Analog and digital signals. Analog to digital conversion. Digital to analog conversion. Sampling and signal reconstruction. Fast Fourier Transform (FFT and DFT) of complex and real data. Time and frequency-domain analysis. Linear filters: FIR and IIR filters, linear filter design techniques. LMS, RLS and Kalman filters. Optimal filtering. Signal detection, estimation and modulation methods. Matched filters and optimal estimation of signal parameters. Uppsampling, downsampling, rate conversion, poly-phase representation, filter banks. Complex envelopes, IQ channels, ambiguity functions. Beamforming and analyzing methods. Wiener Filters for filtering and prediction.
Signal processing application in telecommunication. Implementation of processing algorithms on a DSP-system.