Signal Processing Review
- Signals, Systems and Applications
- Amplification, distortion, and noise
- DSP Systems: ....from the 90s DSP Revolution to Software Radio
in 2000....
The Generic DSP System Introduction
- ADCs and DACs / Signal Conditioning
- Anti-alias and Reconstructions Filters
- Distortion, Quantisation Error and Noise o The Nyquist Sampling
Rate
- z-domain representation and transforms
Frequency Domain Analysis
- Periodic, aperiodic and random signals
- The DFT, FFT and Power Spectra
- Spectral Leakage and Data Windowing
- Modern spectral analysis
- Time/Frequency Representation
Digital Filtering
- FIR and IIR Digital Filters
- Digital Filter Design Parameters and methods
- All-pass, CIC, MA, ARMA, comb filters etc..
- Poles and zeroes and the Z-domain
- Bit true simulations
DSP Software/Hardware
- The Generic DSP Processor Architecture
- Application Specific Integrated Circuits
- DSP Design and Analysis Software
Signal (Audio) Source Coding
- Waveform speech coding (ADPCM etc)
- Speech model coding
- Linear prediction techniques (LPC, CELP etc)
- Transform coding
- Perceptual/Psychoacoustic Coding
|
DSP Audio/Baseband Processing
- Over-/under-sampling; Sigma delta ADC/ DACs
- Sample rate; decimation & interpolation
- Quantisation noise shaping
Adaptive DSP Algorithms
- Least squares (LS) and Least mean squares (LMS)
- Channel equalisation / Inverse system identification
- Echo Control for feedback suppression
- Acoustic echo control /noise control
- RLS, Kalman and QR algorithms
Computationally Efficient DSP
Linear Systems
- Uniform and Octave Subband filter banks
- Quadrature mirror filters
- Polyphase implementation
DSP Baseband Communications
- Information theory
- AM/FM/PM modulation; ASK/PSK/FSK Signalling
- Pulse shaping / Matched Filtering /Root Raised Cosine
- Data equalisation - LMS Decision Feedback Equaliser
- QPSK, QAM digital communications
- Bandpass sigma delta and fs/4 systems
- Error control and coding
DSP Software Enabled Radio
- Undersampling Strategies
- Direct Digital Downconversion (DDC)
- fs/4 based systems
- Bandpass sigma delta
- Efficient ASIC/FPGA Implementations
or how to do 20 billion multiplies and adds/second!
|