Compressed Sensing based Data Collection Algorithms in Wireless Ad-hoc/Mobile Sensor | Miscellaneous

Editors' Choice

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- The paper briefly review data collection methods utilizing compressed sensing.

2- The paper shows how compressed sensing techniques are applied into the sensor networks.

3- The author points out some interesting topics to expand the field of applying compressed sensing into the networks.

Manuscript Abstract

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This paper briefly reviews data collection methods in both wireless sensor networks and mobile sensor networks for energy saving purposes. The emerging techniques to process data transmitting in the networks, compressed sensing (CS), are introduced to be able to apply for sensing applications. The CS techniques offer to sample the sensing data and use a small certain number of measurement to reconstruct all data from the networks that need to be observed. This significantly reduce data transmission in the networks. More important, the paper points out interesting topics to be exploited not only for research work but also for real systems. There are many ways to integrate CS into a system or a network for sampling data. CS reconstruction can be applied easily based on the sensing data correlation, sensor positions, mapping sensors, sensor collaboration, sensor mobility, data routing, etc. In each topic, the paper suggests optimal points for the networks to consume the least power that either prolong the network lifetime or reduce the cost.

Keywords

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 Wireless sensor networks   mobile adhoc networks   compressed sensing   data routing   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, "Compressed Sensing based Data Collection Algorithms in Wireless Ad-hoc/Mobile Sensor ," ICSES Transactions on Computer Networks and Communications (ITCNC), vol. 4, no. 3, pp. 1-4, Sep. 2018.

For External Scientific Databeses

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