The exhaustive list of topics in Continuous and Discrete Signal Processing in which we provide Help with Homework Assignment and Help with Project is as follows:
- Discrete Spectral Analysis
- Discrete-Time Feedback
- Statistical Signal Processing
- Sampling theorem
- Aliasing, quantization,
- Sampled data systems
- Cardinal (Whitaker) reconstruction
- Zero-, first-, second-order hold reconstructors
- Interpolators, non-resetting reconstructors
- Matched filtering
- Interpolation and decimation
- DFT and FT, the FFT and implementations (decimation in time and frequency)
- Radix-2 implementation
- Leakage, windowing
- Uses of the DFT: convolution — (overlap and add, select savings)
- Power spectral density (PSD) estimation
- Methods of smoothing the periodogram
- Welch's method
- Windowing the correlation function
- Autoregressive Moving Average (ARMA) methods
- Real-Time Computation
- Data converters (A/D, D/A),
- Real-Time Simulation Methods Using Difference Equations
- Butterworth, elliptic, Chebyshev low-pass filters
- Low-pass design methods based on continuous prototypes
- Conversion to high-pass, band-pass, band-stop filters
- Discrete-time filters: IIR and FIR
- Linear phase filters
- Frequency sampling filters
- Linear prediction, adaptive filters (LMS), recursive least-squares
- z transform, difference equations
- Relationship between F(z) and F*(jw)
- Mappings between s-domain and z-domain, inverse z transform
- Discrete–time stability
- Discrete-Time Signal Processing
- Filter Design — Continuous and Discrete
- Fourier Method
- Laplace transform
- Convolution
- Frequency/time domain processing
- Passive and active continuous filters
- Linear filter implementation using op-amps
- Impulse-, step-, ramp-invariant simulations
- Tustin's method
- Matched poles/zeros, bilinear transform methods
- Error analysis
- Sampling and Reconstruction