Radar-based noncontact sensing of life sign signals is often used in safety and rescue missions during disasters such as earthquakes and avalanches and for home care applications. The radar returns obtained from a human target contain the breathing frequency along with its strong higher harmonics depending on the target’s posture. As a consequence, well understood, computationally efficient, and the most popular traditional FFT-based estimators that rely only on the strongest peak for estimates of breathing rates may be inaccurate. The paper proposes a solution for correcting the estimation errors of such single peak-based algorithms. The proposed method is based on using harmonically related comb filters over a set of all possible breathing frequencies. The method is tested on three subjects for different postures, for different distances between the radar and the subject, and for two different radar platforms: PN-UWB and phase modulated-CW (PM-CW) radars. Simplified algorithms more suitable for real-time implementation have also been proposed and compared using accuracy and computational complexity. The proposed breathing rate estimation algorithms provide a reduction of about 81% and 80% in the mean absolute error of breathing rates in comparison to the traditional FFT-based methods using strongest peak detection, for PN-UWB and PM-CW radars, respectively.
from #AlexandrosSfakianakis via Alexandros G.Sfakianakis on Inoreader http://ift.tt/1QbIlw6
via IFTTT
Εγγραφή σε:
Σχόλια ανάρτησης (Atom)
Δημοφιλείς αναρτήσεις
-
We Are a Leadership Development Company. Harvard Business Publishing Corporate Learning partners with clients to create world-class leadersh...
-
Learning about your ELL families provides an important foundation for everything else you do at the school. Even basic information about stu...
-
An injection molding plant was in turmoil. Plant management wanted more equipment and plant space in order to meet production demands. But e...
-
Sample essay. The remainder of this essay writing tutorial is based on a short sample 'divorce essay' (about 1,000 words). To comple...
-
The thesis statement is that sentence or two in your text that contains the focus of your essay and tells your reader what the essay is goin...
-
We provide excellent essay writing service 24/7. Enjoy proficient essay writing and custom writing services provided by professional academi...
-
A personal statement, sometimes also called a professional profile or career summary. It should describe your best attributes and accomplish...
-
from #AlexandrosSfakianakis via Alexandros G.Sfakianakis on Inoreader http://ift.tt/2oeH3xc via IFTTT
-
Heilbroner on Who Predicted Socialism’s Demise . But what spokesman of the present generation has anticipated the demise of socialism or the...
Δεν υπάρχουν σχόλια:
Δημοσίευση σχολίου