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Complex FIR coefficients

Started by HardySpicer March 28, 2010
On 30 Mar, 18:24, Tim Wescott <t...@seemywebsite.now> wrote:
> Randy Yates wrote: > > HardySpicer <gyansor...@gmail.com> writes: > > >> So I suppose it is complex because the imaginary part also has > >> frequency-selective properties as well as real. > > > Not exactly. It is complex because F(w) != F*(-w), i.e., the frequency > > response isn't Hermitian symmetric. Note I use "*" here to denote > > conjugation. > > That's not a _physical_ interpretation, because no physical system has a > frequency response that isn't Hermitian symmetric.
Wrong. 1) 2D signals from antenna arrays are physical. 2) After DFT along the time axis the physical signal exist in (w,x) domain 3) Each vector along the x direction consits of complex-valued samples 4) Spatial narrow-band filters, e.g. for DoA or velocity filtering, needs to be complex-valued Physical as anything. Complex as it comes. In any sense of the word. Rune
Tim:

[snip]
> That's not a _physical_ interpretation, because no physical system has a > frequency response that isn't Hermitian symmetric. > > -- > Tim Wescott
[snip] That is a common misconception but untrue. 'Physical' systems with non Hermitian symmetry are not only possible, indeed they have practical uses. Complex physical systems are rarely addressed in common textbooks and so remain somewhat obscure. Just because they are uncommon does not mean they don't exist! So called complex systems have been synthesized, designed, prototyped and even manufactured. Addmittedly they are uncommon, especially in natural form, but man can make them easily. This is more difficult to do (exactly) in analogue form than in digital form, but even complex analogue systems have been built. There have been numerous [OK... several] professional technical papers written about such systems over the years, beginning way back 40-50 years ago. Search for subjects such as "complex analogue filters", etc... will turn up some references. I have worked on and wrtten about complex analogue filters myself. -- Pete Indialantic By-the-Sea, FL
On 31-03-2010 o 06:53:53 Rune Allnor <allnor@tele.ntnu.no> wrote:

> Wrong. > > 1) 2D signals from antenna arrays are physical. > 2) After DFT along the time axis the physical signal exist > in (w,x) domain > 3) Each vector along the x direction consits of complex-valued > samples > 4) Spatial narrow-band filters, e.g. for DoA or velocity filtering, > needs to be complex-valued > > Physical as anything. Complex as it comes. In any sense of the word. > > Rune
I can just put 'j' or 'i' befor any physical value and than interpret it at will. I can fit j to anything I want. But when we have description of something than partial imaginary result numbers can have no physical interpretation. Can you interpret imaginary impulse response? I can travel back in time on a paper. -- Mikolaj
on 07-04-2010 o 13:53:36 glen herrmannsfeldt <gah@ugcs.caltech.edu> wrote:

(...)
> I believe that in some cases complex physical quantities > that are in exponents have a physical interpretation. > As examples, the dielectric constant and its square root, > the index of refraction. Other than in exponents, > the use of complex numbers for physical quantities, > such as describing phase shifts, seems more of a > convenience, and not something with a physical > interpretation.
(...) It seems that sometimes, luckily when you use complex (compressed, packed, combined, compact) way of describing few dependent physical things their imaginary part (additional dimension used for compression) can be human understandable and could have interpretation. But you can always decompress complex matrix to it's scalar version equations. -- Mikolaj
Mikolaj <sterowanie_komputerowe@poczta.onet.pl> wrote:
(snip)
 
> I can just put 'j' or 'i' befor any physical value > and than interpret it at will. > I can fit j to anything I want.
> But when we have description of something > than partial imaginary result numbers > can have no physical interpretation.
I believe that in some cases complex physical quantities that are in exponents have a physical interpretation. As examples, the dielectric constant and its square root, the index of refraction. Other than in exponents, the use of complex numbers for physical quantities, such as describing phase shifts, seems more of a convenience, and not something with a physical interpretation.
> Can you interpret imaginary impulse response? > I can travel back in time on a paper.
-- glen
on 07-04-2010 o 13:03:04 Mikolaj <sterowanie_komputerowe@poczta.onet.pl>  
wrote:


