Variable Step-size EASI Blind Source Separation Algorithm Based on Crosstalk Error and Separation Degree [PDF]
When the source signal consists of components with large energy difference or the global matrix is a non-row element dominant matrix,the variable step-size Equivariant Adaptive Separation via Independence(EASI) algorithm based on crosstalk error cannot ...
LI Zhenbi,WANG Kang,JIANG Yuanyuan
doaj +2 more sources
A Sparse CoSaMP Channel Estimation Algorithm With Adaptive Variable Step Size for an OFDM System
Compressive sampling matching pursuit (CoSaMP), as a conventional algorithm requiring system sparsity and sensitive to step size, was improved in this paper by approximating the sparsity with adaptive variable step size. In the proposed algorithm (CoSaMP
Ning Xiaoling, Chen Yangyi, Zhang Linsen
doaj +2 more sources
Variable order step size method for solving orbital problems with periodic solutions
Existing variable order step size numerical techniques for solving a system of higher-order ordinary differential equations (ODEs) requires direct calculating the integration coefficients at each step change. In this study, a variable order step size is
Najib, N. +5 more
core +1 more source
Distributed Variable Sample-Size Stochastic Optimization With Fixed Step-Sizes
The paper considers distributed stochastic optimization over randomly switching networks, where agents collaboratively minimize the average of all agents' local expectation-valued convex cost functions. Due to the stochasticity in gradient observations, distributedness of local functions, and randomness of communication topologies, distributed ...
Jinlong Lei +3 more
openaire +2 more sources
Variable-Step-Size Efficient Proportionate Affine Projection Sign Algorithms
For sparse system identification, a memory-improved proportionate affine projection sign algorithm with a simplified, generalized correntropy induced metric (SGCI-M-IPAPSA) has good filtering performance.
Xin Cao +3 more
core +1 more source
An improved variable step size adaptive matching pursuit algorithm
Compressed sensing is a new theory of using signal sparsity and compressibility for signal processing.To solve the problem that the signal sparse is unknown in compressed sensing,an modified variable step size adaptive matching pursuit(MVssAMP) algorithm
Li Chao, Wang Pei, Wang Chuanzheng
doaj +1 more source
Verification of BDF Time-Integration Method with Variable Step Size [PDF]
Solution methods for systems of ordinary differential equations with variable step size base their choice for the step size on (an estimate of) the local truncation error.
Klaij, Christiaan
core
The inconsistency in large-scale battery pack significantly degrades the performance of electric vehicles. In order to diminish the inconsistency, the study designs an active equalization method comprising of equalizer and equalization strategy for ...
Jianwen Cao, Bizhong Xia, Jie Zhou
doaj +1 more source
A Variable Step-size CLMS Algorithm and Its Analysis [PDF]
In this paper, a hyperbolic tangent variable step-size convex combination of the least mean square (HTVSCLMS) algorithm is proposed and analyzed. This work avoids the compromise between the convergence speed and the steady-state error for two filters in ...
X. Fan, Z. Tan, P. Song, L. Chen
doaj
Variable Step Size P&O Algorithms for Coalescing Pump/Deoiling Hydrocyclone Produced Water Treatment System [PDF]
This paper presents three variable step size P&O algorithms for optimizing the separation efficiency of a coalescing pump/deoiling hydrocyclone produced water treatment system.
Rune Husveg +4 more
doaj +1 more source

