Title :
A uniform reconstruction level quantizer with improved performance at low bit rates
Author :
Rhee, Seunghyeon ; Kim, Yongkyu ; Jung, Hyun Meen ; Park, Kyu Tae
Author_Institution :
Dept. of Electron. Eng., Yonsei Univ., Seoul, South Korea
Abstract :
A modified uniform quantizer which gives better performance at low bit rates is introduced. Two other uniform quantizers are also analyzed in terms of rate-distortion characteristics. It is verified that better rate-distortion characteristics are obtained by using decision levels shifted from the midpoints of quantization intervals. The new decision levels give the optimum round off thresholds. Experimental results show that, applying Laplacian input source, the SNR is improved by 0.87 dB at 0.8 bits/sample compared with a widely used uniform quantizer
Keywords :
entropy; quantisation (signal); rate distortion theory; SNR improvement; decision levels; low bit rates; optimum roundoff thresholds; rate-distortion characteristics; uniform reconstruction level quantizer; Bit rate; Distortion; Entropy; Laplace equations; Quantization; Random variables; Rate-distortion; Signal processing; Signal to noise ratio; Tires;
Conference_Titel :
Circuits and Systems, 1996., IEEE Asia Pacific Conference on
Conference_Location :
Seoul
Print_ISBN :
0-7803-3702-6
DOI :
10.1109/APCAS.1996.569241