Packet loss and compensation of Wi-Fi-based wireless sensor networks

Yan Yu; Feng Han; Yuequan Bao; Jinping Ou

doi:10.1117/12.2083765

Packet loss and compensation of Wi-Fi-based wireless sensor networks

Yan Yu
, Feng Han
, Yuequan Bao
, Jinping Ou

Dalian University of Technology
School of Civil Engineering, Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

In wireless data transmissions processes, the problem of packet loss become an important factor that affects the robustness of wireless data transmission. In order to solve the problem, the compressive sensing (CS) based wireless data transmission approach is proposed in this paper. The specific steps that use the CS approach to reconstruct lost data are as follows: The first step is to encode the original data in a random sampling matrix. Then the original data and the encoded data are sent to the receiving side through the wireless transmission. After the data is received, if there are packets lost, it can be reconstructed by CS approach. The reconstructed data are able to compensate for the incomplete original data in a certain range. In this paper, a wireless sensor network (WSN) based on Wi-Fi is developed for verifying the effectiveness and feasibility of the CS approach. The WSN consists of small nodes with sensors, base stations, PC client. Experimental results show that the wireless sensor network is working properly and steady. Moreover, the CS approach could compensate for the packet loss effectively, and increase the robustness and the speed of wireless transmission greatly.

Original language	English
Title of host publication	Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2015
Editors	Hoon Sohn, Kon-Well Wang, Jerome P. Lynch
Publisher	SPIE
ISBN (Electronic)	9781628415384
DOIs	https://doi.org/10.1117/12.2083765
State	Published - 2015
Externally published	Yes
Event	Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2015 - San Diego, United States Duration: 9 Mar 2015 → 12 Mar 2015

Publication series

Name	Proceedings of SPIE - The International Society for Optical Engineering
Volume	9435
ISSN (Print)	0277-786X
ISSN (Electronic)	1996-756X

Conference

Conference	Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2015
Country/Territory	United States
City	San Diego
Period	9/03/15 → 12/03/15

Keywords

Compressive Sensing (CS)
Packet Loss And Compensation
Wi-Fi
Wireless Sensor Networks (WSN)

Access to Document

10.1117/12.2083765

Cite this

Yu, Y., Han, F., Bao, Y., & Ou, J. (2015). Packet loss and compensation of Wi-Fi-based wireless sensor networks. In H. Sohn, K.-W. Wang, & J. P. Lynch (Eds.), Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2015 Article 94351G (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 9435). SPIE. https://doi.org/10.1117/12.2083765

@inproceedings{94ea315033174488bc374fda5f49a750,

title = "Packet loss and compensation of Wi-Fi-based wireless sensor networks",

abstract = "In wireless data transmissions processes, the problem of packet loss become an important factor that affects the robustness of wireless data transmission. In order to solve the problem, the compressive sensing (CS) based wireless data transmission approach is proposed in this paper. The specific steps that use the CS approach to reconstruct lost data are as follows: The first step is to encode the original data in a random sampling matrix. Then the original data and the encoded data are sent to the receiving side through the wireless transmission. After the data is received, if there are packets lost, it can be reconstructed by CS approach. The reconstructed data are able to compensate for the incomplete original data in a certain range. In this paper, a wireless sensor network (WSN) based on Wi-Fi is developed for verifying the effectiveness and feasibility of the CS approach. The WSN consists of small nodes with sensors, base stations, PC client. Experimental results show that the wireless sensor network is working properly and steady. Moreover, the CS approach could compensate for the packet loss effectively, and increase the robustness and the speed of wireless transmission greatly.",

keywords = "Compressive Sensing (CS), Packet Loss And Compensation, Wi-Fi, Wireless Sensor Networks (WSN)",

author = "Yan Yu and Feng Han and Yuequan Bao and Jinping Ou",

note = "Publisher Copyright: {\textcopyright} 2015 SPIE.; Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2015 ; Conference date: 09-03-2015 Through 12-03-2015",

