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Titlebook: Algebraically Approximate and Noisy Realization of Discrete-Time Systems and Digital Images; Yasumichi Hasegawa Book 2009 Springer-Verlag

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發(fā)表于 2025-3-21 18:19:07 | 只看該作者 |倒序瀏覽 |閱讀模式
期刊全稱Algebraically Approximate and Noisy Realization of Discrete-Time Systems and Digital Images
影響因子2023Yasumichi Hasegawa
視頻videohttp://file.papertrans.cn/153/152771/152771.mp4
發(fā)行地址Overview over discrete-time systems and digital images.Presents a non-linear integer programming method for digital images
學(xué)科分類Lecture Notes in Electrical Engineering
圖書封面Titlebook: Algebraically Approximate and Noisy Realization of Discrete-Time Systems and Digital Images;  Yasumichi Hasegawa Book 2009 Springer-Verlag
影響因子This monograph deals with approximation and noise cancellation of dyn- ical systems which include linear and nonlinear input/output relationships. It also deal with approximation and noise cancellation of two dimensional arrays. It will be of special interest to researchers, engineers and graduate students who have specialized in ?ltering theory and system theory and d- ital images. This monograph is composed of two parts. Part I and Part II will deal with approximation and noise cancellation of dynamical systems or digital images respectively. From noiseless or noisy data, reduction will be made. A method which reduces model information or noise was proposed in the reference vol. 376 in LNCIS [Hasegawa, 2008]. Using this method will allow model description to be treated as noise reduction or model reduction without having to bother, for example, with solving many partial di?er- tial equations. This monograph will propose a new and easy method which produces the same results as the method treated in the reference. As proof of its advantageous e?ect, this monograph provides a new law in the sense of numerical experiments. The new and easy method is executed using the algebraic calcu
Pindex Book 2009
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發(fā)表于 2025-3-21 21:57:24 | 只看該作者
Algebraically Approximate and Noisy Realization of Linear Systemsebraic sense [Kalman, 1969]. The main theorem says that for any causal linear input/output map, there exist at least two canonical (controllable and observable) Linear Systems which realize (faithfully describe) it and any two canonical Linear Systems with the same behavior are isomorphic..Details o
板凳
發(fā)表于 2025-3-22 03:20:08 | 只看該作者
Algebraically Approximate and Noisy Realization of So-called Linear Systemssegawa, 2003], and it was also shown that the systems contain so-called linear systems as a sub-class, where so-called linear systems are linear systems with a non-zero initial state..It is well known that a common method to obtain so-called linear systems is solved through two problems..One is the
地板
發(fā)表于 2025-3-22 07:36:19 | 只看該作者
Algebraically Approximate and Noisy Realization of Almost Linear Systemsnear systems that are in a subclass of pseudo linear systems, which are very close to linear systems..At first, their realization theory was stated. Namely, it was shown that any almost linear systems can be characterized by time-invariant, affine input response maps and any time-invariant, affine i
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發(fā)表于 2025-3-22 12:48:46 | 只看該作者
Algebraically Approximate and Noisy Realization of Pseudo Linear Systemsere presented with a main theorem, which says that for any time-invariant input response map, there exist at least two canonical (quasi-reachable and distinguishable) pseudo linear systems which realize, that is, faithfully describe it, and any two canonical pseudo linear systems with the same behav
6#
發(fā)表于 2025-3-22 13:35:08 | 只看該作者
Algebraically Approximate and Noisy Realization of Affine Dynamical Systemse map, equivalently, as an input/output map with causality. Affine dynamical systems were proposed and the realization problems of the systems were solved in the reference [Matsuo & Hasegawa, 2003]. We characterized the finite-dimensionality of affine dynamical systems. We obtained the same results
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發(fā)表于 2025-3-22 17:53:11 | 只看該作者
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發(fā)表于 2025-3-22 23:27:51 | 只看該作者
Algebraically Approximate and Noisy Realization of Two-Dimensional Imagesng main theorem [Hasegawa and Suzuki, 2006]:.For any two-dimensional image, there exist at least two canonical, that is, quasi-reachable and distinguishable commutative linear representation systems which realize, that is, which faithfully describe it, and any two canonical commutative linear repres
9#
發(fā)表于 2025-3-23 03:13:51 | 只看該作者
https://doi.org/10.1057/9781137414472To obtain concrete results, we will consider a case of dynamical systems with an input/output mechanism surrounded by free noise or noise.
10#
發(fā)表于 2025-3-23 09:19:35 | 只看該作者
Input/Output Map and Additive NoisesTo obtain concrete results, we will consider a case of dynamical systems with an input/output mechanism surrounded by free noise or noise.
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