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INVERSE Z-TRANSFORM BY PARTIAL FRACTION EXPANSION

Module by: Nguyen Huu Phuong

In the method of partial fraction expansion, after expanding the given z–transform expression into partial fractions we use the listed transform pairs (table 4.1) and transform properties (section 4.2) to find the corresrponding time expression . For those who are unfamliar with the concept the following is a good introduction .
Example 1 
Find the inverse z–transform of the system function H(z)= 1.6 z(z0.8)(2z1) H(z)= 1.6 z(z0.8)(2z1) MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOabaeqabaGaamisaiaacIcacaWG6bGaaiykaiabg2da9maalaaabaGaaGymaiaac6cacaaI2aaabaGaamOEaiaacIcacaWG6bGaeyOeI0IaaGimaiaac6cacaaI4aGaaiykaiaacIcacaaIYaGaamOEaiabgkHiTiaaigdacaGGPaaaaaqaaaaaaa@477A@
Solution
First rewrite H(z) as
H(z)= 0.8 z(z0.8)(z0.5) H(z)= 0.8 z(z0.8)(z0.5) MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOqaaiaadIeacaGGOaGaamOEaiaacMcacqGH9aqpdaWcaaqaaiaaicdacaGGUaGaaGioaaqaaiaadQhacaGGOaGaamOEaiabgkHiTiaaicdacaGGUaGaaGioaiaacMcacaGGOaGaamOEaiabgkHiTiaaicdacaGGUaGaaGynaiaacMcaaaaaaa@4828@
The system has 3 simple poles at z = 0 , 0.8 and 0.5 . The system is stable . Now express H(z) as
H(z)= 0.8 z(z0.8)(z0.5) = A 1 z + A 2 z0.8 + A 3 z0.5 H(z)= 0.8 z(z0.8)(z0.5) = A 1 z + A 2 z0.8 + A 3 z0.5 MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOqaaiaadIeacaGGOaGaamOEaiaacMcacqGH9aqpdaWcaaqaaiaaicdacaGGUaGaaGioaaqaaiaadQhacaGGOaGaamOEaiabgkHiTiaaicdacaGGUaGaaGioaiaacMcacaGGOaGaamOEaiabgkHiTiaaicdacaGGUaGaaGynaiaacMcaaaGaeyypa0ZaaSaaaeaacaWGbbWaaSbaaSqaaiaaigdaaeqaaaGcbaGaamOEaaaacqGHRaWkdaWcaaqaaiaadgeadaWgaaWcbaGaaGOmaaqabaaakeaacaWG6bGaeyOeI0IaaGimaiaac6cacaaI4aaaaiabgUcaRmaalaaabaGaamyqamaaBaaaleaacaaIZaaabeaaaOqaaiaadQhacqGHsislcaaIWaGaaiOlaiaaiwdaaaaaaa@597A@
The problem is to determine the constants A 1 , A 2 , A 3 A 1 , A 2 , A 3 MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOqaaiaadgeadaWgaaWcbaGaaGymaaqabaGccaGGSaGaaGjbVlaadgeadaWgaaWcbaGaaGOmaaqabaGccaGGSaGaaGjbVlaadgeadaWgaaWcbaGaaG4maaqabaaaaa@3F75@ . For this we use a common denominator for the LHS :
H(z)= A 1 (z0.8)(z0.5)+ A 2 z(z0.5)+ A 3 z(z0.8) z(z1)(z0.5) = ( A 1 + A 2 + A 3 ) z 2 +(1.3 A 1 0.5 A 2 0.8 A 3 )z+0.4 A 1 z(z0.8)(z0.5) H(z)= A 1 (z0.8)(z0.5)+ A 2 z(z0.5)+ A 3 z(z0.8) z(z1)(z0.5) = ( A 1 + A 2 + A 3 ) z 2 +(1.3 A 1 0.5 A 2 0.8 A 3 )z+0.4 A 1 z(z0.8)(z0.5) MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=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@9586@
Equating the corresponding coefficients of both sides , we get 3 simultaneours equations
