文章基本信息

标题：Three-Level Delta Modulation with Second-Order Prediction for Gaussian Source Coding
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作者：Z. PERIC ; B. DENIC ; V. DESPOTOVIC 等
期刊名称：Advances in Electrical and Computer Engineering
印刷版ISSN：1582-7445
电子版ISSN：1844-7600
出版年度：2018
卷号：18
期号：3
页码：125-130
DOI：10.4316/AECE.2018.03017
出版社：Universitatea "Stefan cel Mare" Suceava
摘要：An adaptive three-level delta modulation with a switched second-order linear prediction is proposed in this paper, intended for encoding the time-varying signals modeled by Gaussian distribution. The input signal is processed frame-by-frame, and the adaptation of the quantizer is performed at the frame level. The signal at the output of quantizer is further processed using variable length encoder to decrease the bit rate. The performance is tested in speech coding, showing that the proposed algorithm provides much wider dynamic range and attains higher Signal to Noise Ratio with respect to the baselines, including CFDM, CVSDM and 2-bit Adaptive Delta Modulation.