Transient performance analysis of geometric algebra least mean square adaptive filter

W Wang, K Doğançay - … Transactions on Circuits and Systems II …, 2021 - ieeexplore.ieee.org
predict the transient performance of the GA-LMS. Moreover, the stability condition and
steady-state … behavior of GALMS adaptive filter in (9), is investigated in detail. For the GA-LMS, the …

Performance analysis of adaptive filter algorithms on different noise sources

M Sugadev, M Kaushik, V Vijayakumar… - 2022 International …, 2022 - ieeexplore.ieee.org
… In this article, the performance of LMS, NLMS and … Adaptive filters can be applied for various
applications such as Inverse modelling, Inference Cancellation, system response prediction

On the tracking performance of adaptive filters and their combinations

R Claser, VH Nascimento - IEEE Transactions on Signal …, 2021 - ieeexplore.ieee.org
filter performance, including tracking properties. In this paper, we consider combinations of
LMS and RLS filters, and study their performance … between one LMS and one RLS filters with …

Two distributed arithmetic based high throughput architectures of non-pipelined LMS adaptive filters

MT Khan, MA Alhartomi, S Alzahrani, RA Shaik… - IEEE …, 2022 - ieeexplore.ieee.org
… Furthermore, this study focused on the improvement of throughput performance of LMS adaptive
filter … Umeda, ‘‘An adaptive filtering algorithm using an orthogonal projection to an affine …

Early arrhythmia prediction based on Hurst index and ECG prediction using robust LMS adaptive filter

S Ashkezari-Toussi, VR Sabzevari - Signal, Image and Video Processing, 2021 - Springer
prediction and investigate the use of robust adaptive filters to forecast the ECG signal. Different
robust adaptive filters are examined for ECG prediction… and performance evaluation of the …

Steady-state mean-square error performance analysis of the tensor LMS algorithm

N Zhang, J Ni, J Chen, Z Li - … on Circuits and Systems II: Express …, 2020 - ieeexplore.ieee.org
… computational efficiency of adaptive filters. To achieve this purpose, a tensor LMS algorithm
… to the absence of performance prediction and design guidelines. The key challenge to the …

Predictive adaptive filter for reducing total harmonics distortion in PV systems

L Alhafadhi, J Teh, CM Lai, M Salem - Energies, 2020 - mdpi.com
… Furthermore, the noise cancellation adaptive filter is unsuitable for use in the PV system.
Therefore, this study proposes the utilisation of the system prediction adaptive filter to reduce …

Feature adaptive filtering: Exploiting hidden sparsity

H Yazdanpanah, PSR Diniz… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… other gradient-based algorithms like the normalized LMS (NLMS), the affine projection (AP),
and the … , respectively, where N is the adaptive filter order. The error signal at the kth iteration …

Performance analysis of adaptive noise cancellation for speech signal

P Balaji, S Narayan, D Sraddha, RK Muthu - arXiv preprint arXiv …, 2020 - arxiv.org
… to predict its nature and remove it effectively from the input. In this paper a comparative study
between the effectiveness of RLS, LMS and … and performance analysis of adaptive filtering

Adaptive method to predict and track unknown system behaviors using rls and lms algorithms

T Tajdari - Facta Universitatis, Series: Electronics and …, 2021 - casopisi.junis.ni.ac.rs
… This study investigates the ability of recursive least squares (… mean square (LMS) adaptive
filtering algorithms to predict and … study compared the performance of two major adaptive filters