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Indicative contents
The typical proportion of class
content time is shown in brackets
- AN OVER VIEW OF DSP CONCEPTS (10%)
1. Fourier Transforms, Fast Fourier Transforms, Finite Impulse
Response filters, Infinite Impulse Response filters: Filter
realizations of DSP applications, demands and scaled CMOS
Technologies.
- DATA FLOW GRAPH REPRESENTATION OF DSP ALGORITHM (15%)
Loop bound and iteration bound. Algorithms for computing iteration
bound. Pipelining FIR filters. Parallel processing, Pipelining and
parallel processing for low power.
- ALGORITHMS FOR FAST CONVOLUTION (20%)
Algorithmic strength reduction in filters and transforms: Parallel
FIR filters, DFT and Inverse DFT, DCT and Inverse DCT, Parallel
architectures for rank order System Modelling
Fundamentals of modelling using transfer function approach.
Modelling of Suspension System, Power steering System, Fuel
injection system and Antilock braking system. Filters.
- PIPELINED AND PARALLEL RECURSIVE AND ADAPTIVE FILTERS
(30%)
4. Pipeline interleaving in digital filters, Basics of HR Filters,
Pipelining in first order HR digital filters, Pipelining in higher
order HR digital filters, Parallel processing for HR filters.
Combined pipe lining and parallel processing for HR filters. Low
power HR filter design using pipelining and parallel processing.
Pipelined adaptive digital filters.
- SCALING AND ROUND OFF NOISE AND ITS COMPUTATION (25%)
State variable description of digital filters, round off noise in
PIPELINED HR filters, round off noise computation using state
variable description. Digital basic lattice filters, pipelining of
lattice HR filters, low power CMOS lattice HR filters
Recommended reading
-
http://www.ece.cmu.edu/~rms
- www.ti.com
- http://www.eg3.com/dsp
- http://www.cl.cam.ac.uk
-
http://noodle.med.yale.edu/
- Laboratory
Hardware Required: PCs, FPGA Boards
Software Required:MATLAB, Mentor Graphics Tools, Xilinx Tools
Software Manuals: MATLAB User Manual, Mentor Graphics user
manual, XiLinx user manual
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