A 1 + A 2 + A 3 =0 1.3 A 1 0.5 A 2 0.8 A 3 =0 0.4 A 1 =0.8 A 1 + A 2 + A 3 =0 1.3 A 1 0.5 A 2 0.8 A 3 =0 0.4 A 1 =0.8 MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOabaeqabaGaaGzbVlaaywW7caaMf8UaaGzbVlaaysW7caWGbbWaaSbaaSqaaiaaigdaaeqaaOGaey4kaSIaamyqamaaBaaaleaacaaIYaaabeaakiabgUcaRiaadgeadaWgaaWcbaGaaG4maaqabaGccqGH9aqpcaaIWaaabaaabaGaeyOeI0IaaGymaiaac6cacaaIZaGaamyqamaaBaaaleaacaaIXaaabeaakiabgkHiTiaaicdacaGGUaGaaGynaiaadgeadaWgaaWcbaGaaGOmaaqabaGccqGHsislcaaIWaGaaiOlaiaaiIdacaWGbbWaaSbaaSqaaiaaiodaaeqaaOGaeyypa0JaaGimaaqaaaqaaiaaywW7caaMf8UaaGzbVlaaywW7caaMf8UaaGzbVlaaywW7caaIWaGaaiOlaiaaisdacaWGbbWaaSbaaSqaaiaaigdaaeqaaOGaeyypa0JaaGimaiaac6cacaaI4aaaaaa@6881@
having the roots
A 1 =2, A 2 =1, A 3 =1 A 1 =2, A 2 =1, A 3 =1 MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOqaaiaadgeadaWgaaWcbaGaaGymaaqabaGccqGH9aqpcaaIYaGaaiilaiaaywW7caWGbbWaaSbaaSqaaiaaikdaaeqaaOGaeyypa0JaeyOeI0IaaGymaiaacYcacaaMf8UaamyqamaaBaaaleaacaaIZaaabeaakiabg2da9iabgkHiTiaaigdaaaa@469F@
Thus
H(z)= 2 z 1 z0.8 1 z0.5 H(z)= 2 z 1 z0.8 1 z0.5 MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOqaaiaadIeacaGGOaGaamOEaiaacMcacqGH9aqpdaWcaaqaaiaaikdaaeaacaWG6baaaiabgkHiTmaalaaabaGaaGymaaqaaiaadQhacqGHsislcaaIWaGaaiOlaiaaiIdaaaGaeyOeI0YaaSaaaeaacaaIXaaabaGaamOEaiabgkHiTiaaicdacaGGUaGaaGynaaaaaaa@4774@
Looking at the list of z transform pairs (Table .4.1 ) we see that the terms on the RHS are not ready for the inverse transform , we then proceed to rearrange H(z) :
H(z)=[ 2+ z z0.8 z z0.5 ] z 1 =[ 2= 1 10.8 z 1 1 10.5 z 1 ] z 1 H(z)=[ 2+ z z0.8 z z0.5 ] z 1 =[ 2= 1 10.8 z 1 1 10.5 z 1 ] z 1 MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=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@6328@
The inverse transform of the expression within the square brackets is
2δ(n) 0.8 n u(n) 0.5 n u(n) 2δ(n) 0.8 n u(n) 0.5 n u(n) MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOqaaiaaikdacqaH0oazcaGGOaGaamOBaiaacMcacqGHsislcaaIWaGaaiOlaiaaiIdadaahaaWcbeqaaiaad6gaaaGccaWG1bGaaiikaiaad6gacaGGPaGaeyOeI0IaaGimaiaac6cacaaI1aWaaWbaaSqabeaacaWGUbaaaOGaamyDaiaacIcacaWGUbGaaiykaaaa@499D@
Finally , delay above function one sample due to the factor z–1 to get
h(n)=2δ(n1)+( 0.5 n1 + 0.8 n1 )u(n1) h(n)=2δ(n1)+( 0.5 n1 + 0.8 n1 )u(n1) MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOqaaiaadIgacaGGOaGaamOBaiaacMcacqGH9aqpcaaIYaGaeqiTdqMaaiikaiaad6gacqGHsislcaaIXaGaaiykaiabgUcaRiaacIcacaaIWaGaaiOlaiaaiwdadaahaaWcbeqaaiaad6gacqGHsislcaaIXaaaaOGaey4kaSIaaGimaiaac6cacaaI4aWaaWbaaSqabeaacaWGUbGaeyOeI0IaaGymaaaakiaacMcacaWG1bGaaiikaiaad6gacqGHsislcaaIXaGaaiykaaaa@5279@
This example shows the basic principle of the method . Full treatment would cover different cases , depending on the order of the numerator compared to that of the denominator, types of poles , etc … One important advantage of the method of partial fraction expansion is that it usually leads to results in closed forms .

