STEM / applied
Signals & systems · Undergraduate · Engineering
Topics
Applications in communications and control
- AM/FM modulation concepts at block-diagram level
- Filtering for noise rejection and channel separation
- Feedback loop analysis using frequency response
- MATLAB/Python for signal processing labs
- Audio and image signal processing examples
- Digital filter design: cutoff and ripple trade-offs
- Windowing for spectral leakage control
- Correlation and matched filtering intro
- State-space realization from transfer functions
- Lab: oscilloscope, spectrum analyzer, and filter demos
Advanced topics survey
- Multirate signal processing and decimation
- Wavelets and time-frequency analysis (overview)
- Adaptive filters and LMS algorithm intro
- Random signals: autocorrelation and power spectral density
- LTI systems driven by noise and SNR
- Control system bandwidth from Bode plots
- Biomedical signals: ECG and EEG feature extraction
- Radar and sonar pulse compression (conceptual)
- Hardware: ADC/DAC resolution and quantization noise
- Capstone: design a digital filter for a sensor signal
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$60.00 · 60 min · Undergraduate · Online ($60/hr)
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