Furthermore, the suggested techniques can be utilized when the number of users is fixed but the CSI changes for a particular user. The mathematical equations for both approaches are derived and the complexity of the suggested methods is compared to the direct computation of the inverse matrix. ...
While the use of the LMM improves the deconvolution accuracy, it introduces a much higher level of computational complexity than the models used in CPM and other cell-type deconvolution methods. We improved the computational efficiency of MeDuSA through coding the core algorithm with C++ and applying...
The spectral analysis of signals is currently either dominated by the speed–accuracy trade-off or ignores a signal’s often non-stationary character. Here we introduce an open-source algorithm to calculate the fast continuous wavelet transform (fCWT). T
Ill-conditioning of the system matrix is a well-known complication in immersed finite element methods and trimmed isogeometric analysis. Elements with small intersections with the physical domain yield problematic eigenvalues in the system matrix, which generally degrades efficiency and robustness of iterat...
ill-posedlow rank matrix decompositionnotion quantificationsparse matrixComputational complexitySuppose we are given a matrix that is formed by adding an unknown... V Chandrasekaran,S Sanghavi,PA Parrilo,... - 《Ifac Proceedings Volumes》 被引量: 214发表: 2009年 Preprocessing and Regularization for ...
单词 computational complexity 释义 随便看 0.618 method 0.618法 0-simple semigroup 0-space (0,x)-incidence matrix of forbidden permutation 0′-priority mehtod 0′′′-priority method 0′′′优先方法 0′优先方法 0半单半环的结构定理 0型文法 0空间 [0,1]上的模糊数 (0,1)序列 (0,1)矩阵...
Geostatistical analysis of health data is increasingly used to model spatial variation in malaria prevalence, burden, and other metrics. Traditional inference methods for geostatistical modelling are notoriously computationally intensive, motivating the
Rotation Matrix State-Space Models Transfer FunctionElectrification Battery Management Systems (BMS) Battery Modeling Battery Pack Design Battery State of Charge Battery Thermal Management System BLDC Motor Control Clarke and Park Transforms DC-DC Converter Control Droop Control Dual Active Bridge Electric Mo...
8.4.2 Choice of the Simulation Parameters 8.4.2.1 Choice of the RK Method 8.4.2.2 Choice of the Time Step and the Discretization Density 8.4.2.3 Choice of the Inverse Z‐Transform Parameters 8.5 Acceleration, Preconditioning, and Stabilizations 8.5.1 Computational Complexity and Fast Solver Accelera...
Active matter, which ranges from molecular motors to groups of animals, exists at different length scales and timescales, and various computational models have been proposed to describe and predict its behaviour. The diversity of the methods and the challenges in modelling active matter primarily origi...