DocumentCode :
47126
Title :
Microwave System for the Early Stage Detection of Congestive Heart Failure
Author :
Rezaeieh, S. Ahdi ; Bialkowski, K.S. ; Abbosh, A.M.
Author_Institution :
Sch. of Inf. Technol. & Electr. Eng., Univ. of Queensland, Brisbane, QLD, Australia
Volume :
2
fYear :
2014
fDate :
2014
Firstpage :
921
Lastpage :
929
Abstract :
Fluid accumulation inside the lungs, known as cardiac pulmonary edema, is one of the main early symptoms of congestive heart failure (CHF). That accumulation causes significant changes in the electrical properties of the lung tissues, which in turn can be detected using microwave techniques. To that end, the design and implementation of an automated ultrahigh-frequency microwave-based system for CHF detection and monitoring is presented. The hardware of the system consists of a wideband folded antenna attached to a fully automated vertical scanning platform, compact microwave transceiver, and laptop. The system includes software in the form of operational control, signal processing, and visualizing algorithms. To detect CHF, the system is designed to vertically scan the rear side of the human torso in a monostatic radar approach. The collected data from the scanning is then visualized in the time domain using the inverse Fourier transform. These images show the intensity of the reflected signals from different parts of the torso. Using a differential based detection technique, a threshold is defined to differentiate between healthy and unhealthy cases. This paper includes details of developing the automated platform, designing the antenna with the required properties imposed by the system, developing a signal processing algorithm, and introducing differential detection technique besides investigating miscellaneous probable CHF cases.
Keywords :
Fourier transforms; UHF devices; bioelectric phenomena; biological tissues; biomedical equipment; broadband antennas; cardiology; data acquisition; data visualisation; hardware-software codesign; image classification; laptop computers; lung; medical disorders; medical image processing; microwave imaging; time-domain analysis; transceivers; CHF detection; CHF monitoring; CHF symptoms; antenna design; automated ultrahigh-frequency microwave-based system; cardiac pulmonary edema; compact microwave transceiver; data collection; data visualization; differential based detection technique; early congestive heart failure stage detection; early congestive heart failure symptoms; electrical property detection; fully automated vertical scanning platform; hardware; human torso scan; inverse Fourier transform; laptop; lung fluid accumulation effect; lung tissue electrical properties; microwave system; microwave techniques; microwave-based system design; microwave-based system implementation; monostatic radar approach; operational control algorithms; reflected signal intensity; signal processing algorithms; software; time domain visualization; unhealthy case threshold definition; visualizing algorithms; wideband folded antenna; Biomedical image processing; Cardiac arrest; Fluids; Lungs; Microwave antennas; Microwave imaging; Microwave theory and techniques; Congestive heart failure; UHF antenna; microwave imaging; pulmonary edema;
fLanguage :
English
Journal_Title :
Access, IEEE
Publisher :
ieee
ISSN :
2169-3536
Type :
jour
DOI :
10.1109/ACCESS.2014.2352614
Filename :
6884768
Link To Document :
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