A novel approach for fault detection, classification, and localization has been presented in Fathabadi (2016) using a two-stage finite impulse response (FIR) filter along with four SVMs to detect and classify faults. The work presented is also capable to locate the fault using eleven SVRs. Th...
We developed multi-task deep learning algorithms to automatically segment skin areas and to estimate vital signs only when the infant was present in the field of view of the video camera and no clinical interventions were undertaken. We propose signal quality assessment algorithms for both heart ...
MATLAB source of core functions and supporting files test test script and functions GUI GUI applications doc Technical documents and links to multimedia audioToolbox Real-time and interactive tool for acoustic impulse response measurement developed using Audio System Toolbox and App Designer. (Standalone...
The resulting spikes were sorted using OpenSorter (Tucker-Davis Technologies, Alachua, FL) and exported to MATLAB 2014a (Mathworks, Natick, MA) for further analysis. Signal-to-noise ratio (SNR) was defined as the peak spike amplitude of the mean waveform for each sorted unit divided by ...
1c) from which a Photoplethysmogram (PPG) signal is recorded and estimates of heart rate and \(Sp{O}_{2}\) are computed. Respiratory rate is often computed from the Impedance Pneumography (IP) waveform, obtained by measuring changes in the electrical impedance of the patient’s thorax ...
6.1. Signal ProcessingAs introduced in Unit 6, signal processing is an enabling technology that encompasses the fundamental theory, applications, algorithms, and implementations of processing and transferring information. This information is contained in many different physical, symbolic, or abstract formats...
It achieves a Mean Absolute Error (MAE) and Root Mean Squared Error (RMSE) in the range of 0.29–0.52 and 0.39–0.73, respectively, rendering it a fast and accurate way to assess the received signal inside the receiver of the UWOC system. Consequently, it becomes a core component in the...
digital filter; FPGA; finite impulse response; FIR; infinite impulse response; IIR; IR detector; digital signal processing; DSP; IR detection module1. Introduction Field-programmable gate array (FPGA) devices have become a popular and effective platform for digital signal processing (DSP) ...