Determine the minimum number of bits required to uniquely encode 26 letters, 10 symbols, and 10 numerals (total distinct characters) using a fixed-length binary code.
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A5
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B6
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C2
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D3
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ENone of the above
Answer
Correct Answer: 6
Explanation
Introduction / Context:Choosing code length is a basic information theory and coding design task. For a fixed-length binary code, the number of representable symbols is 2^n for n bits. We must cover all distinct characters with the smallest n.
Given Data / Assumptions:
- Alphabet size: 26 letters + 10 symbols + 10 numerals = 46 characters.
- Codewords are fixed-length and binary.
- No parity or extra control bits are required for this calculation.
Concept / Approach:Find the smallest integer n such that 2^n ≥ 46. Compute 2^5 = 32 and 2^6 = 64; therefore n = 6 satisfies the requirement, while n = 5 does not.
Step-by-Step Solution:
Calculate set size: N = 46.Check 2^5 = 32 < 46 (insufficient).Check 2^6 = 64 ≥ 46 (sufficient).Thus the minimum number of bits is 6.Verification / Alternative check:Even if some codes remain unused (64 − 46 = 18), 6 bits is still minimal; 5 bits cannot encode all 46 characters.
Why Other Options Are Wrong:
- 5: represents only 32 distinct values, insufficient.
- 2 or 3: far too small (4 or 8 values).
- None of the above: incorrect because 6 is correct.
Common Pitfalls:Forgetting to include symbols, confusing variable-length with fixed-length codes, or assuming exact power-of-two sizes are mandatory.
Final Answer:6