> It seems that sometimes, luckily > when you use complex (compressed, packed, combined, compact) > way of describing few dependent physical things
the imaginary part of that complex representation (additional dimension used for compression)
> can be human understandable > and could have interpretation. > > But you can always decompress complex matrix > to it's scalar version equations.
-- Mikolaj
glen wrote:
>Mikolaj <sterowanie_komputerowe@poczta.onet.pl> wrote: >(snip) > >> I can just put 'j' or 'i' befor any physical value >> and than interpret it at will. >> I can fit j to anything I want. > >> But when we have description of something >> than partial imaginary result numbers >> can have no physical interpretation. > >I believe that in some cases complex physical quantities >that are in exponents have a physical interpretation. >As examples, the dielectric constant and its square root, >the index of refraction. Other than in exponents, >the use of complex numbers for physical quantities, >such as describing phase shifts, seems more of a >convenience, and not something with a physical >interpretation.
Complex eigenvalues often have physical interpretation. A non-hermitian hamiltonian is sometimes used when particles leave the group of states being considered (for example, atoms that become ionized, and assume that you no longer care about those as part of your ensemble, so you don't consider those states). It is a bit of a hack, but the point is that the complex eigenvalues in that case then have the interpretation of loss over time (where, for other situations, "loss" might be of either sign).
Michael Plante <michael.plante@n_o_s_p_a_m.gmail.com> wrote:
(snip, I wrote)

>>I believe that in some cases complex physical quantities >>that are in exponents have a physical interpretation.
(snip)
> Complex eigenvalues often have physical interpretation. A non-hermitian > hamiltonian is sometimes used when particles leave the group of states > being considered (for example, atoms that become ionized, and assume that > you no longer care about those as part of your ensemble, so you don't > consider those states). It is a bit of a hack, but the point is that the > complex eigenvalues in that case then have the interpretation of loss over > time (where, for other situations, "loss" might be of either sign).
Are these solutions of differential equations such that the complex value is in an exp()? If so, then the imaginary terms (multiplied by i) are the decay (or absorption) term. -- glen
>Michael Plante <michael.plante@n_o_s_p_a_m.gmail.com> wrote: >(snip, I wrote) > >>>I believe that in some cases complex physical quantities >>>that are in exponents have a physical interpretation. >(snip) > >> Complex eigenvalues often have physical interpretation. A
non-hermitian
>> hamiltonian is sometimes used when particles leave the group of states >> being considered (for example, atoms that become ionized, and assume
that
>> you no longer care about those as part of your ensemble, so you don't >> consider those states). It is a bit of a hack, but the point is that
the
>> complex eigenvalues in that case then have the interpretation of loss
over
>> time (where, for other situations, "loss" might be of either sign). > >Are these solutions of differential equations such that the >complex value is in an exp()? If so, then the imaginary terms >(multiplied by i) are the decay (or absorption) term.
It's similar to your example. One could find a basis where the time evolution operator U=exp(-i.H.t/hb) is diagonal. So it could be seen that way.
Michael Plante wrote:
>glen wrote: >>Michael Plante <michael.plante@n_o_s_p_a_m.gmail.com> wrote: >>(snip, I wrote) >> >>>>I believe that in some cases complex physical quantities >>>>that are in exponents have a physical interpretation. >>(snip) >> >>> Complex eigenvalues often have physical interpretation. A >non-hermitian >>> hamiltonian is sometimes used when particles leave the group of states >>> being considered (for example, atoms that become ionized, and assume >that >>> you no longer care about those as part of your ensemble, so you don't >>> consider those states). It is a bit of a hack, but the point is that >the >>> complex eigenvalues in that case then have the interpretation of loss >over >>> time (where, for other situations, "loss" might be of either sign). >> >>Are these solutions of differential equations such that the >>complex value is in an exp()? If so, then the imaginary terms >>(multiplied by i) are the decay (or absorption) term. > >It's similar to your example. One could find a basis where the time >evolution operator U=exp(-i.H.t/hb) is diagonal. So it could be seen
that
>way.
While what I wrote was inspired by your post, my point was not so much about the ability to reduce it to that form, which depends on being able to find a clean solution, since this sort of perturbation is probably less necessary in simple cases. Rather, the value is in being able to directly interpret perturbations to the Hamiltonian without trying to find a solution. An interesting application is when a suitable "gain" mechanism is present (not explicitly included) to balance this loss, but the the gain introduces unpolarized atoms, whereas the "loss" removes from consideration whatever's available. Then the interpretation of this perturbation is depolarization of the ensemble over time. Michael