Cerebellar Model Articulation Controller - Revision history

en>Glenn: catspec

2014-06-01T19:11:10Z

catspec

← Older revision		Revision as of 21:11, 1 June 2014
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	~~Greetings! I am Marvella and I really feel comfy when individuals use~~ the ~~complete~~ title~~. Body developing~~ is ~~1 of the things I adore most~~. ~~Managing people~~ is what I ~~do and the salary has~~ been ~~truly satisfying. Years~~ in ~~the past we moved to Puerto Rico~~ and my family ~~members loves~~ it.<br><br>Feel free to ~~visit~~ my web ~~page;~~ [http://~~Wixothek~~.~~com~~/~~user/MBuckmast std home test~~]		Hello. Allow me introduce the author. Her title is Refugia Shryock. Doing ceramics is what my family and I enjoy. For many years he's been residing in North Dakota and his family enjoys it. For years I've been operating as a payroll clerk.<br><br>Feel free to surf to my web site: home std test kit [[http://i4p.info/article.php?id=114136 you could try here]]

en>BD2412: Fixing links to disambiguation pages using AWB

2014-02-23T17:56:38Z

Fixing links to disambiguation pages using AWB

← Older revision		Revision as of 19:56, 23 February 2014
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	~~'''Beam Propagation Method''' (BPM) refers to a computational technique in [[Electromagnetics]], used~~		Greetings! I am Marvella and I really feel comfy when individuals use the complete title. Body developing is 1 of the things I adore most. Managing people is what I do and the salary has been truly satisfying. Years in the past we moved to Puerto Rico and my family members loves it.<br><br>Feel free to visit my web page; [http://Wixothek.com/user/MBuckmast std home test]
	~~to solve the [[Helmholtz equation]] under conditions of a [[time-harmonic wave]]. BPM works under [[slowly varying envelope approximation]], for linear~~ and ~~nonlinear equations.~~

	~~The '''beam propagation method''' (BPM) is an approximation technique for simulating~~ the propagation of [[light]] in slowly varying optical [[waveguide]]s. It is essentially the same as the so-called [[Parabolic Equation]] (PE) method in underwater [[acoustics]]. Both BPM and the PE were first introduced in the 1970s. When a wave propagates along a waveguide for a large distance (larger compared with the wavelength), rigorous numerical simulation is difficult. The BPM relies on approximate differential equations which are also called the one-way models. These one-way models involve only a first order [[derivative]] in the variable z (for the waveguide axis) and they can be solved as "initial" value problem. ~~The "initial" value problem does not involve time, rather it~~ is for the spatial variable z.<ref>{{citation\|title=Integrated Photonics\|author=Clifford R. Pollock, Michal. Lipson\|year= 2003\|publisher=Springer \|url=http://books.google.com/?id=DNJEoypcI6oC&pg=RA1-PA210&lpg=RA1-PA210&dq=%22Beam+propagation+method%22\|isbn=978-1~~-4020-7635-0}}</ref>~~

	~~The original BPM and PE were derived from the slowly varying envelope approximation and they are the so-called paraxial one-way models. Since then, a number~~ of ~~improved one-way models are introduced. They come from a one-way model involving a square root operator. They are obtained by applying rational approximations to~~ the ~~square root operator~~. ~~After a one-way model~~ is ~~obtained, one still has to solve it by discretizing the variable z. However, it is possible to merge the two steps (rational approximation to the square root operator~~ and ~~discretization of z) into one step. Namely, one can find rational approximations to~~ the so-called one-way propagator (the exponential of the square root operator) directly. The rational approximations are not trivial. Standard diagonal Padé approximants have trouble with the so-called evanescent modes. These evanescent modes should decay rapidly in z, but the diagonal Padé approximants will incorrectly propagate them as propagating modes along the waveguide. Modified rational approximants that can suppress the evanescent modes are now available. The accuracy of the BPM can be further improved, if you use the energy-conserving one-way model or the single-scatter one-way model.

