NDLI: RLNC-Aided Cooperative Compressed Sensing for Energy Efficient Vital Signal Telemonitoring

Content Provider	IEEE Xplore Digital Library
Author	Lalos, A.S. Antonopoulos, A. Kartsakli, E. Di Renzo, M. Tennina, S. Alonso, L. Verikoukis, C.
Copyright Year	2002
Abstract	Wireless body area networks (WBANs) are composed of sensors that either monitor and transmit vital signals or act as relays that forward the received data to a body node coordinator (BNC). In this paper, we introduce an energy efficient vital signal telemonitoring scheme, which exploits compressed sensing (CS) for low-complexity signal compression/reconstruction and distributed cooperation for reliable data transmission to the BNC. More specifically, we introduce a cooperative compressed sensing (CCS) approach, which increases the energy efficiency of WBANs by exploiting the benefits of random linear network coding (RLNC). We study the energy efficiency of RLNC and compare it with the store-and-forward (FW) protocol. Our mathematical analysis shows that the gain introduced by RLNC increases as the link failure rate increases, especially in practical scenarios with a limited number of relays. Furthermore, we propose a reconstruction algorithm that further enhances the benefits of RLNC by exploiting key characteristics of vital signals. With the aid of electrocardiographic (ECG) and electroencephalographic (EEG) data available in medical databases, extensive simulation results are illustrated, which validate our theoretical findings and show that the proposed recovery algorithm increases the energy efficiency of the body sensor nodes by 40% compared to conventional CS-based reconstruction methods.
Starting Page	3685
Ending Page	3699
Page Count	15
File Size	1969948
File Format	PDF
ISSN	15361276
Volume Number	14
Issue Number	7
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-01-01
Publisher Place	U.S.A.
Access Restriction	One Nation One Subscription (ONOS)
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Relays Protocols Wireless communication Sensors Wireless sensor networks Vectors Robustness cooperative communications Random linear network coding compressed sensing WBANs
Content Type	Text
Resource Type	Article
Subject	Applied Mathematics Electrical and Electronic Engineering Computer Science Applications

Sl.	Authority	Responsibilities	Communication Details
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
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

RLNC-Aided Cooperative Compressed Sensing for Energy Efficient Vital Signal Telemonitoring

RLNC-Aided Cooperative Compressed Sensing for Energy Efficient Vital Signal Telemonitoring

Energy-Efficient Distributed Data Storage for Wireless Sensor Networks Based on Compressed Sensing and Network Coding

Amplify-and-Forward Compressed Sensing as a Physical-Layer Secrecy Solution in Wireless Sensor Networks

Cooperative Compressed Sensing schemes for Telemonitoring of Vital Signals in WBANs

Reliable Cooperative Communications Based on Random Network Coding in Multi-Hop Relay WSNs

Cooperative Compressed Sensing schemes for Telemonitoring of Vital Signals in WBANs

Netcompress: Coupling network coding and compressed sensing for efficient data communication in wireless sensor networks

Compressed Network Coding for Distributed Storage in Wireless Sensor Networks

RLNC-Aided Cooperative Compressed Sensing for Energy Efficient Vital Signal Telemonitoring

Similar Documents

RLNC-Aided Cooperative Compressed Sensing for Energy Efficient Vital Signal Telemonitoring

RLNC-Aided Cooperative Compressed Sensing for Energy Efficient Vital Signal Telemonitoring

Energy-Efficient Distributed Data Storage for Wireless Sensor Networks Based on Compressed Sensing and Network Coding

Amplify-and-Forward Compressed Sensing as a Physical-Layer Secrecy Solution in Wireless Sensor Networks

Cooperative Compressed Sensing schemes for Telemonitoring of Vital Signals in WBANs

Reliable Cooperative Communications Based on Random Network Coding in Multi-Hop Relay WSNs

Cooperative Compressed Sensing schemes for Telemonitoring of Vital Signals in WBANs

Netcompress: Coupling network coding and compressed sensing for efficient data communication in wireless sensor networks

Compressed Network Coding for Distributed Storage in Wireless Sensor Networks

RLNC-Aided Cooperative Compressed Sensing for Energy Efficient Vital Signal Telemonitoring