Wavelet-based Energy Efficient Data Collection Algorithm in Wireless Sensor Networks | Original Paper

Editors' Choice

Minh Nguyen a,, Huyen Nguyen b, Keith Teague c

Dr. Minh Nguyen

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Corresponding Author

Affiliation: Thai Nguyen University of Technology, Thai Nguyen, Viet Nam

Tel: 84 208 3847 093

E-mail: tuanminh.nguyen@okstate.edu

Biography: Minh T. Nguyen received his B.S., M.S. and PhD degrees in Electrical Engineering from Hanoi University of Communication and Transport, Hanoi, Vietnam in 2001, Military Technical Academy, Hanoi, Vietnam in 2007, Oklahoma State University, Stillwater, OK, USA, in 2015, respectively. Assoc. Prof. Dr. Minh Nguyen is currently the director of International training and Cooperation center at Thai Nguyen University of Technology, Vietnam, and also the director of Advanced Wireless Communication Networks (AWCN) Lab. He has interest and expertise in a variety of research topics in the communications, networking, and signal processing areas, especially compressive sensing, and wireless/mobile sensor networks. He serves as technical reviewers for several prestigious journals and international conferences. He also serves as Editors for Wireless Communication and Mobile Computing journal, EAI Endorsed Transactions on Industrial Networks and Intelligent Systems and Associated Editor for ICSES Transactions on Computer Networks and Communications

Dr. Minh Nguyen's publications in ICSES

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• Formation Control for Multiple Unmanned Aerial Vehicles (UAVs): Recent Developments and Research Challenges
  ICSES Transactions on Computer Networks and Communications
  Short Letter | Vol. 7, No. 1 | Pages 1-4 | Sep. 2021
  Minh Nguyen, Hoang Hua-Trinh, Hai Do
• An Analysis of ZigBee Technologies utilizing in Wireless Sensor Networks
  ICSES Transactions on Computer Networks and Communications
  Original Paper | Vol. 7, No. 1 | Pages 5-14 | Sep. 2021
  Minh Nguyen, Alberto Ernesto Coboi, Nguyen Cuong, Thang Tran
• A Comprehensive Survey of the Tactile Internet: State-of-the-Art and Research Challenges
  ICSES Transactions on Computer Networks and Communications
  Short Letter | Vol. 7, No. 1 | Pages 15-20 | Sep. 2021
  Hoa Nguyen, Minh Nguyen
• Multi-UAV Control Approaches: Classifications, Research Challenges and Opening Issues
  ICSES Transactions on Computer Networks and Communications
  Short Letter | Vol. 7, No. 1 | Pages 36-40 | Sep. 2021
  Nga Nguyen, Minh Nguyen, Hoa Nguyen, Linh Hoang Truong
• UAV Communication Networks: Benefits, Research Challenges and Opening Issues
  ICSES Transactions on Computer Networks and Communications
  Short Letter | Vol. 7, No. 1 | Pages 30-35 | Sep. 2021
  Hoa Nguyen, Minh Nguyen, Linh Hoang Truong, Trang Le
• Toward Energy-Efficient Framework for UAVs, Mobile Robots Assisted Data Collection in Wireless Sensor Networks
  ICSES Transactions on Computer Networks and Communications
  Original Paper | Vol. 7, No. 1 | Pages 21-29 | Sep. 2021
  Thang Tran, Minh Nguyen, Trang Le
• Blockchain Technology in Wireless Sensor Network: Benefits and Challenges.
  ICSES Transactions on Computer Networks and Communications
  Short Letter | In Press | Pages 1-4 | Sep. 2021
  Nguyen Cuong, Minh Nguyen, Trang Le, Thang Tran
• Security Problems In Smart Homes
  ICSES Transactions on Computer Networks and Communications
  Review Article | In Press | Pages 1-9 | Sep. 2021
  Alberto Ernesto Coboi, Minh Nguyen, Thang Tran, Son Tran
• Energy Efficient Approaches in Wireless Sensor Networks
  ICSES Transactions on Computer Networks and Communications
  Original Paper | Vol. 6, No. 1 | Pages 1-10 | Mar. 2020
  Minh Nguyen, Vinh Vu Thanh, Nguyen Cuong, Toan Quyen
• Energy Harvesting in Wireless Sensor Networks: Benefits and Challenges
  ICSES Interdisciplinary Transactions on Cloud Computing, IoT, and Big Data
  Miscellaneous | Vol. 4, No. 1 | Pages 1-3 | Mar. 2020
  Minh Nguyen
• Control, Communications and Networking for Mobile Sensor Networks
  ICSES Transactions on Computer Networks and Communications
  Special Issue Proposal | In Press | Pages 1-6 | Feb. 2020
  Minh Nguyen
• Sleeping Schedules for Energy-Efficiency Purpose in Wireless Sensor Network: Benefits and Challenges
  ICSES Transactions on Computer Hardware and Electrical Engineering
  Miscellaneous | Vol. 5, No. 3 | Pages 1-4 | Sep. 2019
  Minh Nguyen
• Wireless Communication Technologies and Applications for Wireless Sensor Networks: A Survey
  ICSES Transactions on Computer Networks and Communications
  Review Article | Vol. 5, No. 1 | Pages 1-15 | Apr. 2019
  Minh Nguyen, Huy Tran Van, Giap Nguyen Trong, Khoi H. Do
• A Design of Sensing Data Collection Circuits for Wireless Sensor Networks Utilizing WiFi Technology
  ICSES Transactions on Computer Hardware and Electrical Engineering
  Short Letter | Vol. 5, No. 1 | Pages 1-5 | Mar. 2019
  Minh Nguyen, Hoa Tran, Giang Tran, Truong Hoang Linh
• Wireless Power Transfer: A Survey of Techniques, and Applications on Communication Networks
  ICSES Transactions on Computer Networks and Communications
  Short Letter | Vol. 4, No. 4 | Pages 1-5 | Dec. 2018
  Minh Nguyen, Toan Nguyen Huy
• Massive MIMO: A Survey of Benefits and Challenges
  ICSES Transactions on Computer Hardware and Electrical Engineering
  Miscellaneous | Vol. 4, No. 4 | Pages 1-4 | Dec. 2018
  Minh Nguyen
• Advanced Flocking Control Algorithms in Mobile Sensor Networks
  ICSES Interdisciplinary Transactions on Cloud Computing, IoT, and Big Data
  Short Letter | Vol. 2, No. 4 | Pages 4-9 | Dec. 2018
  Minh Nguyen
• Compressed Sensing based Data Collection Algorithms in Wireless Ad-hoc/Mobile Sensor
  ICSES Transactions on Computer Networks and Communications
  Miscellaneous | Vol. 4, No. 3 | Pages 1-4 | Sep. 2018
  Minh Nguyen
• Wavelet-based Energy Efficient Data Collection Algorithm in Wireless Sensor Networks
  ICSES Transactions on Computer Networks and Communications
  Original Paper | Vol. 4, No. 2 | Pages 3-10 | Jun. 2018
  Minh Nguyen, Huyen Nguyen, Keith Teague

