Continuous Time Systems Part 1-Digital Signal Processing-Assignment, Exercises of Digital Signal Processing

This assignment wa given by Prof. Bhuvanesh Sankuratri at Baddi University of Emerging Sciences and Technologies for Digital Signal Processing course. Its main points are: CT, DT, Systems, Linear, Time, Invariant, LTI, Inputs, Invertible, Differential, Equations

Typology: Exercises

2011/2012

Uploaded on 07/14/2012

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1. The following CT systems are described using their input-output relationships between the input signal x(t)
and output y(t) . Determine if the CT systems are: (i) linear; (ii) time-invariant; (iii) stable; and (iv) causal.
i) () ( 2)yt xt
ii) () ( 10)yt txt
iii) 0 t<0
() () ( 5) t 0
yt xt xt
°
® t
°
¯
iv) )(2)()( txdxty
o
o
t
t
OO ³
v) 1)(2)(353 2
2
2
2
3
3
4
4 tx
dt
xd
ty
dt
dy
dt
yd
dt
yd
dt
yd
2. The following DT systems are described using their input-output relationships between the input signal x[k]
and output y[k]. Determine if the DT systems are: (i) linear; (ii) time-invariant; (iii) stable; and (iv) causal.
i) ]62[5.0]62[5.0][ kxkxky
ii) |][|2][][
2
2
kxmxky
k
km
¦
iii) ][
2][ kx
ky
iv) ]2[2]1[4][2]4[]3[5]2[9]1[5][ kxkxkxkykykykyky
3. For a CT linear, time invariant (LTI) system, an input x(t) produces output y(t) shown in Fig. P2.6. Sketch
the outputs for the following set of inputs.
i) )(5 tx
ii) )1(5.0)1(5.0 txtx
iii) )1()1( txtx
iv) )(3
)( tx
dt
tdx
y(t)
t
1
1
1
y(t)
t
1
1
1
Figure P3: CT output y(t) for problem 3.
4. For a DT linear, time invariant (LTI) system, an input x[k] produces output y[k] shown in Fig. P2.7. Sketch
the outputs for the following set of inputs.
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  1. The following CT systems are described using their input-output relationships between the input signal x ( t ) and output y ( t ). Determine if the CT systems are: (i) linear; (ii) time-invariant; (iii) stable; and (iv) causal. i) y t ( ) x t ( 2)

ii) (^) y t ( ) tx t ( 10)

iii) (^) ( ) 0 t< ( ) ( 5) t 0

y t x t x t

° ® °¯ ^ ^ t

iv) y ( t ) x ( ) d 2 x ( t )

o

o

t

t

³ O O^ 



v) 3 5 3 () 2 2 () 1

2 2

2 3

3 4

4      xt  dt

d x yt dt

dy dt

d y dt

d y dt

d y

  1. The following DT systems are described using their input-output relationships between the input signal x [ k ] and output y [ k ]. Determine if the DT systems are: (i) linear; (ii) time-invariant; (iii) stable; and (iv) causal. i) y [ k ] 0. 5 x [ 2  6 k ] 0. 5 x [ 2  6 k ]

ii) [ ] [ ] 2 | []|

2

2

y k xm x k

k

m k

¦^ 



 iii) y [ k ] 2 x [ k ] iv) y [ k ] 5 y [ k  1 ] 9 y [ k  2 ] 5 y [ k  3 ] y [ k  4 ] 2 x [ k ] 4 x [ k  1 ] 2 x [ k  2 ]

  1. For a CT linear, time invariant (LTI) system, an input x ( t ) produces output y ( t ) shown in Fig. P2.6. Sketch the outputs for the following set of inputs. i) 5 x ( t ) ii) 0. 5 x ( t  1 ) 0. 5 x ( t  1 ) iii) x ( t  1 ) x ( t  1 )

iv) 3 ()

xt dt

dx t 

y ( t )

t

y ( t )

t

Figure P3: CT output y ( t ) for problem 3.

  1. For a DT linear, time invariant (LTI) system, an input x [ k ] produces output y [ k ] shown in Fig. P2.7. Sketch the outputs for the following set of inputs.

i) 4 x [ k − 1 ] ii) 0. 5 x [ k − 2 ]+ 0. 5 x [ k + 2 ] iii) x [ k + 1 ]− 2 x [ k ]+ x [ k − 1 ] iv) x [ − k ] y [ k ]

k

y [ k ]

k

Figure P4: DT output y [ k ] for problem 4.

  1. Determine if the following CT systems are invertible. If yes, find the inverse systems.

i) y ( t )= 3 x ( t + 2 )

ii) =∫ τ−

t yt x tdt 0

iii) y ( t )= x ( t ) iv) y ( t )=cos( 2 π t )

  1. Determine if the following DT systems are invertible. If yes, find the inverse systems.

i) y [ k ]= ( k + 1 ) x [ k + 2 ]

ii) ∑

=

k

m

yk xm 0

[ ] [ 2 ]

iii) y [ k ]= x [ k + 2 ]+ 2 x [ k + 1 ]− 6 x [ k ]+ 2 x [ k − 1 ]+ x [ k − 2 ] iv) y [ k ]+ 2 y [ k − 1 ]+ y [ k − 1 ]= x [ k ]

  1. For each of the following differential equations modeling an LTIC system, determine the zero-input response, zero-output response and overall response of the systems for the specified input x ( t ) and initial conditions. What is the steady state response of the LTIC system?

i) y t &&( ) + 4 y t & ( ) + 8 y t ( ) = x t & ( ) + x t ( ) with x t ( ) = e −^4 tu t ( ), y (0) = 0, and y &(0) =0. ii) (^) y t &&( ) (^) + 6 y t & (^) ( ) + 4 y t ( ) = x t & (^) ( ) + x t ( ) with x t ( ) = cos(6 ) ( ), t u t y (0) = 2, and y &(0) =0. iii) y t &&( ) + 4 y t ( ) = 5 ( ) x t with x t ( ) = 4 tetu t ( ), y (0) = − 2, and y &(0) =0. iv) &&&& y t ( )^ + 2 && y t ( )^ + y t ( ) = x t ( ) with x t ( ) = 2 ( ), u t y (0) = 0, and y &(0) =1.

  1. Determine the output^ y ( t ) for the following pairs of input signals^ x ( t ) and impulse responses^ h ( t ). i) x ( t )= u ( t ) h ( t )= u (− t ) ii) (^) x ( t )= u ( t )− 2 u ( t − 1 )+ u ( t − 2 ) h ( t )= u ( t + 1 )− u ( t − 1 ) iii) x ( t )= e^2 t^ u (− t ) h ( t )= e −^3 tu ( t )

iv) x ( t )= sin( 2 π t )( u ( t − 2 )− u ( t − 5 )) h ( t )= u ( t )− u ( t − 2 )

  1. Determine whether the LTIC systems characterized by the following impulse responses are memoryless, causal and stable. Justify your answer.