Proper rational polynomial and simple poles

The zeros of X(z) or H(z) (here we take X(z) as the representative) are inrelevant in the method , only the poles need consideration . Thus we write the rational polynomial as
X(z)= N(z) D(z) = N(z) (z p 1 )(z p 2 )(z p 3 ) X(z)= N(z) D(z) = N(z) (z p 1 )(z p 2 )(z p 3 ) MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOqaaiaadIfacaGGOaGaamOEaiaacMcacqGH9aqpdaWcaaqaaiaad6eacaGGOaGaamOEaiaacMcaaeaacaWGebGaaiikaiaadQhacaGGPaaaaiabg2da9maalaaabaGaamOtaiaacIcacaWG6bGaaiykaaqaaiaacIcacaWG6bGaeyOeI0IaamiCamaaBaaaleaacaaIXaaabeaakiaacMcacaGGOaGaamOEaiabgkHiTiaadchadaWgaaWcbaGaaGOmaaqabaGccaGGPaGaaiikaiaadQhacqGHsislcaWGWbWaaSbaaSqaaiaaiodaaeqaaOGaaiykaaaaaaa@5439@ (1)
where the poles are assumed simple. When the order of the numerator is less than that of the denominator , the rational polynomial is proper . The case of equal orders is also treated here .
The normal partial fraction expansion is
X(z)= A 1 z p 1 + A 2 z p 2 + A 3 z p 3 +... X(z)= A 1 z p 1 + A 2 z p 2 + A 3 z p 3 +... MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOqaaiaadIfacaGGOaGaamOEaiaacMcacqGH9aqpdaWcaaqaaiaadgeadaWgaaWcbaGaaGymaaqabaaakeaacaWG6bGaeyOeI0IaamiCamaaBaaaleaacaaIXaaabeaaaaGccqGHRaWkdaWcaaqaaiaadgeadaWgaaWcbaGaaGOmaaqabaaakeaacaWG6bGaeyOeI0IaamiCamaaBaaaleaacaaIYaaabeaaaaGccqGHRaWkdaWcaaqaaiaadgeadaWgaaWcbaGaaG4maaqabaaakeaacaWG6bGaeyOeI0IaamiCamaaBaaaleaacaaIZaaabeaaaaGccqGHRaWkcaGGUaGaaiOlaiaac6caaaa@4FA5@
However, on the knowledge of the transform pairs given in Equation (4.31) and (4.32) , we expand X(z)/z rather than X(z) :
X(z) z = N(z) zD(z) = N(z) z(z p 1 )(z p 2 )(z p 3 ) = A 0 z + A 1 z p 1 + A 2 z p 2 + A 3 z p 3 +... X(z) z = N(z) zD(z) = N(z) z(z p 1 )(z p 2 )(z p 3 ) = A 0 z + A 1 z p 1 + A 2 z p 2 + A 3 z p 3 +... MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=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@762F@
Now let’s multiply both sides of above equation with each term (z - p ii size 12{ {} rSub { size 8{i} } } {}) , i = 1,2,…, and then evaluate the obtained expressions at the poles p 11 size 12{ {} rSub { size 8{1} } } {}, p 22 size 12{ {} rSub { size 8{2} } } {}… This will lead to the following formula for the constants :
