Consider the procedure described in Section 9.3 for estimating average delay d i . Suppose that u

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Consider the procedure described in Section 9.3 for estimating average delay di. Suppose that u = 0.1. Let r1 – t1 be the most recent sample delay, let r2 – t2 be the next most recent sample delay, and so on. 

a. For a given audio application suppose four packets have arrived at the receiver with sample delays r4 – t4, r3 – t3, r2 – t2, and r1 – t1. Express the estimate of delay d in terms of the four samples. 

b. Generalize your formula for n sample delays. 

c. For the formula in part (b), let n approach infinity and, give the resulting formula. Comment on why this averaging procedure is called an exponential moving average.

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