DocumentCode :
266220
Title :
Cooperative compressed sensing schemes for telemonitoring of vital signals in WBANs
Author :
Lalos, Aris S. ; Kartsakli, Elli ; Antonopoulos, Angelos ; Termina, Stefano ; Di Renzo, Marco ; Alonso, Luis ; Verikoukis, Christos
Author_Institution :
Dept. of Signal Theor. & Commun. (TSC), Tech. Univ. of Catalonia, Barcelona, Spain
fYear :
2014
fDate :
8-12 Dec. 2014
Firstpage :
2387
Lastpage :
2392
Abstract :
Wireless Body Area Networks (WBANs) are composed of various sensors that either monitor and transmit real time vital signals or act as relays that forward the received data packets to a nearby Body Node Coordinator (BNC). The design of an accurate and energy efficient wireless telemonitoring system can be achieved by: i) minimizing the amount of data that should be transmitted for an accurate reconstruction at the BNC, and ii) increasing the robustness of the telemonitoring system to link failures due to the nature of wireless medium. To this end, we present a novel Compressed Sensing (CS) based telemonitoring scheme, called Cooperative Compressed Sensing (CCS), that exploits the benefits of Random Linear Network Coding (RLNC) along with key characteristics of the transmitted biosignals in order to achieve an energy efficient signal reconstruction at the BNC. Simulation studies, carried out with real electrocardiographic (ECG) data, show the benefits of: i) employing RLNC, compared to the case where relays simply store and forward the original data packets, and ii) applying the proposed CCS scheme, compared to traditional CS recovery approaches.
Keywords :
body area networks; body sensor networks; compressed sensing; cooperative communication; data communication; electrocardiography; linear codes; medical signal processing; network coding; radio links; random codes; relay networks (telecommunication); signal reconstruction; telecommunication network reliability; BNC; CS scheme; ECG data; RLNC; WBAN sensor node; biosignal transmission; body node coordinator; cooperative compressed sensing scheme; data packet; electrocardiographic data; energy efficient signal reconstruction; link failure; random linear network coding; vital signal telemonitoring; wireless body area network relay; wireless telemonitoring system robustness; Correlation; Electrocardiography; Relays; Sensors; Vectors; Wireless communication; Wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Global Communications Conference (GLOBECOM), 2014 IEEE
Conference_Location :
Austin, TX
Type :
conf
DOI :
10.1109/GLOCOM.2014.7037165
Filename :
7037165
Link To Document :
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