A i =(z p i ) X(z) z | z= p i ,i=0,1,2... A i =(z p i ) X(z) z | z= p i ,i=0,1,2... MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOqaaiaadgeadaWgaaWcbaGaamyAaaqabaGccqGH9aqpcaGGOaGaamOEaiabgkHiTiaadchadaWgaaWcbaGaamyAaaqabaGccaGGPaWaaSaaaeaacaWGybGaaiikaiaadQhacaGGPaaabaGaamOEaaaacaGG8bWaaSbaaSqaaiaadQhacqGH9aqpcaWGWbWaaSbaaWqaaiaadMgaaeqaaaWcbeaakiaaysW7caGGSaGaaGzbVlaaywW7caWGPbGaeyypa0JaaGimaiaacYcacaaMe8UaaGymaiaacYcacaaMe8UaaGOmaiaac6cacaGGUaGaaiOlaaaa@57D3@ (2)
Example 2 
Find the signal whose z – transform is given by
X(z)= 2 z 2 2.05z z 2 2.05z+1 X(z)= 2 z 2 2.05z z 2 2.05z+1 MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOqaaiaadIfacaGGOaGaamOEaiaacMcacqGH9aqpdaWcaaqaaiaaikdacaWG6bWaaWbaaSqabeaacaaIYaaaaOGaeyOeI0IaaGOmaiaac6cacaaIWaGaaGynaiaadQhaaeaacaWG6bWaaWbaaSqabeaacaaIYaaaaOGaeyOeI0IaaGOmaiaac6cacaaIWaGaaGynaiaadQhacqGHRaWkcaaIXaaaaaaa@4A0B@
Solution
The poles are p1=0.8p1=0.8 size 12{p rSub { size 8{1} } =0 "." 8} {} and p2p2 size 12{p rSub { size 8{2} } } {}= 1.25 . Notice that the order of the numerator is equal to that of denominator so that the rational polynomial is not proper .
We take X(z) / z , which is proper, for the expansion and write
X(z)= 2 z 2 2.05z z( z 2 2.05z+1) = 2 z 2 2.05z z(z0.8)(z1.25) = A 0 z + A 1 z p 1 + A 2 z p 2 X(z)= 2 z 2 2.05z z( z 2 2.05z+1) = 2 z 2 2.05z z(z0.8)(z1.25) = A 0 z + A 1 z p 1 + A 2 z p 2 MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOabaeqabaGaamiwaiaacIcacaWG6bGaaiykaiabg2da9maalaaabaGaaGOmaiaadQhadaahaaWcbeqaaiaaikdaaaGccqGHsislcaaIYaGaaiOlaiaaicdacaaI1aGaamOEaaqaaiaadQhacaGGOaGaamOEamaaCaaaleqabaGaaGOmaaaakiabgkHiTiaaikdacaGGUaGaaGimaiaaiwdacaWG6bGaey4kaSIaaGymaiaacMcaaaGaeyypa0ZaaSaaaeaacaaIYaGaamOEamaaCaaaleqabaGaaGOmaaaakiabgkHiTiaaikdacaGGUaGaaGimaiaaiwdacaWG6baabaGaamOEaiaacIcacaWG6bGaeyOeI0IaaGimaiaac6cacaaI4aGaaiykaiaacIcacaWG6bGaeyOeI0IaaGymaiaac6cacaaIYaGaaGynaiaacMcaaaaabaaabaGaaGzbVlaaywW7caaMf8UaaGzbVlaaywW7caaMf8UaaGzbVlaaywW7caaMf8UaaGzbVlabg2da9maalaaabaGaamyqamaaBaaaleaacaaIWaaabeaaaOqaaiaadQhaaaGaey4kaSYaaSaaaeaacaWGbbWaaSbaaSqaaiaaigdaaeqaaaGcbaGaamOEaiabgkHiTiaadchadaWgaaWcbaGaaGymaaqabaaaaOGaey4kaSYaaSaaaeaacaWGbbWaaSbaaSqaaiaaikdaaeqaaaGcbaGaamOEaiabgkHiTiaadchadaWgaaWcbaGaaGOmaaqabaaaaaaaaa@81E6@
The constrants are computed as follows.
