Title :
Embedded trellis coded quantization
Author :
Brunk, Hugh ; Farvardin, Nariman
Author_Institution :
Dept. of Electr. Eng., Maryland Univ., College Park, MD, USA
fDate :
30 Mar-1 Apr 1998
Abstract :
Embedded trellis coded quantization (E-TCQ) is introduced as an embedded quantization technique which achieves good rate-distortion performance for reasonable computational complexity. The performance of E-TCQ is investigated for memoryless Gaussian, Laplacian, and uniform sources. E-TCQ is shown to outperform multi-stage TCQ. For Gaussian and Laplacian sources the performance of ETCQ shows large gains over the performance of scalar embedded quantizers. In the case of a Gaussian source, the performance loss of E-TCQ compared with TCQ decreases with increasing number of trellis states
Keywords :
Gaussian processes; computational complexity; quantisation (signal); rate distortion theory; source coding; E-TCQ; Laplacian source; computational complexity; embedded source code; embedded trellis coded quantization; memoryless Gaussian source; performance; rate-distortion performance; scalar embedded quantizer; trellis states; uniform source; Amplitude modulation; Computational complexity; Decoding; Educational institutions; Government; Laplace equations; Performance gain; Performance loss; Quantization; Rate-distortion;
Conference_Titel :
Data Compression Conference, 1998. DCC '98. Proceedings
Conference_Location :
Snowbird, UT
Print_ISBN :
0-8186-8406-2
DOI :
10.1109/DCC.1998.672135