	~~==Principles==~~
	~~BPM is generally formulated as a solution to [[Helmholtz equation]]~~ in ~~a time-harmonic case,~~
	~~<ref>Okamoto K. 2000 Fundamentals of Optical Waveguides (San Diego, CA: Academic)</ref>~~
	~~<ref>EE290F: BPM course slides, Devang Parekh, University of Berkeley, CA</ref>~~
	~~:<math>~~
	~~(\nabla^2 + k_0^2n^2)\psi = 0~~
	~~</math>~~
	~~with the field written as,~~
	~~:<math>E(x,y,z,t)=\psi(x,y,z)exp(-j\omega t)</math>.~~

	~~Now the spatial dependence of this field is written according to any one [[Transverse mode\|TE or TM]] polarizations~~
	~~:<math>\psi(x,y) = A(x,y)exp(+jk_o\nu y)~~
	~~</math>,~~
	~~with the envelope~~
	~~:<math>A(x,y)~~
	~~</math> following a slowly varying approximation,~~
	~~:<math>~~
	~~\frac{\partial^2( A(x,y) )}{\partial y^2} = 0~~
	~~</math>~~

	~~Now the solution when replaced into~~ the ~~Helmholtz equation follows,~~
	~~:<math>~~
	~~\left[\frac{\partial^2 }{\partial x^2} + k_0^2(n^2 - \nu^2) \right]A(x,y) = \pm 2 jk_0 \nu \frac{\partial A_k(x,z)}{\partial z}~~
	~~</math>~~

	~~With the aim to calculate the field at all points of space for all times,~~ we ~~only need~~ to ~~compute the function~~
	~~<math>A(x,y)</math> for all space,~~ and ~~then we are able to reconstruct~~ <~~math~~>~~\psi(x,y,z)~~<~~/math~~>~~. Since the solution~~
	~~is for the time-harmonic Helmholtz equation, we only need to calculate it over one time period. We can~~
	~~visualize the fields along the propagation direction, or the cross section waveguide modes.~~

	~~==Numerical Methods==~~
	There are both ''spatial domain'' methods, and ''frequency (spectral) domain'' methods are available for the numerical solution of the discretized master equation. Upon discretization into a grid, (using various [[central difference\|centralized difference]], [[Crank–Nicolson method]], FFT-BPM etc.) and field values rearranged in a causal fashion, the field evolution is computed through iteratio, along the propagation direction. The spatial
	~~domain method computes the field at the next step (in the propagation direction) by solving a linear equation, whereas the spectral domain~~
	~~methods use the powerful forward/inverse [[Fast Fourier Transform\|DFT]] algorithms. Spectral domain methods have the advantage of stability~~
	~~even in the presence of nonlinearity (from refractive index or medium properties), while spatial domain methods can possibly become numerically unstable.~~

	~~==Applications==~~
	~~BPM is a quick and easy method of solving for fields in integrated optical devices. It is typically~~
	~~used only in solving for intensity and modes within shaped (bent, tapered, terminated) waveguide~~
	structures, as opposed to scattering problems. These structures typically consist of [[isotropic]] optical materials, but the BPM has also been extended to be applicable to simulate the propagation of light in general [[anisotropic]] materials such as [[liquid crystals]]. This allows to [http://www.elis.ugent.be/ELISgroups/lcd/research/bpm.php analyze] e.g. the polarization rotation of light in anisotropic materials, the tunability of a directional coupler based on liquid crystals or the light diffraction in LCD pixels.

	~~==Limitations of BPM==~~
	The Beam Propagation Method relies on the [[slowly varying envelope approximation]], and is inaccurate for the modelling of discretely or fastly varying structures. It is also inaccurate for the modelling of structures in which light propages in large range of angles and for devices with high refractive-index contrast, commonly found for instance in [[silicon photonics]].

	~~The BPM method can be used to model bi-directional propagation, but the reflections need to be implemented iteratively which can lead to convergence issues.~~

	~~More rigorous alternatives include [[Eigenmode Expansion]] and [[FDTD]].~~

	~~==Implementations==~~
	~~There are several simulation tools that implement BPM algorithms. Popular commercial tools have been developed by [http://optiwave~~.com/~~category~~/~~products/component-design/optibpm/ Optiwave Systems Inc.] and RSoft Design.~~

	~~==See also==~~
	*[[Computational electromagnetics]]
	*[[Finite-difference time-domain method]]
	*[[Eigenmode expansion]]
	*[[Finite element method]]
	*[[Maxwell's equations]]
	*[[MoL\|Method of Lines]]
	*[[Light]]
	*[[Photon]]
	*[http://emlab.utep.edu/pdfs/Poster_BPM.pdf EM Lab Poster on the Beam Propagation Method]