A 0 =z X(z) z | z=0 =X(z) | z=v=0 A 1 =(z0.8) X(z) z | z=0.8 = 2 z 2 2.05z z(z1.25) | z=0.8 =1 A 2 =(z1.25) X(z) z | z=1.25 = 2 z 2 2.05z z(z0.8) | z=1.25 =1 A 0 =z X(z) z | z=0 =X(z) | z=v=0 A 1 =(z0.8) X(z) z | z=0.8 = 2 z 2 2.05z z(z1.25) | z=0.8 =1 A 2 =(z1.25) X(z) z | z=1.25 = 2 z 2 2.05z z(z0.8) | z=1.25 =1 MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=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@9F15@
Hence
X(z)= z z0.8 + z z1.25 X(z)= z z0.8 + z z1.25 MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOqaaiaadIfacaGGOaGaamOEaiaacMcacqGH9aqpdaWcaaqaaiaadQhaaeaacaWG6bGaeyOeI0IaaGimaiaac6cacaaI4aaaaiabgUcaRmaalaaabaGaamOEaaqaaiaadQhacqGHsislcaaIXaGaaiOlaiaaikdacaaI1aaaaaaa@4606@
Depending on the ROC , we have three different time functions:
x(n)= 0.8 n u(n)+ 1.25 n u(n),| z |>1.25 x(n)= 0.8 n u(n)+ 1.25 n u(n1),0.8<| z |<1.25 x(n)= 0.8 n u(n1) 1.25 n u(n1),| z |<0.8 x(n)= 0.8 n u(n)+ 1.25 n u(n),| z |>1.25 x(n)= 0.8 n u(n)+ 1.25 n u(n1),0.8<| z |<1.25 x(n)= 0.8 n u(n1) 1.25 n u(n1),| z |<0.8 MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=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@A2C1@
Another way is to first express X(z) in terms of z 11 size 12{ {} rSup { size 8{ - 1} } } {}:
X(z)= N( z 1 ) D( z 1 ) = N( z 1 ) (1 p 1 z 1 )(1 p 2 z 1 )(1 p 3 z 1 )... = A 1 1 p 1 z 1 + A 2 1 p 2 z 1 + A 3 1 p 3 z 1 ... X(z)= N( z 1 ) D( z 1 ) = N( z 1 ) (1 p 1 z 1 )(1 p 2 z 1 )(1 p 3 z 1 )... = A 1 1 p 1 z 1 + A 2 1 p 2 z 1 + A 3 1 p 3 z 1 ... MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=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@8A95@
and then evaluate the constants as
A i =(1 p i z 1 )X(z) | z= p i A i =(1 p i z 1 )X(z) | z= p i MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOqaaiaadgeadaWgaaWcbaGaamyAaaqabaGccqGH9aqpcaGGOaGaaGymaiabgkHiTiaadchadaWgaaWcbaGaamyAaaqabaGccaWG6bWaaWbaaSqabeaacqGHsislcaaIXaaaaOGaaiykaiaadIfacaGGOaGaamOEaiaacMcacaGG8bWaaSbaaSqaaiaadQhacqGH9aqpcaWGWbWaaSbaaWqaaiaadMgaaeqaaaWcbeaaaaa@4946@ (3)
Example 3 
Repeat previous example but expressing X(z) in terms of z 11 size 12{ {} rSup { size 8{ - 1} } } {}.
Solution
First
X(z)= 2 z 2 2.05z z 2 2.05z1 = 22.05 z 1 12.05 z 1 + z 2 X(z)= 2 z 2 2.05z z 2 2.05z1 = 22.05 z 1 12.05 z 1 + z 2 MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOqaaiaadIfacaGGOaGaamOEaiaacMcacqGH9aqpdaWcaaqaaiaaikdacaWG6bWaaWbaaSqabeaacaaIYaaaaOGaeyOeI0IaaGOmaiaac6cacaaIWaGaaGynaiaadQhaaeaacaWG6bWaaWbaaSqabeaacaaIYaaaaOGaeyOeI0IaaGOmaiaac6cacaaIWaGaaGynaiaadQhacqGHsislcaaIXaaaaiabg2da9maalaaabaGaaGOmaiabgkHiTiaaikdacaGGUaGaaGimaiaaiwdacaWG6bWaaWbaaSqabeaacqGHsislcaaIXaaaaaGcbaGaaGymaiabgkHiTiaaikdacaGGUaGaaGimaiaaiwdacaWG6bWaaWbaaSqabeaacqGHsislcaaIXaaaaOGaey4kaSIaamOEamaaCaaaleqabaGaeyOeI0IaaGOmaaaaaaaaaa@5DBE@
Notice in this way the order numerator is less than that of the denominator , i.e. the rational polynomial is proper . Next
X(z)= 22.05 z 1 12.05 z 1 + z 2 = 22.05 z 1 (10.8 z 1 )(11.25 z 1 ) = A 1 10.8 z 1 + A 2 11.25 z 1 X(z)= 22.05 z 1 12.05 z 1 + z 2 = 22.05 z 1 (10.8 z 1 )(11.25 z 1 ) = A 1 10.8 z 1 + A 2 11.25 z 1 MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=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@8ACB@
The constants are given by
A 1 =(10.8 z 1 )X(z) | z=0.8 = 22.05 z 1 11.25 z 1 | z=0.8 =1 A 2 =(11.25 z 1 )X(z) | z=1.25 = 22.05 z 1 10.8 z 1 | z=0.8 =1 A 1 =(10.8 z 1 )X(z) | z=0.8 = 22.05 z 1 11.25 z 1 | z=0.8 =1 A 2 =(11.25 z 1 )X(z) | z=1.25 = 22.05 z 1 10.8 z 1 | z=0.8 =1 MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=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@8BA8@
The result is the same as before .
