Solution Manual for Probability, Statistics, and Random Processes Chapter 5: Random Vector, Exams of Probability and Statistics

Access comprehensive solutions for Chapter 5, covering key topics like random vectors, Poisson processes, Markov chains, and Gaussian random variables. This guide provides step-by-step explanations for problems related to joint distributions, correlation functions, and stochastic processes to help you master advanced probability concepts .

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2025/2026

Available from 03/19/2026

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Download Solution Manual for Probability, Statistics, and Random Processes Chapter 5: Random Vector and more Exams Probability and Statistics in PDF only on Docsity!

  • CHAPTERj

Locatejthejcentroidjofjthejplanejareajshown.

SOLUTION

Xj (11jin

2

j)j=j11.5jin

3

Yj (11jin

2

j)j=j39.5jin

3

A ,jin

2

xj ,jin. yj ,jin. xjA ,in

3

yjA ,in

3

Locatejthejcentroidjofjthejplanejareajshown.

SOLUTION

Areaj1:j Rectanglej 42 jmmjbyj 44 jmm.

Areaj2:j Trianglej bj =j 18 jmm,j hj =j 12 jmm.jA

reaj3:j Trianglej bj =j 24 jmm,j hj =j 12 jmm.

Then Xj j Aj =jj xjA

Xj (1596jmm

2

j)j=j 4536 jmm

3

and Yj j Aj =jj yA

Yj (1596jmm

2

j)j=j39,j 648 jmm

3

A ,jmm

2

xj ,jmm yj ,jmm xA ,jmm

3

yA ,jmm

3

1 42 jj 44 j=j 1848 3 22 5544 40,

−j

1 j

 18 j 12 j=j− 108 j

2

−j

1 j

j 24 j 12 j=j− 144 j 2 16 4 - 2304 - 576

Locatejthejcentroidjofjthejplanejareajshown.

SOLUTION

Areaj1:j Rectanglej 6 jin.jbyj 4 jin.

Areaj2:j Trianglej bj =j 6 jin.,j hj =j 3 jin.

Xj (33jin

2

j)j=j 108 jin

3

Yj (33jin

2

j)j=j 93 jin

3

A ,jin

2

xj ,jin yj ,jin xjA ,in

3

yjA ,in

3

Locatejthejcentroidjofjthejplanejareajshown.

SOLUTION

Then XAj =j xjA

YAj =j yjA

Xj (7200jmm

2

j)j=j−72.000j 10

3

j mm

3

Xj =j−10.00jmmj ◀

Yj (7200jmm

2

j)j=j629.83 10

3

j mm

3

A ,jmm

2

xj ,jmm yj ,jmm xjA ,jmm

3

yjA ,jmm

3

(60)(120)j=j 7200

  • 30 60 − 216 j 10

3

432 j 10

3

j

(60)

2

j =j2827.

4

72.000jj 10

3

269.83jj 10

3

−j

j

(60)

2

j =j−2827.4j 4

  • 25.465 25. 72.000jj 10

3

−72.000j 10

3

−72.000j 10

3

629.83jj 10

3

Locatejthejcentroidjofjthejplanejareajshown.

SOLUTION

Then Xj =j

j xAj

3200 jin

3

j A 1948.23jin

2

Yj =j

j Aj

=j

1948.23jin

2

j yA 34,j 021 jin

3

A ,jin

2

xj ,jin. yj ,jin.

xjA ,jin

3

yjA ,jin

3

j

(38)

2

j =j2268.

2

− 20 j 16 j=j 320 − 10 8 3200 − 2560

Locatejthejcentroidjofjthejplanejareajshown.

SOLUTION

Areaj1:j Squarej 75 jmmjbyj 75 jmm.

Areaj2:j Quarterjcirclejradiusjofj 75 jmm.

A ,jmm

2

xj ,jmm yj ,jmm

xjA ,jmmj

3

yjA ,jmmj

3

1 75 jj 75 j=j 5625 37.5 37.5 210,938 210,

−j

j

j 75

2

j =j−4417.9j 4

Thenj byjsymmetry

Xj =j Yj =j

j xjA

j A

Xj (1207.14jmm

2

j)j=j20,j 223 jmm

3

Xj =j Yj =j16.75jmmj ◀

Locatejthejcentroidjofjthejplanejareajshown.

