4. Panneer Selvam G. et.al. “Energy Efficiency in Wireless Sensor Network for Risk Analysis using RMS Algorithm” I J C T A, 9(9), 2016
  5. Jie Cheng et.al. “STCDG: An Efficient Data Gathering Algorithm Based on Matrix Completion for Wireless Sensor Networks” IEEE TRANSACTION ON WIRELESS COMMUNICATIONS-2016.
  6. Xuejun Ding et.al. “A Real-Time Big Data Gathering Algorithm Based on Indoor Wireless Sensor Networks for Risk Analysis of Industrial Operations” IEEE Transactions on Industrial Informatics-2016.
  7. W. Shen, T. Zhang, F. Barac, M. Gidlund, “PriorityMAC: a priorityenhanced MAC protocol for critical traffic in industrial wireless sensor and actuator networks,” IEEE Transactions on Industrial Informatics, vol.10, no. 1, pp. 824-835, 2014.
  8. B. C. Villaverde, S. Rea, D. Pesch, “InRout–A QoS aware route selection algorithm for industrial wireless sensor networks,” Ad Hoc Networks, vol. 10, no. 3, pp. 458-478, 2012.
  9. K. Yu, Z. Pang, M. Gidlund, J. Akerberg, M. Björkman, “REALFLOW: Reliable real-time flooding-based routing protocol for industrial wireless sensor networks,” International Journal of Distributed Sensor Networks,vol. 2014, Article ID 936379, 17 pages, 2014.
  10. A. A. Kumar S., K. Øvsthus, L. M. Kristensen, “An industrial perspective on wireless sensor networks - a survey of requirements, protocols, and challenges,” IEEE Communications Surveys & Tutorials, vol. 16, no. 3,pp. 1391-1412, 2014
  11. A. Maskooki, C. Soh, E. Gunawan, K. Low, “Adaptive routing for dynamic on-body wireless sensor networks,” IEEE Journal of Biomedical and Health Informatics, vol. 19, no. 2, pp. 549-558, 2015.
  12. N. Marchenko, T. Andre, G. Brandner, W. Masood, C. Bettstetter, “An experimental study of selective cooperative relaying in industrial wireless sensor networks,” IEEE Transactions on Industrial Informatics, vol. 10, no. 3, pp. 1806-1816, 2014.
  13. R. Abrishambaf, S. N. Bayindir, M. Hashemipour, “Energy analysis of routing protocols in wireless sensor networks for industrial applications,” Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, vol. 226, no. 5, pp. 678-684, 2012.
  14. W. Shen, T. Zhang, F. Barac, M. Gidlund, “PriorityMAC: a priority-enhanced MAC protocol for critical traffic in industrial wireless sensor and actuator networks,” IEEE Transactions on Industrial Informatics, vol. 10, no. 1, pp. 824-835, 2014.

Publication Details

Published in : Volume 2 | Issue 3 | May-June 2017
Date of Publication : 2017-06-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 180-187
Manuscript Number : CSEIT17236
Publisher : Technoscience Academy

ISSN : 2456-3307

Cite This Article :

Lovepreet Singh, Er. Dinesh Kumar, "A Study on Big Data Analysis on WSN for Different Data", International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN : 2456-3307, Volume 2, Issue 3, pp.180-187, May-June-2017.
Journal URL : http://ijsrcseit.com/CSEIT17236

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