Introduction to Digital Signal Processing (DSP)

1 Introduction to Digital Signal Processing (DSP) Elena Punskaya ~op205 Some material adapted from courses by Prof. Simon Godsill, Dr. Arnaud Doucet, Dr. Malcolm Macleod and Prof. Peter Rayner 2 Course Overview Topics: Fourier Transforms and Digital Filters 6 letures [me] Random signals, Optimal Filtering and Signal Modelling 6 lectures [Simon Godsill] Pattern recognition 4 lectures [Zoubin Ghahramani] Handouts: New: typos, please, e-mail ~op205 Feedback welcome Natural extension of 3F1 3 Books Books: Proakis and Manolakis, Digital Signal Processing 3rd edition, Prentice-Hall. Lyons, understanding Digital Signal Processing , 2nd edition, Prentice-Hall. (Amazon s top-selling for five straight years) Material covered maths (why is it difficult?) exams examples papers help 4 Digital : operating by the use of discrete signals to represent data in the form of numbers Signal : a parameter (electrical quantity or effect) that can be varied in such a way as to convey information Processing : a series operations performed according to programmed instructions changing or analysing information which is measured as discrete sequences of numbers What is Digital Signal Processing ?

3 Books Books: – J.G. Proakis and D.G. Manolakis, Digital Signal Processing 3rd edition, Prentice-Hall. – R.G Lyons, Understanding Digital Signal

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  Understanding, Processing, Signal, Digital, Digital signal processing, Understanding digital signal

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