Highlights and Novelties

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1- New data collection algorithm for wireless sensor network utilizing Wavelet basic is proposed.

2- Power consumption for transmitting data in the networks is analyzed, formulated and simulated.

3- Simulation and analysis results are provided to clarify the formulas and results.

4- Suggestions for the networks for energy saving purposes are provided.

Manuscript Abstract

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Wireless sensor networks (WSNs) support many applications in different fields. Saving energy in such networks is always a critical issue that needs to be considered to prolong the network lifetime. Clustering in the networks is also considered as an energy saving routing method. In this paper, we propose a new data collection method, called WDC, in order to significantly reduce data transmitting among clustered networks for energy saving purpose. In the method, Wavelet basic is employed in each cluster to compress data to be sent to the base-station (BS). At the BS, all the sensing data can be reconstructed based on the compressed samples collected from clusters. We further analyze and formulate the total energy consumption for data transmitting between sensors in the networks and from the networks to the BS. Simulation results are provided to clarify our analysis and to suggest optimal cases for the network to consume the least power.

Keywords

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 Wireless sensor networks   data compression   clustering   energy consumption 

Copyright and Licence

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© Copyright was transferred to International Computer Science and Engineering Society (ICSES) by all the Authors.This manuscript is published in open-access manner based on the copyright licence of Creative Commons Attribution Non Commercial 4.0 International (CC BY-NC 4.0).

Cite this manuscript as

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Minh Nguyen, Huyen Nguyen, Keith Teague, "Wavelet-based Energy Efficient Data Collection Algorithm in Wireless Sensor Networks," ICSES Transactions on Computer Networks and Communications (ITCNC), vol. 4, no. 2, pp. 3-10, Jun. 2018.

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