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Generate the Huffman code for the sentence "COMMITTEE" Calculate entropy of the source, average length of the code generated, and coding efficiency.
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Solution:

Reorder in descending order:

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Average cade length = E no.ot bits for each symbol $\times$ its probability.

$ \begin{aligned}\\ =& 2(0.22)+2(0.22)+2(0.22)+3(0.11) \\\\ &+4(0.11)+4(0.11) \\\\ =& 0.44+0.44+0.44+0.33+0.44+0.44 \\\\ =& 2.53 \text { blts } \end{aligned} $

Average code length $=2.53 \mathrm{bits} /$ symbol

$ \begin{aligned}\\ H=-& \sum p_i \log _2 p_i \\\\ =-&\left(0.22 \log _2 0.22+0.22 \log _2 0.22\right.\\\\ &+0.22 \log _2 0.22+0.11 \log _2 0.11 \\\\ &\left.+0.11 \log _2 0.11\right)\\ \end{aligned}\\ $

$ \begin{aligned} =&-(-0.48056-0.48056-0.480 .56\\\\ &-0.3802-0.3502) \\\\ =& 2.142164\\ \end{aligned}\\ $

$ \text { Coding efficiency }=\frac{\text { Entropy }}{\text { Average code length }}\\ $

$ \begin{aligned} &=\frac{2.142164}{2.53} \\\\ &=0.846705 \\\\ &=84.67 \%\\ \end{aligned}\\ $

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