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ECG Fundamentals

What is ECG?

ECG (Electrocardiogram) is a method of recording the heart’s electrical activity. With each heartbeat, cardiac muscle cells generate small electrical signals that propagate through body tissues and can be detected on the skin with electrodes.

Why measure ECG?

Electrical signals can reflect:

  • ❤️ Heart rate: beats per minute
  • 📊 Rhythm: whether the heartbeat is regular
  • Conduction: how electrical signals travel through the heart
  • 🩺 Myocardial health: ischemia, infarction, etc.
  • 🔍 Arrhythmias: abnormal heartbeat patterns

ECG waveforms explained

A complete cardiac cycle includes these key waves:

         R
|
|
P | T
/\ | /\
___/ \__|__/ \___
QS

P wave

  • Meaning: atrial depolarization (electrical activity before atrial contraction)
  • Normal duration: 0.08–0.11 s
  • Clinical significance: reflects atrial function

QRS complex

  • Meaning: ventricular depolarization (electrical activity before ventricular contraction)
  • Normal duration: 0.06–0.10 s
  • Clinical significance: reflects ventricular function; largest amplitude on the ECG

QRS components:

  • Q wave: first downward deflection
  • R wave: first upward deflection (usually tallest)
  • S wave: first downward deflection after the R wave

T wave

  • Meaning: ventricular repolarization (electrical activity before ventricular relaxation)
  • Clinical significance: reflects myocardial perfusion

Important intervals

IntervalNormal rangeClinical meaning
PR interval0.12–0.20 sAV conduction time
QT interval0.36–0.44 stotal ventricular electrical activity
RR interval0.6–1.0 scardiac cycle (used to compute heart rate)

How to calculate heart rate

Method 1: RR interval

Heart rate (BPM) = 60 / RR interval (seconds)

Example: if RR interval is 0.8 s

Heart rate = 60 / 0.8 = 75 BPM

Method 2: count method

Heart rate (BPM) = (number of beats × 60) / recording duration (seconds)

Standard 12-lead system

ECG usually uses 12 leads to view cardiac electrical activity from different angles:

Limb leads (6)

  • Standard leads: I, II, III
  • Augmented leads: aVR, aVL, aVF

Precordial leads (6)

  • V1–V6: anterior, lateral, etc., from different positions

Common arrhythmias

1. Sinus rhythm (normal)

Features:
✅ Normal P-wave morphology, regular
✅ QRS follows every P wave
✅ Heart rate 60–100 BPM
✅ Regular RR intervals

2. Sinus tachycardia

Features:
⚡ Heart rate > 100 BPM
✅ Regular rhythm
📝 Common with exercise, stress, fever, etc.

3. Sinus bradycardia

Features:
🐌 Heart rate < 60 BPM
✅ Regular rhythm
📝 Common in athletes and during sleep

4. Atrial fibrillation (AF)

Features:
❌ No clear P waves
🌊 Irregular baseline (f waves)
❌ RR intervals absolutely irregular
⚠️ Requires medical attention

5. Premature ventricular contraction (PVC)

Features:
⚡ Early wide QRS complex
❌ Abnormal QRS morphology (duration > 0.12 s)
❌ No preceding P wave
📝 Occasional PVCs are common; frequent PVCs need follow-up

6. Premature atrial contraction (PAC)

Features:
⚡ Early QRS complex
✅ QRS morphology mostly normal
🔄 P-wave shape may differ from sinus
📝 Usually benign

ECG signal quality

High-quality signal

✅ Stable baseline, no drift
✅ Clear P, QRS, T waves
✅ No obvious power-line interference (50/60 Hz)
✅ No significant muscle artifact

Common artifacts

1. Baseline wander

Causes:
- Poor electrode contact
- Respiration
- Body movement

Mitigation:
- Ensure good skin contact
- Stay relaxed
- Use high-pass filtering (0.5–1 Hz)

2. Power-line interference (50/60 Hz)

Appearance: regular high-frequency ripple on the signal

Causes:
- AC mains coupling
- Poor equipment grounding

Mitigation:
- Check grounding
- Use notch filters
- Stay away from power cords and appliances

3. Muscle artifact

Appearance: irregular high-frequency noise

Causes:
- Muscle tension
- Shivering

Mitigation:
- Relax
- Keep the environment warm

Sampling parameters

Sampling rate

  • Definition: samples per second (Hz)
  • Common values:
    • 250 Hz: basic diagnostics
    • 500 Hz: standard clinical use (recommended)
    • 1000 Hz: high-precision research

Principle: per Nyquist, sampling rate should be at least twice the highest signal frequency.

Signal amplitude

  • Unit: mV
  • Typical range: −2 mV to +2 mV
  • R-wave amplitude: usually 0.5–2.5 mV

Gain

  • Standard gain: 10 mm/mV
  • Meaning: 1 mV corresponds to 10 mm vertical deflection on the display

Clinical use cases

1. Routine wellness monitoring

  • 💓 Heart rate monitoring
  • 📈 Heart rate variability (HRV)
  • 🏃 Exercise heart rate tracking

2. Screening

  • 🩺 Arrhythmia detection
  • ⚠️ Myocardial ischemia assessment
  • 🔍 Conduction abnormalities

3. Telemedicine

  • 📱 Mobile ECG monitoring
  • 🌐 Real-time data transfer
  • 👨‍⚕️ Remote specialist review

4. Research

  • 🧪 Cardiovascular drug studies
  • 📊 Stress and emotion analysis
  • 🎯 Personalized health management

Tips for using our products

Beginners

  1. 📖 Start with a single lead (e.g. lead II)
  2. 🎯 Focus on basics: rate and rhythm regularity
  3. 🔧 Use our visualization tools to view signals
  4. 📚 See our quick start guide

Advanced users

  1. 📊 Use multi-lead analysis for a fuller picture
  2. ⚙️ Call advanced APIs for detailed metrics
  3. 🧮 Combine HRV and other advanced indices
  4. 💡 Use our advanced API

Professional organizations

  1. 🏥 Integrate with existing clinical systems
  2. 🔒 Consider private deployment
  3. 📋 Meet healthcare data security standards
  4. 👥 Batch processing and analytics

Important notices

Medical advice
  • ⚕️ Our products provide signal analysis and reference information
  • 🚫 They do not replace professional medical diagnosis
  • 🩺 If you find abnormalities, seek medical care promptly
  • 📞 In emergencies, call emergency services immediately
Best practices
  • 📏 Keep measurement conditions consistent (time, posture, etc.)
  • 📊 Establish a personal baseline for comparison
  • 🔄 Measure regularly and watch trends
  • 💾 Keep raw data for later review

References

  1. Wagner GS. Marriott's Practical Electrocardiography. 12th Edition.
  2. American Heart Association. ECG Database and Guidelines.
  3. MIT-BIH Arrhythmia Database.
  4. PhysioNet – ECG research resources