System and method for fixed rate entropy coded scalar quantization
View Patent ↗A system and method combine an entropy coding algorithm like Huffman or arithmetic coding with a fixed length coding scheme and can improve the compression performance in a fixed rate compression scheme. The fixed length code assigns codes with a fixed length to symbols that have the highest probability of occurrence. Therefore, fixed length coding is used if all symbols in the sequence are from the set of symbols that have the highest probability values. Otherwise an entropy coding algorithm (e.g. Huffman coding) is used to encode quantized symbols.
1. A fixed rata data encoder which compresses a fixed number of input samples into a fixed number of bits, comprising:
a quantization logic configured to quantize a sample;
a coding logic configured to receive and code the quantized sample, the coding logic including more than one coding logics, wherein
a first coding logic includes an entropy coding;
a second coding logic includes a coding logic that assigns shorter or equal length code words to symbols with a probability higher than other symbols and results in a higher bit rate than the entropy coding if used in a variable rate lossless coding of the samples if the probability distribution of the samples remains unchanged over time; and
a packet builder, communicatively coupled to the coding logic, configured to build a packet with the encoded samples.
2. The encoder of claim 1 , wherein the entropy coding logic includes a Huffman coding logic, an arithmetic coding logic, a universal coding logic, or a Golomb coding logic.