文章基本信息

标题：Three-Level Delta Modulation for Laplacian Source Coding
本地全文：下载
作者：B. DENIC ; Z. PERIC ; 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：2017
卷号：17
期号：1
页码：95-102
DOI：10.4316/AECE.2017.01014
出版社：Universitatea "Stefan cel Mare" Suceava
摘要：This paper proposes a novel solution for coding of time varying signals with Laplacian distribution, which is based on delta modulation and three-level quantization. It upgrades the conventional scheme by introducing the quantizer with variable length code. Forward adaptive scheme is used, where the adaptation to the signal variance is performed on frame-by-frame basis. We employ configurations with simple fixed first-order predictor and switched first-order predictor utilizing correlation. Furthermore, we propose different methods for optimizing predictor coefficients. The configurations are tested on speech signal and compared to an adaptive two-level and four-level delta modulation, showing that proposed three-level delta modulation offers performance comparable to a four-level baseline with significant savings in bit rate.