SOLUTION

A ,jmm

2

xj ,jmm yj ,jmm

xjA ,jmm

3

yjA ,jmm

3

2 j

(75)(120)j=j 6000

3

−j

1 j

(75)(60)j=j− 2250

2

Then Xj j Aj =j xA

and

Xj (3750jmm

2

j)j=j112,500jmm

3

YjAj =jj yA

or

Xj =j30.0jmm

Yj (3750jmm

2

j)j=j243,j 000 jmm

3

or

Yj =j64.8jmm

Locatejthejcentroidjofjthejplanejareajshown.

SOLUTION

Areaj1:j Outerjsemicirclejdiameterj 120 jmm.jArea

j2:j Innerjsemicirclejdiameterj 72 jmm.

A ,jmm

2

xj ,jmm yj ,jmm xA ,jmm

3

yA ,jmm

3

j

(120)

2

j =j22,j 620

2

  • 50.93 0 −1152.04j 10

3

−j

j

(72)

2

j =j−8143.

2

248.80j 10

3

 14,477 −903.20j 10

3

Then XAj =j xA

Xj (14,j 477 jmm

2

j)j=j−903.20j 10

3

j mm

3

YAj =j yA

Xj =j−62.4jmmj ◀

Yj =j 0 j ◀

Locatejthejcentroidjofjthejplanejareajshown.

SOLUTION

Firstjnotejthatjsymmetryjimplies Xj =j 0 j ◀

3

Then

j A 12.9106jm

2

A ,jm

2

yj ,mj yA ,jm

3

4 j

j4.5jj 3 j=j 18

3

2 −j

j

2

j=j−5.0894j

Locatejthejcentroidjofjthejplanejareajshown.

SOLUTION

Then XAj =jj xjA

YAj =j yjA Yj (7454.9jmm

2

j)j=j141,j 290 jmmj

3

Xj =j 0 jmmj

Yj =j18.95jmmj

A ,jmm

2

xj ,jmm yj ,jmm xjA ,jmm

3

yjA ,jmm

3

1 j

(120)(90)j=j 5400

2

j

(60j j 2 j)

2

j =j5654.

4

−j

1 j

(120)(60)j=j− 3600

2

Showj thatj asj r 1

j approachesj r 2

,j thej locationj ofj thej centroidjappr

oachesjthatjforjanjarcjofjcirclejofjradiusj ( r 1

j+j r 2

j)/2.

3

2 1

Aj = −j r − −j r

j

j

2 j

j

1

j−j 2

j

YjAj =jj yA

j 2

= r −j r cosj

= −j r −j r

j

−j

j j

2

2 j

j

2

j j 2 1

2 1 j

r −j r

3

j 2 jcos 

j

r

2

cos

3 3

2

1 j j 

2

2 1

Yj =

2 j j r −j r

2 2

2

Aj = −j

2

Similarly,

=j

2 j

r

cosj

−j

FromjFigurej5.8A:

SOLUTION

2 2

Now

2

3 j

2

j

y =

sinj

(j

j

−jj

−j r −j j r

Aj = −j r

and

First,jdeterminejthejlocationjofjthejcentroid.

rj

2

−j

2

2

 2 cosj

−j

−j r

cosj

Then

Y −j r −j r = r −j r cosj

j

−j

2

j j −j 2 

Sojthat

Injthejlimitjasj  0 j(i.e.,j r 1

j=j r 2

j),j then

1 2

whichjagreesjwithjEquationj(1).

and

1 2

2

1

or Yj =j( rj +j rj )j

cosj j

j

−j

1 2

Yj =j

2 j

j

3 j

( rj +j rj )j

cos

(j

2 j

−jj)

Then

=j

3 j

j

1 j

( rj +j rj )

= r

2 1

r

2

j −j r

2

3 3

r −j r

2

2

(j

j −jj)

1

=j

1 j

( rj +j rj )j

cos

2

r

2

j −j r

2

Let

sin(

j −jj) 1

Yj = ( r

1 j

+j r

2 j

1 2

UsingjFigurej5.8B,j Yj ofjanjarcjofjradiusj

1 j

( rj +j rj )jis

PROBLEMj5.17j (Continued)

j 2 1 j j

2

1 j 2 j 1 j

r

2 j

+j r

1

2

r +j rjrj +j r

2

( r

2 j

−j r

1 j

)( r

2 j

+j r

1 j

2 1

2 1 j

Now

2 1

2 2

( rj −j rj )j r +j rjrj +j r

r

3

j−j r

3

2 1 2 1

r

2 j

=j rj +j

r

1 j

=j rj −j