In this paper, two new correntropy-based data-selective algorithms using the prediction error
method and proportionate principle are proposed for acoustic feedback cancellation (AFC) …

Atrial fibrillation (AF) is a common arrhythmia, and out-of-hospital, wearable, long-term
electrocardiogram (ECG) monitoring can help with the early detection of AF. The presence of …

Reliable forecasting of regional commodity prices is crucial for agribusiness risk
management. Our paper introduces Data-Selective Normalized Least-Mean-Square (DS …

Adaptive filtering algorithms, which adopt the set-membership strategy, are able to attain
good steady-state performance with low computational burden. In general, such advantages …

Adaptive filters are applied in several electronic and communication devices like
smartphones, advanced headphones, DSP chips, smart antenna, and teleconference …

In this paper, the set-membership affine projection (SM-AP) algorithm is utilized to censor
non-informative data in big data applications. To this end, the probability distribution of the …

Big data sets are characterized by raw data with large dimension, noise accumulation,
spurious correlation and heavy-tailed behavior along with measurement outliers. Therefore …

In this work, we use the single-threshold and double-threshold set-membership affine
projection algorithm to censor non-informative and irrelevant data in big data problems. For …

In this paper, we propose the set-membership quaternion normalized least-mean-square
(SM-QNLMS) algorithm. For this purpose, first, we review the quaternion least-mean-square …

In this paper, the set-membership affine projection (SM-AP) algorithm is utilized to censor
non-informative data in big data applications. To this end, the probability distribution of the …