January 2014: DSP Course
The course on Digital Signal Processing for Satellite communication, held by
Professor Colavolpe and
Dr. Andrea Modenini, will start on 27 January 2014.
Syllabus
Short introduction on the main results on detection theory.
MAP sequence detection and MAP symbol detection.
Modulation formats: Linear (PSK, QAM, QPSK) and continuous phase (CPM) modulations.
Laurent decomposition of CPMs. Detection of linear modulation and CPM. Reduced-complexity receivers for CPM.
Codes (with focus on decoding): Convolutional codes, block codes, turbo codes, LDPC. Viterbi and BCJR algorithm. Message-passing decoding of LDPC. LDPC mapped onto multidimensional constellations: iterative vs. non iterative demapping and decoding.
Detection in the presence of unknown parameters: synchronization. Data-aided, non-data-aided, decision directed, soft-decision-directed synchronization. Examples of algorithms for phase, frequency and timing synchronization. Bayesian estimation based on factor graphs.
Non linear satellite channels: effects of a TWTA, Volterra-series expansion, countemeasures (predistorters and detectors).
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