Title
Impact of FEC codes on speech communication quality using WB E-model algorithm
Date Issued
2019
Access level
metadata only access
Resource Type
conference paper
Author(s)
Federal University of Lavras
Publisher(s)
IEEE Computer Society
Abstract
In current communication systems, forward Error Correction (FEC) codes are used to decrease the information losses in the transmission channel to improve the signal quality in the reception point. The speech quality is affected by many factors being packet losses one of the most important. Currently, there are different speech quality assessment methods; for planning purposes, E-model algorithm is the most representative. However, it does not consider wireless network characteristics and techniques. Based on this fact, the main contribution of this work is to adapt the wide-band (WB) E-model algorithm to be able to evaluate the impact of FEC codes on speech quality. For this purpose, a function named GFECx(Ms,SNR) is proposed that quantifies the quality gain reached by FEC codes at different wireless channel conditions. This function is inserted into Ie,eff,WB impairment factor of the WB E-model algorithm. Experimental results demonstrated that the proposed solution gets a high correlation with results obtained by ITU-T Rec. P.863, reaching an average PCC and RMSE of 0.990 and 2.629, respectively. Thus, the methodology introduced in this research makes it possible to estimate the speech quality when FEC codes are implemented in a communication system.
Volume
2019-April
Language
English
OCDE Knowledge area
Telecomunicaciones
Subjects
Scopus EID
2-s2.0-85068579296
ISBN
9781728101170
Source
IFIP Wireless Days
Resource of which it is part
IFIP Wireless Days
ISSN of the container
21569711
ISBN of the container
978-172810117-0
Sponsor(s)
This work was supported by CAPES and Alexander von Humboldt foundations, Fundaão de Amparo à Pesquisa do Estado de São Paulo (FAPESP) under Grant 2015/25512-0 and Grant 2015/24496-0, and Deutsches Forschungszen-trum für Künstliche Intelligenz (DFKI)
Sources of information:
Directorio de Producción Científica
Scopus