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Assignment on Data Transmission: Calculating Probabilities and Delays, Study notes of Mathematics

A university assignment focusing on data transmission. It includes calculations of probabilities of being in certain states based on given parameters, as well as calculations of processing, transmission, propagation, and queuing delays. The assignment involves solving a system of equations and interpreting the results.

Typology: Study notes

2021/2022

Uploaded on 09/27/2022

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Assigment 1
February 5, 2016
1
1. 2 Mbps / 200 Kbps = 10 users
2. ๎˜€50
5๎˜0.0150.9945
3. 1โˆ’๎˜€50
n๎˜P20
n=0 0.01n0.9950โˆ’n
2
1. Rร—ddrop = 1106(5000103/2.7108)=1.85104bits
2. As 1.85ร—104bits < 50000, then the maximum number of bits is :1.85ร—104bits. or dprop/(dtrans (1bit)) :
1.85 โˆ—10โˆ’2/10โˆ’6 = 1.85 โˆ—104
3. linkLength
[dprop/dtrans (1bit)] = 5 โˆ—106/(1.85 โˆ—104) = 270m
4. linkLength
[dprop/dtrans (1bit)] =(m/1)
[(m/s)
1/R ]=s/R
3
โ€ขP0= (1 โˆ’P)N
โ€ขPm=๎˜€N
m๎˜pm(1 โˆ’p)Nโˆ’m
โ€ขPtr =Pm
n=0 ๎˜€N
n๎˜pn(1 โˆ’p)Nโˆ’n
โ€ขPk= (1 โˆ’Ptr )kโˆ’1Ptr
โ€ขLet random variable T represent the number of times that A has to send the file to get it accepted
at B. We have, E[T] = Pโˆž
k=1 kPk=Pโˆž
k=1 k(1 โˆ’Ptr)kโˆ’1Ptr =1
Ptr .
4
Figure 1: part 1
Assignment โ„–1 Page 1 / 3
pf3

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Assigment 1

February 5, 2016

  1. 2 Mbps / 200 Kbps = 10 users

5

n

n=0 0.^01 n^0.^9950 โˆ’n

  1. R ร— ddrop = 110^6 (500010^3 / 2. 7108 ) = 1. 85104 bits
  2. As 1. 85 ร— 104 bits < 50000 , then the maximum number of bits is : 1. 85 ร— 104 bits. or dprop/(dtrans(1bit)) :
    1. 85 โˆ— 10 โˆ’ 2 / 10 โˆ’6 = 1. 85 โˆ— 104
  3. (^) [dproplinkLength/dtrans(1bit)] = 5 โˆ— 106 /(1. 85 โˆ— 104 ) = 270m
  4. (^) [dproplinkLength/dtrans(1bit)] = (^) [( (m/m/s1)) 1 /R ]^

= s/R

โ€ข P 0 = (1 โˆ’ P )N

  • Pm =

(N

m

pm(1 โˆ’ p)N^ โˆ’m

  • Ptr =

โˆ‘m n=

(N

n

pn(1 โˆ’ p)N^ โˆ’n

  • Pk = (1 โˆ’ Ptr)kโˆ’^1 Ptr
  • Let random variable T represent the number of times that A has to send the file to get it accepted at B. We have, E[T ] =

k=1 kPk^ =^

k=1 k(1^ โˆ’^ Ptr)kโˆ’^1 Ptr^ =^

1 Ptr.

Figure 1: part 1

  • We are in state S 0 at time k = 1, when there is no arrival in the first transition step, and it follows

that: P 0 (1) = 1 โˆ’ Pa

  • We are in state S 1 at time k = 1, when there is an arrival in the first transition step, and it follows

that: P 1 (1) = Pa

  • We can not reach state S 2 from S 0 in 1 transition step, and it follows that: P 2 (1) = 0
  • We have:

P 0 (1) = (1 โˆ’ Pa)P 0 + PlP 1 P 1 (1) = PaP 0 + (1 โˆ’ Pa โˆ’ Pl)P 1 + PlP 2 P 2 (1) = PaP 1 + (1 โˆ’ Pl)P 2

  • We have to solve the system of equation:

P 0 (1) = (1 โˆ’ Pa)P 0 + PlP 1 P 1 (1) = PaP 0 + (1 โˆ’ Pa โˆ’ Pl)P 1 + PlP 2 P 2 (1) = PaP 1 + (1 โˆ’ Pl)P 2 Under the condition that:

P 0 + Pl + P 2 = 1 Using the equation

P 0 = (1 โˆ’ Pa)P 0 + PlP 1

We obtain that: P 1 = Pa Pl

P 0 = ฯP 0

For ฯ = P Pal Using this result in the equation

P 1 = PaP 0 + (1 โˆ’ Pa โˆ’ Pl)P 1 + PlP 2

we obtain that P 2 = ฯ^2 P 0

Finally, using the condition that

P 0 = (1 โˆ’ Pa)P 0 + PlP 1 We get that

P 0 =

1 + ฯ + ฯ^2 =^

1 โˆ’ ฯ 1 โˆ’ ฯ^3

  • Using results of (f), the steady state probabilities are:

P 0 =

1 + ฯ + ฯ^2 =^

1 โˆ’ ฯ 1 โˆ’ ฯ^3 P 1 = ฯ

1 + ฯ + ฯ^2 =^

1 โˆ’ ฯ 1 โˆ’ ฯ^3 P 1 = ฯ^2

1 + ฯ + ฯ^2 =^

1 โˆ’ ฯ 1 โˆ’ ฯ^3