Wearable cardioverter defibrillator (WCD) system detecting QRS complexes in ECG signal by matched difference filter
In embodiments, a wearable cardioverter defibrillator (WCD) system includes electrodes that render an ECG signal of the patient, and a processor that receives ECG data are derived from the rendered ECG signal. The processor may filter the received ECG data with a matched difference filter to detect QRS complexes, and compute a heart rate from the detected QRS complexes. The matched difference filter itself can have coefficient values associated with a baseline QRS complex, which improves detection.
1. A wearable monitoring device, comprising:
a support structure configured to be worn by a patient;
electrodes configured to obtain an electrocardiogram (ECG) signal of the patient while the patient is wearing the support structure, wherein the electrodes are dry electrodes; and
a processor configured to:
process the ECG signal to detect a QRS complex in the ECG signal using an adaptive matched filter, wherein the adaptive matched filter is configured to detect the QRS complex in the ECG signal having noise caused by friction between the patient and the dry electrodes;
assess similarity between two or more QRS complexes in the ECG signal, and to provide an organization value based on the assessed similarity; and
compute a heart rate of the patient based at least in part on the detected QRS complex and the organization value.
2. The wearable monitoring device of claim 1 , further comprising:
a heart rate monitor to obtain the heart rate of the patient;
wherein the processor is configured to assess agreement between the computed heart rate and the heart rate obtained with the heart rate monitor, and to provide an agreement value based on the assessed agreement.
3. The wearable monitoring device of claim 2 , wherein the processor is configured to update a kernel of the adaptive matched filter when the agreement value is high or when the organization value is high.
4. The wearable monitoring device of claim 2 , wherein the processor is configured to update a kernel of the adaptive matched filter when both the agreement value and the organization value are high.
5. The wearable monitoring device of claim 1 , wherein the ECG signal is processed by the processor without taking a time derivative of the ECG signal.
6. The wearable monitoring device of claim 1 , wherein the processor is configured to take a time derivative of the ECG signal to process the ECG signal.
7. The wearable monitoring device of claim 1 , wherein the ECG signal passes through a series connected capacitor prior to being processed by the processor.
8. The wearable monitoring device of claim 1 , wherein the processor is configured to continuously process the ECG signal using the adaptive matched filter.
9. The wearable monitoring device of claim 1 , wherein the processor is configured to process segments of the ECG signal using the adaptive matched filter.
10. The wearable monitoring device of claim 1 , further comprising:
an energy storage module configured to store an electrical charge; and
a discharge circuit coupled to the energy storage module;
wherein the processor is further configured to:
determine based at least in part on the computed heart rate whether a shock criterion is met; and
responsive to the shock criterion being met, control the discharge circuit to discharge at least a portion of the stored electrical charge through the patient while the support structure is worn by the patient to deliver a shock to the patient.
11. A wearable monitoring device, comprising:
a support structure configured to be worn by a patient;
electrodes configured to obtain an electrocardiogram (ECG) signal of the patient while the patient is wearing the support structure, wherein the electrodes are dry electrodes; and
a processor configured to:
detect a QRS complex in the ECG signal by processing the ECG signal using a first filter and processing the ECG signal using a second filter, and detecting the QRS complex when both the first filter and the second filter output the QRS complex, wherein at least one of the first filter or the second filter is configured to detect the QRS complex in the ECG signal having noise caused by friction between the patient and the dry electrodes, and wherein the first filter is a matched convolution filter and the second filter is a matched difference filter; and
compute a heart rate of the patient based at least in part on the detected QRS complex.
12. The wearable monitoring device of claim 11 , wherein one of the first filter or the second filter is an adaptive matched filter.
13. The wearable monitoring device of claim 11 , wherein the processor is configured to process the ECG signal in segments.
14. The wearable monitoring device of claim 13 , wherein a successive segment at least partially overlaps a previous segment.
15. The wearable monitoring device of claim 11 , wherein the processor is configured to continuously process the ECG signal.
16. The wearable monitoring device of claim 11 , wherein the processor comprises a digital signal processor (DSP), and the first filter and the second filter comprise digital filters.
17. The wearable monitoring device of claim 11 , further comprising:
an energy storage module configured to store an electrical charge;
a discharge circuit coupled to the energy storage module;
wherein the processor is further configured to:
determine based at least in part on the computed heart rate whether a shock criterion is met; and
responsive to the shock criterion being met, control the discharge circuit to discharge at least a portion of the stored electrical charge through the patient while the support structure is worn by the patient to deliver a shock to the patient.
18. A wearable monitoring device, comprising:
a support structure configured to be worn by a patient;
electrodes configured to obtain an electrocardiogram (ECG) signal of the patient while the patient is wearing the support structure; and
a processor configured to:
process the ECG signal to detect a QRS complex in the ECG signal using an adaptive matched filter;
assess similarity between two or more QRS complexes in the ECG signal, and to provide an organization value based on the assessed similarity; and
compute a heart rate of the patient based at least in part on the detected QRS complex and the organization value.
19. The wearable monitoring device of claim 18 , further comprising:
a heart rate monitor to obtain the heart rate of the patient:
wherein the processor is configured to assess agreement between the computed heart rate and the heart rate obtained with the heart rate monitor, and to provide an agreement value based on the assessed agreement, and to update a kernel of the adaptive matched filter when the agreement value is high.
20. The wearable monitoring device of claim 18 , further comprising:
an energy storage module configured to store an electrical charge; and
a discharge circuit coupled to the energy storage module;
wherein the processor is further configured to:
determine based at least in part on the computed heart rate whether a shock criterion is met; and
responsive to the shock criterion being met, control the discharge circuit to discharge at least a portion of the stored electrical charge through the patient while the support structure is worn by the patient to deliver a shock to the patient.