Bachelor's Thesis on System Identification using Matlab
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Updated
Jun 3, 2020 - MATLAB
Bachelor's Thesis on System Identification using Matlab
The Inclined Planes System Optimization (IPO) algorithm is recent algorithm that uses Newton’s second law to perform optimization. After conducting a thorough literature review, this paper proposes an improved version of IPO called IIPO. This improvement is achieved by changing exploratory and exploitative behavior of the standard IPO proportion…
With the aim of create a powerful trade-off between the concepts of exploitation and exploration, and rectify the complexity of their structural parameters in the standard IPO, a modified version of IPO (called MIPO) is introduced as an efficient optimization algorithm for digital infinite-impulse-response (IIR) filters model identification. The…
Design and modeling of adaptive IIR filtering systems using a weighted sum - variable length particle swarm optimization
System identification toolbox for GNU Octave and MATLAB
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