EC411N Algorithms and Architectures for Signal Processing
Course Name:
EC411N Algorithms and Architectures for Signal Processing
Programme:
B.Tech (ECE)
Category:
Programme Specific Electives (PSE)
Credits (L-T-P):
(3-0-0) 3
Content:
Representation of digital signal processing systems: block diagrams, signal flow graphs, data-flow graphs, dependence graphs; pipelining and parallel processing for high-speed and low power realizations; iteration bound, algorithms to compute iteration bound, retiming of data- flow graphs; unfolding transformation of data- flow graphs; systolic architecture design, architectures for real and complex fast Fourier transforms; stochastic logic based computing, computing digital filters, arithmetic functions and machine learning functions using stochastic computing; Neural Network architectures.
References:
K.K. Parhi, VLSI Digital signal processing systems: Design and implementation, John Wiley, 1999
Lars Wanhammar, DSP Integrated Circuits, Academic Press, 1999
Sen M. Kuo, Bob H. Lee, Wenshun Tian, "Real-Time Digital Signal Processing: Implementations and Applications", John Wiley & Sons, Ltd, 2006
Roger Woods, John McAllister, Gaye Lightbody, Ying Yi, “FPGA Based Implementation of Signal Processing Systems”, John Wiley, 2017
U. Meyer-Baese, “Digital Signal Processing with Field Programmable Gate Arrays”, 4th Ed. Springer, 2014
Department:
Electronics and Communication Engineering(ECE)