	~~==References==~~
	~~<references/>~~

	~~[[Category:Computational science]]~~
	~~[[Category:Electrodynamics]]~~
	~~[[Category:Physical optics]~~]

115.185.21.54: /* Building blocks */

2013-11-06T10:00:22Z

Building blocks

← Older revision		Revision as of 12:00, 6 November 2013
Line 1:		Line 1:
	The ~~writer~~ is called ~~Irwin Wunder but~~ it~~'s not~~ the ~~most masucline~~ title ~~out there~~. ~~Her husband~~ and ~~her reside~~ in ~~Puerto Rico~~ but ~~she~~ will ~~have to move~~ one ~~day~~ or ~~an additional~~. ~~I am~~ a ~~meter reader but I strategy on altering it~~. ~~One~~ of the ~~things she enjoys most~~ is to ~~do aerobics~~ and ~~now she is attempting~~ to ~~earn cash with it.~~<br><br>~~Have~~ a ~~look~~ at ~~my website~~ [http://~~vei~~.~~cuaed~~.~~unam~~.mx/es/~~node~~/~~4882 vei~~.~~cuaed~~.~~unam~~.mx]		'''Beam Propagation Method''' (BPM) refers to a computational technique in [[Electromagnetics]], used
			to solve the [[Helmholtz equation]] under conditions of a [[time-harmonic wave]]. BPM works under [[slowly varying envelope approximation]], for linear and nonlinear equations.

			The '''beam propagation method''' (BPM) is an approximation technique for simulating the propagation of [[light]] in slowly varying optical [[waveguide]]s. It is essentially the same as the so-called [[Parabolic Equation]] (PE) method in underwater [[acoustics]]. Both BPM and the PE were first introduced in the 1970s. When a wave propagates along a waveguide for a large distance (larger compared with the wavelength), rigorous numerical simulation is difficult. The BPM relies on approximate differential equations which are also called the one-way models. These one-way models involve only a first order [[derivative]] in the variable z (for the waveguide axis) and they can be solved as "initial" value problem. The "initial" value problem does not involve time, rather it is for the spatial variable z.<ref>{{citation\|title=Integrated Photonics\|author=Clifford R. Pollock, Michal. Lipson\|year= 2003\|publisher=Springer \|url=http://books.google.com/?id=DNJEoypcI6oC&pg=RA1-PA210&lpg=RA1-PA210&dq=%22Beam+propagation+method%22\|isbn=978-1-4020-7635-0}}</ref>

			The original BPM and PE were derived from the slowly varying envelope approximation and they are the so-called paraxial one-way models. Since then, a number of improved one-way models are introduced. They come from a one-way model involving a square root operator. They are obtained by applying rational approximations to the square root operator. After a one-way model is obtained, one still has to solve it by discretizing the variable z. However, it is possible to merge the two steps (rational approximation to the square root operator and discretization of z) into one step. Namely, one can find rational approximations to the so-called one-way propagator (the exponential of the square root operator) directly. The rational approximations are not trivial. Standard diagonal Padé approximants have trouble with the so-called evanescent modes. These evanescent modes should decay rapidly in z, but the diagonal Padé approximants will incorrectly propagate them as propagating modes along the waveguide. Modified rational approximants that can suppress the evanescent modes are now available. The accuracy of the BPM can be further improved, if you use the energy-conserving one-way model or the single-scatter one-way model.

			==Principles==
			BPM is generally formulated as a solution to [[Helmholtz equation]] in a time-harmonic case,
			<ref>Okamoto K. 2000 Fundamentals of Optical Waveguides (San Diego, CA: Academic)</ref>
			<ref>EE290F: BPM course slides, Devang Parekh, University of Berkeley, CA</ref>
			:<math>
			(\nabla^2 + k_0^2n^2)\psi = 0
			</math>
			with the field written as,
			:<math>E(x,y,z,t)=\psi(x,y,z)exp(-j\omega t)</math>.

