Results 21 to 30 of about 377,814 (287)
The convergence of the Gaussian mixture extended-target probability hypothesis density (GM-EPHD) filter and its extended Kalman (EK) filtering approximation in mildly nonlinear condition, namely, the EK-GM-EPHD filter, is studied here.
Feng Lian +3 more
doaj +1 more source
A Unified Filter for Simultaneous Input and State Estimation of Linear Discrete-time Stochastic Systems [PDF]
In this paper, we present a unified optimal and exponentially stable filter for linear discrete-time stochastic systems that simultaneously estimates the states and unknown inputs in an unbiased minimum-variance sense, without making any assumptions on ...
Frazzoli, Emilio +2 more
core +1 more source
In this paper, we introduce the concept of fuzzy soft filters and study some of their properties. Also, we study the notion of convergence of fuzzy soft filters in fuzzy soft topological spaces. We prove the existence of product fuzzy soft filters.
Ibedou, Ismail, Abbas, S. E.
openaire +2 more sources
Separation of multiple signals in hearing aids by output decorrelation and time-delay estimation [PDF]
Sensori-neural hearing impaired listeners have difficulty in separating multiple signals or perceiving speech in background noise and hearing aids are widely used to enhance the desired signal.
Bamford, P, Canagarajah, CN
core +2 more sources
Filter Functions with Exponential Convergence Order [PDF]
AbstractOversampled functions can be evaluated using generalized sinc‐series and filter functions connected with these series. A standard filter function is given by exp ((ζ2 − 1)−1). We show that the Fourier transform of this filter posseses the convergence order 0(exp (−√x)), improving an estimation given in [10].
openaire +3 more sources
Removing Mixture of Gaussian and Impulse Noise by Patch-Based Weighted Means [PDF]
International audienceWe first establish a law of large numbers and a convergence theorem in distribution to show the rate of convergence of the non-local means filter for removing Gaussian noise.
Hu, Haijuan, Li, Bing, Liu, Quansheng
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A control structure design of a three-phase three-leg four-wire grid-tied Distribution Static Synchronous Compensator (DSTATCOM) based on a combined-step-size real-coefficient improved proportionate affine projection sign algorithm (CSS-RIP-APSA) has ...
Arobinda Dash +10 more
doaj +1 more source
Filter convergence and decompositions for vector lattice-valued measures
Filter convergence of vector lattice-valued measures is considered, in order to deduce theorems of convergence for their decompositions. First the $\sigma$-additive case is studied, without particular assumptions on the filter; later the finitely ...
Candeloro, Domenico +1 more
core +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
Particle filters are broadly used to approximate posterior distributions of hidden states in state-space models by means of sets of weighted particles. While the convergence of the filter is guaranteed when the number of particles tends to infinity, the ...
Djurić, Petar M. +2 more
core +2 more sources

