Nyquist-Shannon theorem application for Savitzky-Golay smoothing window size parameter determination in bio-optical signals
Sign Up to like & getrecommendations! Published in 2018 at "Results in Physics"
DOI: 10.1016/j.rinp.2018.08.033
Abstract: Abstract The amount of data generated in the laboratory increases constantly, where a common problem needed to be addressed during the data preparation stage is related to noise. The Savitzky-Golay method has been established as… read more here.
Keywords: window size; size parameter; savitzky golay;
Evaluation of sampling frequency, window size and sensor position for classification of sheep behaviour
Sign Up to like & getrecommendations! Published in 2018 at "Royal Society Open Science"
DOI: 10.1098/rsos.171442
Abstract: Automated behavioural classification and identification through sensors has the potential to improve health and welfare of the animals. Position of a sensor, sampling frequency and window size of segmented signal data has a major impact… read more here.
Keywords: window; classification; window size; position ... See more keywords
Sliding Window Decoding for QC-SC-LDPC Codes Under the Constraint of Implementation Complexity
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Broadcasting"
DOI: 10.1109/tbc.2022.3143367
Abstract: Sliding window decoding has been employed as the decoding scheme of quasi-cyclic spatially-coupled low-density parity-check (QC-SC-LDPC) codes, with the decoding latency and complexity independent of the coupling length but proportional to the window size. The… read more here.
Keywords: ldpc codes; window size; sliding window; window ... See more keywords
Online Parameter Identification for Lithium-Ion Batteries: An Adaptive Moving Window Size Design Methodology for Least Square Fitting
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3229376
Abstract: Online state-of-charge estimations are critical to lithium-ion batteries in electric vehicles for safe and reliable operations. To ensure accurate online state estimations, an online battery parameter identification algorithm, such as the least square fitting approach,… read more here.
Keywords: parameter identification; window size; moving window; methodology ... See more keywords
A high-performance approach for predicting donor splice sites based on short window size and imbalanced large samples
Sign Up to like & getrecommendations! Published in 2019 at "Biology Direct"
DOI: 10.1186/s13062-019-0236-y
Abstract: BackgroundSplice sites prediction has been a long-standing problem in bioinformatics. Although many computational approaches developed for splice site prediction have achieved satisfactory accuracy, further improvement in predictive accuracy is significant, for it is contributing to… read more here.
Keywords: short window; splice; window size; accuracy ... See more keywords
Classification of cow behavior patterns using inertial measurement units and a fully convolutional network model.
Sign Up to like & getrecommendations! Published in 2022 at "Journal of dairy science"
DOI: 10.3168/jds.2022-22350
Abstract: In this study, we aimed to classify 7 cow behavior patterns automatically with an inertial measurement unit (IMU) using a fully convolutional network (FCN) algorithm. Behavioral data of 12 cows were collected by attaching an… read more here.
Keywords: classification; window size; imu; behavior patterns ... See more keywords