			Now the spatial dependence of this field is written according to any one [[Transverse mode\|TE or TM]] polarizations
			:<math>\psi(x,y) = A(x,y)exp(+jk_o\nu y)
			</math>,
			with the envelope
			:<math>A(x,y)
			</math> following a slowly varying approximation,
			:<math>
			\frac{\partial^2( A(x,y) )}{\partial y^2} = 0
			</math>

			Now the solution when replaced into the Helmholtz equation follows,
			:<math>
			\left[\frac{\partial^2 }{\partial x^2} + k_0^2(n^2 - \nu^2) \right]A(x,y) = \pm 2 jk_0 \nu \frac{\partial A_k(x,z)}{\partial z}
			</math>

			With the aim to calculate the field at all points of space for all times, we only need to compute the function
			<math>A(x,y)</math> for all space, and then we are able to reconstruct <math>\psi(x,y,z)</math>. Since the solution
			is for the time-harmonic Helmholtz equation, we only need to calculate it over one time period. We can
			visualize the fields along the propagation direction, or the cross section waveguide modes.

			==Numerical Methods==
			There are both ''spatial domain'' methods, and ''frequency (spectral) domain'' methods are available for the numerical solution of the discretized master equation. Upon discretization into a grid, (using various [[central difference\|centralized difference]], [[Crank–Nicolson method]], FFT-BPM etc.) and field values rearranged in a causal fashion, the field evolution is computed through iteratio, along the propagation direction. The spatial
			domain method computes the field at the next step (in the propagation direction) by solving a linear equation, whereas the spectral domain
			methods use the powerful forward/inverse [[Fast Fourier Transform\|DFT]] algorithms. Spectral domain methods have the advantage of stability
			even in the presence of nonlinearity (from refractive index or medium properties), while spatial domain methods can possibly become numerically unstable.

			==Applications==
			BPM is a quick and easy method of solving for fields in integrated optical devices. It is typically
			used only in solving for intensity and modes within shaped (bent, tapered, terminated) waveguide
			structures, as opposed to scattering problems. These structures typically consist of [[isotropic]] optical materials, but the BPM has also been extended to be applicable to simulate the propagation of light in general [[anisotropic]] materials such as [[liquid crystals]]. This allows to [http://www.elis.ugent.be/ELISgroups/lcd/research/bpm.php analyze] e.g. the polarization rotation of light in anisotropic materials, the tunability of a directional coupler based on liquid crystals or the light diffraction in LCD pixels.

			==Limitations of BPM==
			The Beam Propagation Method relies on the [[slowly varying envelope approximation]], and is inaccurate for the modelling of discretely or fastly varying structures. It is also inaccurate for the modelling of structures in which light propages in large range of angles and for devices with high refractive-index contrast, commonly found for instance in [[silicon photonics]].

			The BPM method can be used to model bi-directional propagation, but the reflections need to be implemented iteratively which can lead to convergence issues.

			More rigorous alternatives include [[Eigenmode Expansion]] and [[FDTD]].

			==Implementations==
			There are several simulation tools that implement BPM algorithms. Popular commercial tools have been developed by [http://optiwave.com/category/products/component-design/optibpm/ Optiwave Systems Inc.] and RSoft Design.

			==See also==
			*[[Computational electromagnetics]]
			*[[Finite-difference time-domain method]]
			*[[Eigenmode expansion]]
			*[[Finite element method]]
			*[[Maxwell's equations]]
			*[[MoL\|Method of Lines]]
			*[[Light]]
			*[[Photon]]
			*[http://emlab.utep.edu/pdfs/Poster_BPM.pdf EM Lab Poster on the Beam Propagation Method]

			==References==
			<references/>

			[[Category:Computational science]]
			[[Category:Electrodynamics]]
			[[Category:Physical optics]]

en>FrescoBot: Bot: link syntax/spacing and minor changes

2011-11-25T20:52:12Z

Bot: link syntax/spacing and minor changes

New page

The writer is called Irwin Wunder but it's not the most masucline title out there. Her husband and her reside in Puerto Rico but she will have to move one day or an additional. I am a meter reader but I strategy on altering it. One of the things she enjoys most is to do aerobics and now she is attempting to earn cash with it.<br><br>Have a look at my website [http://vei.cuaed.unam.mx/es/node/4882 vei.cuaed.unam.mx]