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Active Filter
An electronic filter that uses active components (e.g., op-amps) to shape frequency response and can provide signal gain.
Passive Filter
A filter built only from resistors, capacitors, and inductors; it cannot amplify the input signal.
EEG (Electroencephalography)
A technique that records the brain’s electrical activity from the scalp.
PPG (Photoplethysmography)
An optical method that measures blood-volume changes in skin tissue using light absorption.
High-Frequency ECG
ECG signal components above ~100 Hz used to detect subtle cardiac changes.
Medical Device Class I
Lowest-risk FDA class; general controls are sufficient for safety and effectiveness.
Medical Device Class II
Moderate-risk devices requiring special controls in addition to general controls.
Medical Device Class III
Highest-risk devices; require pre-market approval and extensive evidence of safety.
Analog-to-Digital Converter (ADC)
Circuit that transforms a continuous analog signal into a discrete digital representation.
Food and Drug Administration (FDA)
U.S. authority that regulates food, drugs, and medical devices for safety and efficacy.
Flash ADC
Ultra-fast ADC that compares the input simultaneously against 2ⁿ – 1 reference levels.
Comparator
Device that outputs a digital level indicating whether an analog input exceeds a reference voltage.
Eindhoven’s Triangle
Triangle formed by ECG limb leads I, II, and III for assessing the heart’s electrical axis.
Direct Measurement
Technique that senses the desired physical quantity itself.
Indirect Measurement
Technique that measures a related variable and computes the desired quantity.
Augmented Leads
ECG limb leads aVR, aVL, and aVF that amplify voltage from one limb relative to the others.
Typical ECG Amplitude
Approximate peak-to-peak value of 1 mV in a normal adult ECG.
Atrial Fibrillation Indicator
Absence of P-waves and irregular RR intervals with fine f-waves on an ECG.
Common-Mode Rejection Ratio (CMRR)
A measure of an amplifier’s ability to reject signals common to both inputs; higher is better.
P-Wave
ECG waveform segment representing atrial depolarization.
Piezoelectric Sensor
Transducer that converts mechanical stress into an electric charge via the piezoelectric effect.
Sample-and-Hold Circuit
Circuit that captures an analog voltage and maintains it steady for accurate ADC conversion.
Implantable Loop Recorder
Subcutaneous device that continuously monitors and stores long-term cardiac rhythm.
SAR ADC
Successive-Approximation Register converter that resolves bits sequentially from MSB to LSB.
Delta-Sigma ADC
High-resolution ADC that oversamples and noise-shapes the input before digital decimation.
ECG Noise Sources
Interference from muscle activity, power-line hum, motion artifacts, poor electrode contact, grounding issues, and EMI.
EMG (Electromyography)
Measurement of electrical activity produced by skeletal muscles.
Delta Waves (EEG)
0.5–4 Hz brain waves dominant in deep sleep and some pathologic awake states.
Theta Waves (EEG)
4–8 Hz waves associated with light sleep and relaxation.
Alpha Waves (EEG)
8–13 Hz rhythm seen during relaxed, eyes-closed wakefulness.
Beta Waves (EEG)
13–30 Hz waves linked to active thinking and alertness.
Baseline Wander
Low-frequency drift in ECG caused by respiration or motion.
IIR Filter
Infinite-Impulse-Response filter with feedback paths; efficient but may be unstable.
FIR Filter
Finite-Impulse-Response filter with strictly feed-forward paths; always stable and can provide linear phase.
Notch Filter
Very narrow band-stop filter designed to suppress a single frequency, e.g., 50/60 Hz mains hum.
Nyquist Criterion
Requirement that sampling rate be at least twice the highest signal frequency to avoid aliasing.
Aliasing
Distortion that causes high-frequency components to appear as lower frequencies when sampled too slowly.
Instrumentation Amplifier
Precision differential amplifier with high input impedance and high CMRR, ideal for biopotential signals.
Differential Amplifier
Circuit that amplifies the voltage difference between two inputs while rejecting common signals.
Gain
Ratio by which an amplifier increases signal amplitude.
Signal-to-Noise Ratio (SNR)
Measure comparing desired signal power to background noise power; higher values indicate clearer signals.
Bioimpedance
Electrical impedance of biological tissue, used for body composition and fluid status assessment.
Galvanic Skin Response (GSR)
Variation in skin conductance reflecting sweat gland activity and emotional arousal.
Spirometer
Device that measures lung volumes and airflow to assess pulmonary function.
Electrode Impedance
Total opposition an electrode presents to current flow; low values improve signal quality.
Ag/AgCl Electrode
Silver/silver-chloride electrode widely used for biopotential recording due to stability and low noise.
Artifact (Physiological Signal)
Any undesired component in a biosignal not originating from the target physiology.
Calibration
Adjustment process ensuring an instrument’s output matches known reference values.
Inv asive Measurement
Technique requiring entry into the body, such as catheterization.
Non-Invasive Measurement
Technique performed outside the body, e.g., ECG or pulse oximetry.
BF Device
Body-floating medical device safe for general patient contact but not directly with the heart.
CF Device
Cardiac-floating device designed to be safe even when connected directly to the heart.
Sampling Rate
Number of samples taken per second from an analog signal, expressed in hertz (Hz).
Transducer
Device that converts one form of energy (e.g., pressure) into an electrical signal.
Opto-Isolator
Component that electrically isolates two circuits using light to transfer signals, enhancing patient safety.
Electrode Potential
DC voltage generated at the electrode–electrolyte interface due to chemical reactions.
Thermistor
Temperature sensor whose resistance changes predictably with temperature; NTC types decrease resistance as temperature rises.
Capacitive Respiration Measurement
Technique that tracks chest expansion by detecting capacitance changes between electrodes.
Impedance Spectroscopy
Measurement of tissue impedance over a range of frequencies to characterize its electrical properties.
Hall Sensor
Device that converts a magnetic field into a proportional electrical signal, used for flow or position sensing.
Lead-Off Detection
System that identifies when an electrode becomes detached from the patient.
Active Electrode
Electrode that integrates a pre-amplifier at the sensing site to reduce noise pickup.