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708 Chapter 22 Difference equations and the z transform

Now we consider the Laplace transformof the sampled signal f ∗ (t):

F ∗ (s)=L{f ∗ (t)} =

=

∞∑

f[k]e −skT

k=0

∞∑

(A 0

e a 0 kT +A 1

e a 1 kT + ··· +A n

e a n kT )e −skT

k=0

∑ ∞

∑ ∞

=A 0

e −kT(s−a 0 ) +A 1

e −kT(s−a 1 ) +···

k=0

+A n

k=0

e −kT(s−a n )

Now each of the summations can be converted into a closed form. For example,

∞∑

e −kT(s−a 0 ) =1+e −T(s−a 0 ) +e −2T(s−a 0 ) +e −3T(s−a 0 ) +···

k=0

Therefore,

F ∗ (s) =

1

=

1−e −T(s−a 0 )

k=0

A 0

1−e + A 1

−T(s−a 0 ) 1−e +···+ A n

−T(s−a 1 ) 1−e −T(s−a n )

It is possible to show that for each simple pole in F(s) there is now an infinite set of

poles. Consider the pole ats =a 0

. This contributes the term

A 0

1−e −T(s−a 0 )

toF ∗ (s). This term has poles whenever 1 − e −T(s−a 0 ) = 0, that is e −T(s−a 0 ) = 1. This

corresponds toT(s −a 0

) = 2πmj,m ∈ Z. Therefore,

T(s−a 0

)=2πmj

s−a 0

= 2πm

T j

s=a 0

+ 2πm

T j

m∈Z

The effect of sampling is to introduce an infinite set of poles. Each one is equal to the

pole of the original continuous signal but displaced by an imaginary component. This

is illustrated in Figure 22.19 for a real polea 0

. However, the proof is equally valid for

a complex conjugate pair of poles but the diagram is more cluttered and has, therefore,

not been shown.

Clearly discrete systems are not amenable tosplane design techniques. Fortunately,

thezplane can be used for analysing discrete systems in the same way that thesplane

can be used when analysing continuous systems. It is possible to map points from thes

plane to thezplane using the relationz = e sT which gives rise to the definition of thez

transform as described previously.

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