EC449 Algorithms and Architectures for Signal Processing
Course Name:
EC449 Algorithms and Architectures for Signal Processing
Programme:
B.Tech (ECE)
Category:
Programme Specific Electives (PSE)
Credits (L-T-P):
(3-1-0) 4
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. LeeWenshun Tian, "Real‐Time Digital Signal Processing: Implementations and Applications",
2006 John Wiley & Sons, Ltd
Roger Woods, John McAllister, Gaye Lightbody, Ying Yi, “FPGA Based Implementation of Signal Processing
Systems”, John Wile, 2017
U. Meyer-Baese, “Digital Signal Processing with Field Programmable Gate Arrays”, 4th Ed. Springer, 2014
Department:
Electronics and Communication Engineering(ECE)