Monitoring device for monitoring of vital signs

1. A method for monitoring of vital signs of a living organism using a monitoring device, wherein the method comprises:

receiving a first electrical activity of the living organism using at least two electrode pins;

sensing a pulse of the living organism using an optical sensor;

determining whether the first electrical activity is a clean ECG signal or a combination of an ECG signal and an EMG signal;

measuring a time-dependent accelerometer waveform and a time-dependent waveform of the first electrical activity concurrently;

computing a mean of the accelerometer waveform on a pre-defined time window;

removing the mean from the accelerometer waveform over the time window so as to create a residual accelerometer signal;

checking if a sum or a root mean square (RMS) of the residual accelerometer signal exceeds a pre-defined signal threshold; and

labeling the first electrical activity as the clean ECG signal when the sum or the RMS of the residual accelerometer signal does not exceed the pre-defined signal threshold and labeling the first electrical activity as the combination of the ECG signal and the EMG signal when the sum or the RMS of the residual accelerometer signal exceeds the pre-defined signal threshold.

2. The method of claim 1 , wherein the determining comprises:

based on determining that the first electrical activity is labelled as the combination of the ECG signal and the EMG signal, transforming the accelerometer and electrical activity waveforms into frequency domains;

removing frequency components of the transformed accelerometer waveform from frequency components of the first electrical activity;

constructing a second electrical activity after removing the frequency components into time domain, with the resulting signal labelled as the ECG signal; and

subtracting the ECG signal from the first electrical activity and labelling the resulting signal as the EMG signal.

3. The method of claim 1 , wherein the determining further comprises:

based on determining that the electrical activity is labelled as the combination of the ECG signal and the EMG signal, transforming the accelerometer and electrical activity waveforms into wavelet domains;

removing wavelet components of the transformed accelerometer signal from wavelet components of the first electrical activity;

constructing a second electrical activity after removing the wavelet components into time domain, with the resulting signal labelled as the ECG signal; and

subtracting the ECG signal from the first electrical activity and labelling the resulting signal as the EMG signal.

4. A method for monitoring of vital signs of a living organism using a monitoring device, wherein the method comprises:

receiving a first electrical activity of the living organism using at least two electrode pins;

sensing a pulse of the living organism using an optical sensor;

determining whether the first electrical activity is a clean ECG signal or a combination of an ECG signal and an EMG signal;

measuring a time-dependent accelerometer waveform and a time-dependent waveform of the first electrical activity concurrently;

computing a mean of the accelerometer waveform on a pre-defined time window;

removing the mean from the accelerometer waveform over the time window so as to create a residual accelerometer signal;

determining a power spectrum of the residual accelerometer signal;

checking if a maximum amplitude of the power spectrum at any frequency exceeds a pre-defined power threshold; and

labeling the first electrical activity as the clean ECG signal when the maximum amplitude does not exceed the pre-defined power threshold and labeling the first electrical activity as the combination of the ECG signal and the EMG signal when the maximum amplitude exceeds the pre-defined power threshold.

5. The method according to claim 4 , wherein the determining comprises:

based on determining that the first electrical activity is labelled as the combination of the ECG signal and the EMG signal, transforming the accelerometer and electrical activity waveforms into frequency domains;

removing frequency components of the transformed accelerometer waveform from frequency components of the first electrical activity;

constructing a second electrical activity after removing the frequency components into time domain, with the resulting signal labelled as the ECG signal; and

subtracting the ECG signal from the first electrical activity and labelling the resulting signal as the EMG signal.

6. The method according to claim 4 , wherein the determining comprises:

based on determining that the electrical activity is labelled as the combination of the ECG signal and the EMG signal, transforming the accelerometer and electrical activity waveforms into wavelet domains;

removing wavelet components of the transformed accelerometer signal from wavelet components of the first electrical activity;

constructing a second electrical activity after removing the wavelet components into time domain, with the resulting signal labelled as the ECG signal; and

subtracting the ECG signal from the first electrical activity and labelling the resulting signal as the EMG signal.

7. A method for monitoring of vital signs of a living organism using a monitoring device, wherein the method comprises:

receiving a first electrical activity of the living organism using at least two electrode pins;

sensing a pulse of the living organism using an optical sensor;

computing a heart rate in a rate time window from the first electrical activity;

computing a pulse rate from the pulse sensed by the optical sensor in the rate time window;

obtaining a position of a placement of the monitoring device on the body, wherein the position has one of the position values “arm” or “wrist” or “chest”;

discarding the first electrical activity as noisy when the computed heart rate does not match the computed pulse rate and when the position of the monitoring device on the body has the position value “arm” or “wrist”; and

discarding the pulse as noisy when the computed heart rate does not match the computed pulse rate and when the position of the monitoring device on the body has the position value “chest”.

8. A method for monitoring of vital signs of a living organism using a monitoring device, wherein the method comprises:

receiving a first electrical activity of the living organism using at least two electrode pins;

sensing a pulse of the living organism using an optical sensor;

determining a Pulse Travel Time (PTT) based on the first electrical activity and the pulse; and

checking whether the PTT is noisy, wherein the PTT computed over a PTT-window of measurement is discarded as noisy when an EMG signal is present, when the heart rate does not match to the pulse rate, or when noise is present in either an ECG signal or the pulse.