Transformations for FIR and IIR Filters’ Design
V. N. Stavrou, Ioannis G. Tsoulos, Nikos E. Mastorakis
Abstract
In this paper, the transfer functions related to one-dimensional (1-D) and two-dimensional (2-D) filters have been theoretically and numerically investigated. The finite impulse response (FIR), as well as the infinite impulse response (IIR) are the main 2-D filters which have been investigated. More specifically, methods like the Windows method, the bilinear transformation method, the design of 2-D filters from appropriate 1-D functions and the design of 2-D filters using optimization techniques have been presented.
Topics & Concepts
Infinite impulse responseFinite impulse responseBilinear transformTransfer functionLinear filter2D FiltersMathematicsControl theory (sociology)Computer scienceTransformation (genetics)Digital filterAlgorithmFilter (signal processing)EngineeringElectrical engineeringComputer visionControl (management)ChemistryBiochemistryGeneArtificial intelligenceDigital Filter Design and ImplementationImage and Signal Denoising MethodsAdvanced Adaptive Filtering Techniques