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Language & Communication

Why does lossless data compression achieve limited compression ratios?

A)Shannon coding limits average codewords
B)Quantization introduces signal degradation
C)Huffman codes exclude rare symbols
D)Entropy sets a theoretical bound

💡 Explanation

Lossless data compression is limited by the inherent information entropy of the data, because entropy defines the minimum average number of bits needed to represent the information. Therefore, achieving compression ratios beyond this limit would lose information, rather than preserving all the data as lossless compression requires.

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