Moving average filtering with deconvolution (MAD) for hidden Markov model with filtering and correlated noise
Sign Up to like & getrecommendations! Published in 2019 at "European Biophysics Journal"
DOI: 10.1007/s00249-019-01368-1
Abstract: Ion channel data recorded using the patch clamp technique are low-pass filtered to remove high-frequency noise. Almanjahie et al. (Eur Biophys J 44:545–556, 2015) based statistical analysis of such data on a hidden Markov model… read more here.
Keywords: hidden markov; markov model; moving average; correlated noise ... See more keywords
Systematics in asteroseismic modelling: Application of a correlated noise model for oscillation frequencies
Sign Up to like & getrecommendations! Published in 2023 at "Monthly Notices of the Royal Astronomical Society"
DOI: 10.1093/mnras/stad1406
Abstract: The detailed modelling of stellar oscillations is a powerful approach to characterising stars. However, poor treatment of systematics in theoretical models leads to misinterpretations of stars. Here we propose a more principled statistical treatment for… read more here.
Keywords: systematics asteroseismic; asteroseismic modelling; noise model; correlated noise ... See more keywords
Extensive numerical simulations of surface growth with temporally correlated noise.
Sign Up to like & getrecommendations! Published in 2021 at "Physical review. E"
DOI: 10.1103/physreve.103.012121
Abstract: Surface growth processes can be significantly affected by long-range temporal correlations. In this work, we perform extensive numerical simulations of a (1+1)- and (2+1)-dimensional ballistic deposition (BD) model driven by temporally correlated noise, which is… read more here.
Keywords: extensive numerical; correlated noise; numerical simulations; surface growth ... See more keywords
Tipping points in spatial ecosystems driven by short-range correlated noise.
Sign Up to like & getrecommendations! Published in 2022 at "Physical review. E"
DOI: 10.1103/physreve.106.054412
Abstract: Complex spatial systems can experience critical transitions or tippings on crossing a threshold value in their response to stochastic perturbations. While previous studies have well characterized the impact of white noise on tipping, the effect… read more here.
Keywords: tipping points; critical transitions; correlated noise; correlation ... See more keywords
Ring artifact and Poisson noise attenuation via volumetric multiscale nonlocal collaborative filtering of spatially correlated noise
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Synchrotron Radiation"
DOI: 10.1107/s1600577522002739
Abstract: Streaks and Poissonian noise in tomography data are attenuated using a new two-stage multiscale volumetric filtering framework where the degradations are modeled as correlated noise. The procedure is fully automatic, offers improved feature preservation, and… read more here.
Keywords: noise; noise attenuation; artifact poisson; ring artifact ... See more keywords
New Formulation and Computation of NRDF for Time-Varying Multivariate Gaussian Processes With Correlated Noise
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2021.3074455
Abstract: We derive a new formulation of nonanticipative rate distortion function (NRDF) for time-varying multivariate Gauss-Markov processes driven by correlated noise described by a first order autoregressive moving average (ARMA(1,1)) process with mean-squared error (MSE) distortion… read more here.
Keywords: formulation; nrdf time; correlated noise; process ... See more keywords
Asynchronous Multirate Multisensor Data Fusion Over Unreliable Measurements With Correlated Noise
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Aerospace and Electronic Systems"
DOI: 10.1109/taes.2017.2697598
Abstract: In this paper, the problem of optimal state estimation is studied for fusion of asynchronous multirate multiscale sensors with unreliable measurements and correlated noise. The noise of different sensors is cross-correlated and coupled with the… read more here.
Keywords: estimation; asynchronous multirate; correlated noise; unreliable measurements ... See more keywords
Improved Sparse Signal Recovery via Adaptive Correlated Noise Model
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computational Imaging"
DOI: 10.1109/tci.2022.3214757
Abstract: Sparse signal recovery consists of employing a sparsity promoting regularizer to estimate the underlying signal from an incomplete set of measurements. Typical recovery approaches involve an alternating procedure where the estimate of the signal is… read more here.
Keywords: noise; sparse signal; correlated noise; model ... See more keywords
Determination of moment tensor and location of microseismic events under conditions of highly correlated noise based on the maximum likelihood method
Sign Up to like & getrecommendations! Published in 2017 at "Geophysical Prospecting"
DOI: 10.1111/1365-2478.12485
Abstract: We examine the problem of localization of a single microseismic event and determination of its seismic moment tensor in the presence of strongly correlated noise. This is a typical problem occurring in monitoring of microseismic… read more here.
Keywords: moment tensor; microseismic events; determination; maximum likelihood ... See more keywords
Bidirectional teleportation under correlated noise
Sign Up to like & getrecommendations! Published in 2021 at "European Physical Journal D"
DOI: 10.1140/epjd/s10053-021-00184-7
Abstract: In this contribution, we investigate bidirectional quantum teleportation of single-qubit state, for the case in which qubits from the quantum channel of teleportation are distributed by typical correlated noisy channels such as bit-flip, phase-flip, depolarizing,… read more here.
Keywords: correlated noise; bidirectional teleportation; noise; teleportation correlated ... See more keywords