DocumentCode
353056
Title
MSVQ design for packet networks with application to LSF quantization
Author
Khalil, Hosam ; