What is the definition of a uniquely decodable code?
A uniquely decodable code is a code where every encoded message sequence has only one valid decomposition into codewords. The video emphasizes that prefix-freeness guarantees this property, but the converse is not required; a code can be uniquely decodable without being prefix-free.
Conditions
- Concerns decoding of concatenated codeword sequences at the receiver.
- The video does not state a formal symbolic definition beyond the examples and prose.
Reasoning, step by step
- Consider a received binary sequence formed by concatenating codewords.
- Attempt to segment the sequence into valid codewords from the code.
- Verify that there is only one possible valid segmentation.
- Conclude that the code is uniquely decodable.
Example
The video presents the code {0, 01, 011, 0111} as an example. Although it is not prefix-free, the sequence 0111 decodes uniquely as , because alternative splits like or leave invalid residual bits.
Common misconceptions
- Assuming that all uniquely decodable codes must be prefix-free.
- Confusing unique decodability with instantaneous decoding, which is a stricter operational property.
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Answers are generated from source material and independently checked. Consult the original video or creator if something is unclear.