Swarm and evolutionary computing algorithms for system identification and filter design: A comprehensive review
An exhaustive review on the use of structured stochastic search approaches towards system
identification and digital filter design is presented in this paper. In particular, the paper …
identification and digital filter design is presented in this paper. In particular, the paper …
[HTML][HTML] Enhancing IIR system identification: Harnessing the synergy of gazelle optimization and simulated annealing algorithms
In the field of digital filter design and system identification, accurately modeling Infinite
Impulse Response (IIR) systems is of utmost importance. This paper introduces a new …
Impulse Response (IIR) systems is of utmost importance. This paper introduces a new …
Design of digital IIR filter: A research survey
This paper presents an overview on advancement made in designing of a digital infinite
impulse response (IIR) filter. The design problem of an IIR filter was found to be challenging …
impulse response (IIR) filter. The design problem of an IIR filter was found to be challenging …
[HTML][HTML] An improved artificial rabbits optimization for accurate and efficient infinite impulse response system identification
Abstract Identifying models with Infinite Impulse Response (IIR) is crucial in signal
processing and system identification. This paper addresses the challenges of IIR model …
processing and system identification. This paper addresses the challenges of IIR model …
Adaptive infinite impulse response system identification using an enhanced golden jackal optimization
J Zhang, G Zhang, M Kong, T Zhang - The Journal of Supercomputing, 2023 - Springer
Golden jackal optimization (GJO) is inspired by the cooperative attacking behavior of golden
jackals and mainly simulates searching for prey, stalking and enclosing prey, and pouncing …
jackals and mainly simulates searching for prey, stalking and enclosing prey, and pouncing …
Simulated annealing aided artificial hummingbird optimizer for infinite impulse response system identification
Infinite impulse response (IIR) systems, with their ability to model intricate system behaviors,
have proven to be a powerful class of digital filters. However, accurately identifying the …
have proven to be a powerful class of digital filters. However, accurately identifying the …
Design and modeling of adaptive IIR filtering systems using a weighted sum-variable length particle swarm optimization
The use of optimization algorithms for designing Infinite Impulse Response (IIR) filters has
been considered in many studies. The concern in this area is the multimodal error surface of …
been considered in many studies. The concern in this area is the multimodal error surface of …
Artificial hummingbird optimizer as a novel adaptive algorithm for identifying optimal coefficients of digital IIR filtering systems
This paper introduces the artificial hummingbird algorithm (AHA) as a novel and efficient
algorithm for designing digital infinite impulse response (IIR) filtering systems. IIR filters are …
algorithm for designing digital infinite impulse response (IIR) filtering systems. IIR filters are …
Optimized adaptive noise canceller for denoising cardiovascular signal using SOS algorithm
Cardiovascular or electrocardiogram signals (ECG) are contaminated by various artefacts
while recording which in turn degrades the quality of the vital information present in the …
while recording which in turn degrades the quality of the vital information present in the …
Infinite impulse response system identification using average differential evolution algorithm with local search
B Durmuş - Neural Computing and Applications, 2022 - Springer
In this article, a new metaheuristic algorithm named average differential evolution with local
search (ADE-LS) has been developed and implemented to find the optimal coefficients of …
search (ADE-LS) has been developed and implemented to find the optimal coefficients of …