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Properties of transfer function, linear systems

Started by Peter January 10, 2007
Hello,

Consider a linear transfer function with N-1 real and negative poles 
(p_n) and N real and negative zeros (z_n) factorized in the standard way:

	  (z-z_1)*(z-z_2)*...*(z-z_N)
Q(z) = K -----------------------------
	  (z-p_1)*(z-p_2)*...*(z-p_{N-1}),

where lim z-> infinity => Q(z)->infinity.

Are there then any theorems regarding such a transfer function? I am 
looking for properties of such transfer functions.

Thanks,

Peter
"Peter" <anders_noSPAM@kommtek.com> wrote in message 
news:eo31sr$f3u$2@orkan.itea.ntnu.no...
> Hello, > > Consider a linear transfer function with N-1 real and negative poles (p_n) > and N real and negative zeros (z_n) factorized in the standard way: > > (z-z_1)*(z-z_2)*...*(z-z_N) > Q(z) = K ----------------------------- > (z-p_1)*(z-p_2)*...*(z-p_{N-1}), > > where lim z-> infinity => Q(z)->infinity. > > Are there then any theorems regarding such a transfer function? I am > looking for properties of such transfer functions.
Peter, There are many. You will probably get better answers if you focus your question a bit more. - what is your situation, objective, ..... ? Fred
Peter wrote:
> Hello, > > Consider a linear transfer function with N-1 real and negative poles > (p_n) and N real and negative zeros (z_n)
i don't know what you mean be "negative poles" or "negative zeros' since they are all possible complex numbers. if this were the s-plane instead of the z-plane, i would expect "negative" applied to the real part of the poles or zeros making the transfer function one of a stable and minimum phase filter. being that this is the z-plane i might assume "negative poles and zeros" mean poles and zeros inside the unit circle. dunno what else it might mean.
> factorized in the standard way: > > (z-z_1)*(z-z_2)*...*(z-z_N) > Q(z) = K ----------------------------- > (z-p_1)*(z-p_2)*...*(z-p_{N-1}), > > where lim z-> infinity => Q(z)->infinity. > > Are there then any theorems regarding such a transfer function? I am > looking for properties of such transfer functions.
sounds like a homework problem. one property of a system of transfer function with more zeros than poles is that there is an anticipatory advance (negative delay) of the output to the input due to a left over z^(+1) term after partial fraction expansion. that means the impulse response will react before the impulse happens and the filter is non-causal.
Fred Marshall wrote:
> "Peter" <anders_noSPAM@kommtek.com> wrote in message > news:eo31sr$f3u$2@orkan.itea.ntnu.no... >> Hello, >> >> Consider a linear transfer function with N-1 real and negative poles (p_n) >> and N real and negative zeros (z_n) factorized in the standard way: >> >> (z-z_1)*(z-z_2)*...*(z-z_N) >> Q(z) = K ----------------------------- >> (z-p_1)*(z-p_2)*...*(z-p_{N-1}), >> >> where lim z-> infinity => Q(z)->infinity. >> >> Are there then any theorems regarding such a transfer function? I am >> looking for properties of such transfer functions. > > Peter, > > There are many. You will probably get better answers if you focus your > question a bit more. > - what is your situation, objective, ..... ? > > Fred > >
Thank you for looking into my problem. To specify the matters a bit more, my problem is not at all related to filtering, but the mathematical function I am looking can be written in the form above. So I am hoping to apply some theorems derived in linear systems theory to my problem. Also, the poles and zeros are all real and negative, i.e., Q(z) is a ratio of two strictly increasing positive polynomials. Now, what I am after is some facts about the variation / oscillations of this function. Ideally, I wanted it to have no local maximums for z>0, but unfortunately this is not true. I am thinking something along the lines of that since all the poles and zeros are for z<0, the oscillations should more or less be "used" up. Also, I am only interested in the properties of z>0. Also, only real z's are of interest. Looking it as a transfer function, I then would be interested in results on the magnitude, since everything is positive, i.e. |Q| = Q. Thanks, Peter.

robert bristow-johnson wrote:
> i don't know what you mean be "negative poles" or "negative zeros' > since they are all possible complex numbers. if this were the s-plane > instead of the z-plane, i would expect "negative" applied to the real > part of the poles or zeros making the transfer function one of a stable > and minimum phase filter. being that this is the z-plane i might > assume "negative poles and zeros" mean poles and zeros inside the unit > circle. dunno what else it might mean.
It doesn't matter what letter you use for the variable. It's simply a rational function with negative poles and zeros. As Peter doesn't say what he wants to prove, there is no way to help him. Regards, Andor
Andor wrote:
> As Peter doesn't say what he wants to prove, there is no way to help him. >
Andor, thank you for looking at this. To see more about what I want to prove, check my follow-up post "above". Peter
Peter schrieb:

> Andor wrote: > > As Peter doesn't say what he wants to prove, there is no way to help him. > > > > Andor, thank you for looking at this. To see more about what I want to > prove, check my follow-up post "above".
I can't make anything out of your follow-up either. You want "facts" about the "variation / oscillation" without saying what kind of facts, or what you mean by "variation". You are interested in the "properties" for z>0. Which properties? I can't read your mind, sorry. Why don't you just come out and say what you really want? Regards, Andor
Andor wrote:
> robert bristow-johnson wrote: > > i don't know what you mean be "negative poles" or "negative zeros' > > since they are all possible complex numbers. if this were the s-plane > > instead of the z-plane, i would expect "negative" applied to the real > > part of the poles or zeros making the transfer function one of a stable > > and minimum phase filter. being that this is the z-plane i might > > assume "negative poles and zeros" mean poles and zeros inside the unit > > circle. dunno what else it might mean. > > It doesn't matter what letter you use for the variable.
but it *does* matter if it's the s-plane (as in Laplace Transform of the impulse response) or the z-plane (as in Z Transform of the unit pulse response).
> It's simply a > rational function with negative poles and zeros.
negative *what*? negative real part? he didn't say "real part". poles and zeros are, in general, complex numbers and you can't meaningful say that a complex number is negative without a little more qualification of what you mean. r b-j

r b j wrote:
> Andor wrote:
> > It's simply a > > rational function with negative poles and zeros.negative *what*? negative real part? > he didn't say "real part". > poles and zeros are, in general, complex numbers and you can't > meaningful say that a complex number is negative without a little more > qualification of what you mean.
he said real and negative poles and zeros - poles and zeros are on the real line - their imaginary part is zero - the rational function can be factored into first order sections using real numbers only - if a complex number is negative it is also real - I think I drank too much beer at dinner - ...
Andor wrote:
> r b j wrote: > > Andor wrote: > > > > It's simply a > > > rational function with negative poles and zeros.negative *what*? negative real part? > > he didn't say "real part". > > poles and zeros are, in general, complex numbers and you can't > > meaningful say that a complex number is negative without a little more > > qualification of what you mean. > > he said real and negative poles and zeros
oh! you're right! i missed that word. so "negative" makes sense. then, if this is on the z-plane, each of those poles, assuming they're stable, has a resonant frequency of Nyquist and the output samples will be alternating signs with a collection of different exponential envelopes. and since there is one more zero than pole, the output will also be non-causal. the system will react to an impulse one sample before the impulse hits. r b-j