Frequency-adaptive notch filter
View Patent ↗One apparatus includes a notch filter that has a state observer unit and a parameter adaptation unit. The state observer unit is configured to receive a sampled noisy electrical signal and a sampled filtered electrical signal, the state observer unit having an estimated noise signal output, the estimated noise signal output carrying an estimated noise signal to be subtracted from the sampled noisy electrical signal, resulting in the filtered electrical signal. The parameter adaptation unit is configured to receive the estimated noise signal and an error signal from the state observer unit. The parameter adaptation unit is also configured to determine, based on the estimated noise signal and the error signal, an updated estimated noise frequency, thereby causing the state observer unit to generate an updated estimated noise signal to be provided on the estimated noise signal output.
1. A method of adaptively detecting sinusoidal noise from an electrical signal, the method comprising:
receiving a noisy electrical signal having a periodic noise component and a filtered electrical signal component;
performing a frequency identification process on the sampled noisy electrical signal to determine an initial frequency for an estimated periodic noise signal, the frequency identification process selecting from among a plurality of discrete, predetermined frequencies; and
performing a frequency adaptation process on the sampled noisy electrical signal, the frequency adaptation process resulting in an updated estimated periodic noise signal to be subtracted from the sampled noisy electrical signal, thereby forming a filtered electrical signal.
2. The method of claim 1 , wherein the frequency identification process selects the baseline frequency from among a plurality of discrete frequencies based at least in part on a notch filter converging toward the selected frequency from an initial frequency.
3. The method of claim 2 , wherein the plurality of discrete frequencies includes a 50 Hz baseline frequency and a 60 Hz baseline frequency.
4. The method of claim 2 , wherein the initial frequency is about 55 Hz.
5. The method of claim 1 , wherein the frequency adaptation process determines the updated estimated periodic noise signal based on a variance from the baseline frequency.
6. The method of claim 1 , wherein the frequency adaptation process is selectively performed based on a logical output generated at least in part from a detected stability of the filtered electrical signal component.
7. The method of claim 1 , wherein receiving the noisy electrical signal comprises receiving an ECG signal having power line interference thereon.
8. The method of claim 1 , further comprising, prior to performing the frequency identification process or the frequency adaptation process, initializing a rate of adaptation.
9. The method of claim 1 , wherein performing the frequency adaptation process occurs after performing the frequency identification process.
10. An ECG machine comprising:
a controller;
one or more ECG sensor inputs communicatively connected to the controller;
a power signal electrically connected to the controller; and
a memory configured to store computer-executable instructions which, when executed using the controller, are configured to perform a method comprising:
receiving a noisy electrical signal at the controller from the one or more ECG sensor inputs, the noisy electrical signal having a periodic noise component occurring at least in part due to the power signal and a filtered electrical signal component;
performing a frequency identification process on the sampled noisy electrical signal to determine an initial frequency for an estimated periodic noise signal, the frequency identification process selecting from among a plurality of discrete, predetermined frequencies; and
performing a frequency adaptation process on the sampled noisy electrical signal, the frequency adaptation process resulting in an updated estimated periodic noise signal to be subtracted from the sampled noisy electrical signal, thereby forming a filtered electrical signal.
11. The ECG machine of claim 10 , wherein the frequency identification process and the frequency adaptation process are performed in a notch filter implemented within the controller, the notch filter including a state observer unit, a parameter adaptation unit, and a robustness enhancer unit.