General Information:

Doctoral thesis

Level

Optimal Design of Digital Filters

Title

Mathematical Optimization for Signal Processing and Communication Networks

Specialty


Cover Page:

Optimal Design of Digital Filters

Outline:

INTRODUCTION Chapter 1 DIGITAL FILTERS BASICS Introduction Classification of filters Ideal filter Practical filter Digital filters FIR filters IIR filters FPGA overview The VHDL Xilinx system generator Conclusion Chapter 2 REVIEW OF TECHNIQUES FOR IIR FILTER DESIGN Introduction Infinite Impulse Response filter The classical methods for IIR filter design ANALOG FILTERS Converting analog filters to digital filters The Optimal methods for IIR filter design Conclusion Chapter 3 DESIGN ALGORITHMS AND CRITERIA Introduction Lp-Norm Method QUASI-NEWTON ALGORITHMS MINIMAX ALGORITHMS Crow search algorithm CSA CSA implementation for optimization Comparison of CSA with GA, PSO and HS Conclusion Chapter 4 RESULTS AND DISCUSSIONS Introduction Using CSA and Lp-norm to solve the optimization problem Simulation results The FPGA implementation Conclusion CONCLUSION


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