|3/2018 - 17|
Three-Level Delta Modulation with Second-Order Prediction for Gaussian Source CodingPERIC, Z. , DENIC, B. , DESPOTOVIC, V.
|Click to see author's profile in SCOPUS, IEEE Xplore, Web of Science|
|Download PDF (1,319 KB) | Citation | Downloads: 339 | Views: 1,148|
delta modulation, Huffman coding, predictive coding, speech coding, signal to noise ratio
coding(8), speech(6), adaptive(6), signal(5), modulation(5), delta(5), source(4)
Blue keywords are present in both the references section and the paper title.
About this article
Date of Publication: 2018-08-31
Volume 18, Issue 3, Year 2018, On page(s): 125 - 130
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2018.03017
Web of Science Accession Number: 000442420900017
SCOPUS ID: 85052104039
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.
|References|||||Cited By «-- Click to see who has cited this paper|
| N. S. Jayant, P. Noll, Digital Coding of Waveforms. New Jersey, Prentice Hall, Chapter 4, pp. 115-188, Chapter 8, pp. 372-417, 1984.
 K. Sayood, Introduction to Data Compression. San Francisco, Elsevier Science, Chapter 9, pp. 227-270, 2005.
 W. C. Chu, Speech Coding Algorithms: Foundation and Evolution of Standardized Coders. John Wiley & Sons, New Jersey, Chapter 5, pp. 143-158, 2003.
 D. G. Zrilic, Circuits and Systems Based on Delta Modulation. Springer, Chapter 1, pp. 1-27, 2005.
 J. D. Gibson, "Speech compression," Information, vol. 7, no. 32, pp. 1-22, 2016.
[CrossRef] [Web of Science Times Cited 18] [SCOPUS Times Cited 21]
 B. S. Atal, "The history of linear prediction," IEEE Signal Process., vol. 23, no. 2, pp. 154-161, 2006.
[CrossRef] [Web of Science Times Cited 46] [SCOPUS Times Cited 62]
 G. S. Tombras, "New adaptation algorithm for a two-digit adaptive delta modulation system," International Journal of Electronics, vol. 68, no. 3, pp. 343-349, 1990.
[CrossRef] [Web of Science Times Cited 11] [SCOPUS Times Cited 11]
 E. A. Prosalentis, G. S. Tombras, "2-bit adaptive delta modulation system with improved performance," EURASIP Journal on Advances in Signal Processing, Article ID 16286, 2007.
[CrossRef] [Web of Science Times Cited 5] [SCOPUS Times Cited 6]
 Z. Peric, B. Denic, V. Despotovic, "Multilevel delta modulation with switched first-order prediction for wideband speech coding," Elektronika IR Elektotechnika, vol. 24, no. 1, pp. 46-51, 2018.
[CrossRef] [Web of Science Times Cited 2] [SCOPUS Times Cited 2]
 B. Denic, Z. Peric, V. Despotovic, "Three-level delta modulation for Laplacian source coding," Advances in Electrical and Computer Engineering, vol.17, no. 1, pp. 95-102, 2017.
[CrossRef] [Full Text] [Web of Science Times Cited 5] [SCOPUS Times Cited 5]
 Z. Xia, X. Wang, X. Sun, B. Wang, "Steganalysis of least significant bit matching using multi-order differences," Security and Communication Networks, vol. 7, no. 8, pp. 1283-1291, 2014.
[CrossRef] [Web of Science Times Cited 293] [SCOPUS Times Cited 304]
 Z. Xia, X. Wang, X. Sun, Q. Liu, N. Xiong, "Steganalysis of LSB matching using differences between nonadjacent pixels," Multimedia Tools and Applications, vol. 75, no. 4, pp. 1947-1962, 2016.
[CrossRef] [Web of Science Times Cited 359] [SCOPUS Times Cited 355]
 B. Denic, Z. Peric, V. Despotovic, N. Vucic, "Forward adaptive Laplacian source coding based on the restricted quantization," Information Technology and Control, vol. 47, no. 2, pp. 209-219, 2018.
