NDLI: Multi-level sample importance ranking based progressive transmission strategy for time series body sensor data

Content Provider	IEEE Xplore Digital Library
Author	Ming Li Yu Cao Prabhakaran, B.
Copyright Year	2015
Description	Author affiliation: Dept. of Comput. Sci., Univ. of Texas at Dallas, Richardson, TX, USA (Prabhakaran, B.) \|\| Dept. of Comput. Sci., California State Univ., Fresno, CA, USA (Ming Li) \|\| Dept. of Comput. Sci., Univ. of Massachusetts Lowell, Lowell, MA, USA (Yu Cao)
Abstract	Body sensors have gained increasing interest during the past several years. With more applications deployed, it is imperative to ensure the success of data analysis, which largely depends on data transmission reliability as well as the importance of samples received. Traditional approaches focus on improving data reliability through various schemes such as prioritization of MAC access. In this paper, we analyzed the characteristics of time series body sensor data and propose to rank sample importance based on a multi-level approach. With this approach, samples are grouped into five levels, indicating their importance with regard to data analysis. Then, a progressive transmission strategy is designed to transmit samples in order of their importance so that the overall received data quality is maximized. Preliminary simulation results indicate that as much as 40-60% bandwidth saving can be achieved while meeting the requirements of data analysis algorithms.
Starting Page	1
Ending Page	3
File Size	194190
Page Count	3
File Format	PDF
ISBN	9781479984619
DOI	10.1109/WoWMoM.2015.7158172
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-06-14
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Wireless sensor networks Data analysis data analysis Quality of service Bandwidth Body area networks Ad hoc networks body area networks sample packetization time series data Reliability
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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