Math 2.0

Systems theory; control Definition

Matched Z-transform method

Builds on PoleZero of a holomorphic functionZ-transform

Definition

Let T>0T > 0 be a sampling period. Let HH be a rational function of ss with nonzero leading constant cc, zeros q1,…,qMq_1, \ldots, q_M and poles p1,…,pNp_1, \ldots, p_N, listed with multiplicity: H(s)=c ∏i=1M(s−qi)∏j=1N(s−pj).H(s) = c \, \frac{\prod_{i=1}^{M} (s - q_i)}{\prod_{j=1}^{N} (s - p_j)}. The matched Z-transform of HH is the following rational function of zz. Hd(z)=k ∏i=1M(1−eqiTz−1)∏j=1N(1−epjTz−1).H_d(z) = k \, \frac{\prod_{i=1}^{M} (1 - e^{q_i T} z^{-1})}{\prod_{j=1}^{N} (1 - e^{p_j T} z^{-1})}. The constant kk is chosen so that HdH_d and HH agree at a chosen reference point. The usual choice is Hd(1)=H(0)H_d(1) = H(0) when H(0)H(0) is finite and nonzero.

Remarks

Example: H(s)=a/(s+a)H(s) = a/(s + a) with a>0a > 0 has one pole −a-a and H(0)=1H(0) = 1. Its matched transform is Hd(z)=k/(1−e−aTz−1)H_d(z) = k/(1 - e^{-aT} z^{-1}), and Hd(1)=1H_d(1) = 1 gives k=1−e−aTk = 1 - e^{-aT}. Non-example: H(s)=e−sH(s) = e^{-s}, a pure delay, is not a rational function, so the method does not apply to it as stated. A pole pp with Re⁡p<0\operatorname{Re} p < 0 goes to epTe^{pT} with ∣epT∣<1\abs{e^{pT}} < 1, so a stable continuous filter gives a stable discrete one. The map a↦eaTa \mapsto e^{aT} is the relation z=esTz = e^{sT} between the Z-transform of samples and the Laplace transform. Some versions add zeros at z=−1z = -1 for the zeros of HH at infinity when N>MN > M.

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  1. Pole concept
  2. Z-transform concept
  3. Zero of a holomorphic function concept
  4. Matched Z-transform method definition

Further reading

  1. Web https://en.wikipedia.org/wiki/Matched_Z-transform_method
About this page
TagFZ6KV2J5C9
URIm2://FZ6KV2J5C9
Kinddefinition
WritingW0 stub
MSC93C62, 44A55, 94A12
DefinesMatched Z-transform method
UsesPole, Zero of a holomorphic function, Z-transform

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