Example 4 
Find the inverse z – transform of
X(z)= z 2 +z+1 z 2 +3z+2 X(z)= z 2 +z+1 z 2 +3z+2 MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOqaaiaadIfacaGGOaGaamOEaiaacMcacqGH9aqpdaWcaaqaaiaadQhadaahaaWcbeqaaiaaikdaaaGccqGHRaWkcaWG6bGaey4kaSIaaGymaaqaaiaadQhadaahaaWcbeqaaiaaikdaaaGccqGHRaWkcaaIZaGaamOEaiabgUcaRiaaikdaaaaaaa@45C6@
Solution
The poles of X(z) are z = -1 and z = -2 . Now let’s write
X(z) z = 2 z 2 +z+1 z(z+1)(z+2) = A 0 Z + A 1 z+1 + A 2 z+2 X(z) z = 2 z 2 +z+1 z(z+1)(z+2) = A 0 Z + A 1 z+1 + A 2 z+2 MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=vqpWqaaeaabaGaaiaacaqaaeaadaqaaqaaaOqaamaalaaabaGaamiwaiaacIcacaWG6bGaaiykaaqaaiaadQhaaaGaeyypa0ZaaSaaaeaacaaIYaGaamOEamaaCaaaleqabaGaaGOmaaaakiabgUcaRiaadQhacqGHRaWkcaaIXaaabaGaamOEaiaacIcacaWG6bGaey4kaSIaaGymaiaacMcacaGGOaGaamOEaiabgUcaRiaaikdacaGGPaaaaiabg2da9maalaaabaGaamyqamaaBaaaleaacaaIWaaabeaaaOqaaiaadQfaaaGaey4kaSYaaSaaaeaacaWGbbWaaSbaaSqaaiaaigdaaeqaaaGcbaGaamOEaiabgUcaRiaaigdaaaGaey4kaSYaaSaaaeaacaWGbbWaaSbaaSqaaiaaikdaaeqaaaGcbaGaamOEaiabgUcaRiaaikdaaaaaaa@5884@
The constants are given by
A 0 =(z) X(z) z | z=0 = z 2 +z+1 (z+1)(z+2) | z=0 =0.5 A 1 =(z+1) X(z) z | z=<1 = z 2 +z+1 z(z+2) | z=+1 =1 A 2 =(z+2) X(z) z | z=2 = z 2 +z+1 z(z+1) | z=2 =1.5 A 0 =(z) X(z) z | z=0 = z 2 +z+1 (z+1)(z+2) | z=0 =0.5 A 1 =(z+1) X(z) z | z=<1 = z 2 +z+1 z(z+2) | z=+1 =1 A 2 =(z+2) X(z) z | z=2 = z 2 +z+1 z(z+1) | z=2 =1.5 MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLnhiov2DGi1BTfMBaeXatLxBI9gBaerbd9wDYLwzYbItLDharqqtubsr4rNCHbGeaGqiVCI8FfYJH8YrFfeuY=Hhbbf9v8qqaqFr0xc9pk0xbba9q8WqFfeaY=biLkVcLq=JHqpepeea0=as0Fb9pgeaYRXxe9vr0=vr0=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