[CrossRef] [Web of Science Times Cited 3] [SCOPUS Times Cited 3]
 J. Wu, Y. Wang, L. Ding, X. Liao, "Improving performance of network covert timing channel through Huffman coding," Mathematical and Computer Modelling, vol. 55, no. 1-2, pp. 69-79, 2012.
[CrossRef] [Web of Science Times Cited 26] [SCOPUS Times Cited 44]
 M. Dincic, Z. Peric, "Design of quantizers with Huffman coding for Laplacian source," Elecrtonika IR Electrotechnika, vol. 106, no. 10, pp. 129-132, 2010.
 S. Na, "Asymptotic formulas for variance-mismatched fixed-rate scalar quantization of a Gaussian source," IEEE Trans. Signal Process., vol. 59, no. 5, pp. 2437-2441, 2011.
[CrossRef] [Web of Science Times Cited 29] [SCOPUS Times Cited 31]
 J. Nikolic, Z. Peric, "Lloyd-Max's algorithm implementation in speech coding algorithm based on forward adaptive technique," Informatica, vol. 19, no. 2, pp. 255-270, 2008.
 A. Ortega, M. Vetterly, "Adaptive scalar quantization without side information," IEEE Trans. on Image Processing, vol. 6, no. 5, pp. 665-676, 1997.
[CrossRef] [Web of Science Times Cited 38] [SCOPUS Times Cited 48]
 V. Despotovic, Z. Peric, L. Velimirovic, V. Delic, "DPCM with forward gain-adaptive quantizer and simple switched predictor for high quality speech signals," Advances in Electrical and Computer Engineering, vol. 10, no. 4, pp. 95-98, 2010.
[CrossRef] [Full Text] [Web of Science Times Cited 10] [SCOPUS Times Cited 11]
 S. Gazor, W. Zhang, "Speech probability distribution," IEEE Signal Process. Letters, vol. 10, no. 7, pp. 204 - 207, 2003.
[CrossRef] [Web of Science Times Cited 176] [SCOPUS Times Cited 220]
 J. Nikolic, Z. Peric, A. Jovanovic, "Novel approximations for the Q-function with application in SQNR calculation," Digital Signal Processing, vol. 65, pp. 71-80, 2017.
Web of Science® Citations for all references: 1,021 TCR
SCOPUS® Citations for all references: 1,123 TCR
Web of Science® Average Citations per reference: 46 ACR
SCOPUS® Average Citations per reference: 51 ACR
TCR = Total Citations for References / ACR = Average Citations per Reference
We introduced in 2010 - for the first time in scientific publishing, the term "References Weight", as a quantitative indication of the quality ... Read more
Citations for references updated on 2021-01-15 11:31 in 111 seconds.
Note1: Web of Science® is a registered trademark of Clarivate Analytics.
Note2: SCOPUS® is a registered trademark of Elsevier B.V.
Disclaimer: All queries to the respective databases were made by using the DOI record of every reference (where available). Due to technical problems beyond our control, the information is not always accurate. Please use the CrossRef link to visit the respective publisher site.
Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania
All rights reserved: Advances in Electrical and Computer Engineering is a registered trademark of the Stefan cel Mare University of Suceava. No part of this publication may be reproduced, stored in a retrieval system, photocopied, recorded or archived, without the written permission from the Editor. When authors submit their papers for publication, they agree that the copyright for their article be transferred to the Faculty of Electrical Engineering and Computer Science, Stefan cel Mare University of Suceava, Romania, if and only if the articles are accepted for publication. The copyright covers the exclusive rights to reproduce and distribute the article, including reprints and translations.
Permission for other use: The copyright owner's consent does not extend to copying for general distribution, for promotion, for creating new works, or for resale. Specific written permission must be obtained from the Editor for such copying. Direct linking to files hosted on this website is strictly prohibited.
Disclaimer: Whilst every effort is made by the publishers and editorial board to see that no inaccurate or misleading data, opinions or statements appear in this journal, they wish to make it clear that all information and opinions formulated in the articles, as well as linguistic accuracy, are the sole responsibility of the author.