Multistage trellis coded quantisation (MS-TCQ) design and performance
A. Aksu, Masoud Salehi · IEE Proceedings - Communications · 1997
Multistage trellis coded quantisation (MS-TCQ) is developed as a constrained trellis source coding technique for successive refinement of information. The authors study the performance of two-stage trellis coded quantisers for Gaussian and uniform memoryless sources. Problems of appropriate trellis selection, output alphabet selection, and stage-by-stage design of the codebooks are addressed. Stagewise optimisation is done using the generalised Lloyd algorithm. Comparisons with two-dimensional multistage vector quantisation (MSVQ) indicate that up to 1.6 dB performance improvement can be achieved by using MS-TCQ. Another algorithm is also presented for the joint design of the stage codebooks to optimise the overall performance. It is shown that another 0.5 dB improvement can be achieved by employing the joint design algorithm.