Original practice · fully worked
Original variant: expected data-transmission load
A field sensor chooses compression level C=1 with probability 0.60 and C=2 with probability 0.40. Conditional on C=1, the transmitted block count B is 3 with probability 0.75 and 5 otherwise. Conditional on C=2, B is 3 with probability 0.25 and 5 otherwise. Transmission load is L=CB. Calculate E[L].
- A
5.30 - B
5.46 - C
5.70 - D
6.25 - E
10.00
Answer and calculation
Conditioning on compression level gives mean loads 3.5 and 9.0. Weighting them by 0.60 and 0.40 gives 5.70, so choice C is correct.
Setup
Setup
Compute the conditional mean block count under each compression level.
E[B∣C=1]=3(0.75)+5(0.25)=3.5 E[B∣C=2]=3(0.25)+5(0.75)=4.5 Model
Model
Apply conditional expectation to the product L=CB.
E[L]=c=1∑2Pr(C=c)cE[B∣C=c] Compute
Compute
Weight the two conditional load means by their level probabilities.
E[L]=0.60(1)(3.5)+0.40(2)(4.5) E[L]=2.10+3.60=5.70 Answer
Answer
The mean transmission load is 5.70.
5.70(C)