DocumentCode
3452706
Title
Packet loss replacement in VoIP using a low-order recursive linear prediction method
Author
Miralavi, S.R. ; Ghorshi, Seyed ; Mortazavi, Mohammad ; Pasha, Saleem
Author_Institution
Sch. of Sci. & Eng., Sharif Univ. of Technol., Tehran, Iran
fYear
2011
fDate
8-11 May 2011
Abstract
In real-time packet-based communication systems, one major problem is misrouted or delayed packets which results in degraded perceived voice quality. If packets are not available on time, the packet is known as lost packet. The easiest task of a network terminal receiver is to replace silence for the duration of lost speech segments. In a high quality communication system, to avoid quality reduction due to packet loss, a suitable method and/or algorithm is needed to replace the missing segments of speech. In this paper, we introduce a low order recursive linear prediction method for replacement of lost speech segment. In this method a normalized least mean square (NLMS) as an adaptive filter will be used to predict the excitation signal. The evaluation results show that this method has a lower mean square error (MSE) and higher signal to noise ratio (SNR) compared to the other methods.
Keywords
Internet telephony; least mean squares methods; MSE; NLMS; SNR; VOIP; low-order recursive linear prediction method; mean square error; normalized least mean square; packet loss replacement; packet-based communication systems; quality reduction; signal to noise ratio; voice over internet protocol; Adaptive filters; Equations; Mathematical model; Mean square error methods; Prediction algorithms; Signal to noise ratio; Speech; Low Order Linear Prediction; MSE; NLMS; Packet Loss; VoIP;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Computer Engineering (CCECE), 2011 24th Canadian Conference on
Conference_Location
Niagara Falls, ON
ISSN
0840-7789
Print_ISBN
978-1-4244-9788-1
Electronic_ISBN
0840-7789
Type
conf
DOI
10.1109/CCECE.2011.6030457
Filename
6030457
Link To Document