Digital Signal Processing Techniques and Applications: A Full-Color Slide Presentation of a Concise Course

Digital signal processors have become indispensable in many engineering disciplines, including electronics, computer, communications, sensing, imaging, and biomedical engineering. They form the workhorse of media processing, allowing the streaming and storage of high-quality digital audio and video. Using over 220 informative slides, this course will cover the spectral analysis of discrete-time signals and systems, sampling, IIR/FIR/resampling/adaptive digital filter design and implementation, filter circuits, polyphase filter banks, discrete Fourier and cosine transforms, FFT algorithms, subband coding, noise cancellation, delta-sigma modulators and quantization noise shaping, and pipelined FFT Implementation using FPGA. A practical understanding of the mathematical basis of signal processing is developed through design examples, applications, and Matlab demonstrations. The course is geared toward interested hardware and software engineers, and scientists who need to know the fundamental techniques used in the rapidly expanding field of digital signal processing.Learning OutcomesDiscrete-time LTI Systems and Discrete ConvolutionSampling, Quantization, Anti-Aliasing, and Multi-Rate Signal ProcessingZ-transform and Digital FilteringDiscrete Fourier Transforms and FFTIIR, FIR, Resampling, Adaptive Filers, Polyphase and Subband Filter BanksLeast Mean Square (LMS) Noise CancellationDSP Hardware and SoftwareDelta-Sigma Modulators and Quantization Noise ShapingAbout the AuthorThe author has published several books and many scientific research papers on video coding and streaming. He has developed 6 U.S. video patents that were licensed to industry and received the National Association of Broadcasters Technology Innovation Award for demonstrations of advanced media technologies. He has also conducted many custom video courses for Comcast/NBC, Qualcomm, Motorola Solutions, universities, and the IEEE, and has served as an expert witness on cable TV and video streaming. Read more