year = "2015",

doi = "10.1117/12.2083765",

language = "英语",

series = "Proceedings of SPIE - The International Society for Optical Engineering",

publisher = "SPIE",

editor = "Hoon Sohn and Kon-Well Wang and Lynch, \{Jerome P.\}",

booktitle = "Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2015",

address = "美国",

}

Yu, Y, Han, F, Bao, Y & Ou, J 2015, Packet loss and compensation of Wi-Fi-based wireless sensor networks. in H Sohn, K-W Wang & JP Lynch (eds), Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2015., 94351G, Proceedings of SPIE - The International Society for Optical Engineering, vol. 9435, SPIE, Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2015, San Diego, United States, 9/03/15. https://doi.org/10.1117/12.2083765

Packet loss and compensation of Wi-Fi-based wireless sensor networks. / Yu, Yan; Han, Feng; Bao, Yuequan et al.
Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2015. ed. / Hoon Sohn; Kon-Well Wang; Jerome P. Lynch. SPIE, 2015. 94351G (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 9435).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Packet loss and compensation of Wi-Fi-based wireless sensor networks

AU - Yu, Yan

AU - Han, Feng

AU - Bao, Yuequan

AU - Ou, Jinping

PY - 2015

Y1 - 2015

N2 - In wireless data transmissions processes, the problem of packet loss become an important factor that affects the robustness of wireless data transmission. In order to solve the problem, the compressive sensing (CS) based wireless data transmission approach is proposed in this paper. The specific steps that use the CS approach to reconstruct lost data are as follows: The first step is to encode the original data in a random sampling matrix. Then the original data and the encoded data are sent to the receiving side through the wireless transmission. After the data is received, if there are packets lost, it can be reconstructed by CS approach. The reconstructed data are able to compensate for the incomplete original data in a certain range. In this paper, a wireless sensor network (WSN) based on Wi-Fi is developed for verifying the effectiveness and feasibility of the CS approach. The WSN consists of small nodes with sensors, base stations, PC client. Experimental results show that the wireless sensor network is working properly and steady. Moreover, the CS approach could compensate for the packet loss effectively, and increase the robustness and the speed of wireless transmission greatly.

AB - In wireless data transmissions processes, the problem of packet loss become an important factor that affects the robustness of wireless data transmission. In order to solve the problem, the compressive sensing (CS) based wireless data transmission approach is proposed in this paper. The specific steps that use the CS approach to reconstruct lost data are as follows: The first step is to encode the original data in a random sampling matrix. Then the original data and the encoded data are sent to the receiving side through the wireless transmission. After the data is received, if there are packets lost, it can be reconstructed by CS approach. The reconstructed data are able to compensate for the incomplete original data in a certain range. In this paper, a wireless sensor network (WSN) based on Wi-Fi is developed for verifying the effectiveness and feasibility of the CS approach. The WSN consists of small nodes with sensors, base stations, PC client. Experimental results show that the wireless sensor network is working properly and steady. Moreover, the CS approach could compensate for the packet loss effectively, and increase the robustness and the speed of wireless transmission greatly.

KW - Compressive Sensing (CS)

KW - Packet Loss And Compensation

KW - Wi-Fi

KW - Wireless Sensor Networks (WSN)

UR - https://www.scopus.com/pages/publications/84943378046

U2 - 10.1117/12.2083765

DO - 10.1117/12.2083765

M3 - 会议稿件

AN - SCOPUS:84943378046

T3 - Proceedings of SPIE - The International Society for Optical Engineering

BT - Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2015

A2 - Sohn, Hoon

A2 - Wang, Kon-Well

A2 - Lynch, Jerome P.

PB - SPIE

T2 - Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2015

Y2 - 9 March 2015 through 12 March 2015

ER -

Packet loss and compensation of Wi-Fi-based wireless sensor networks

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this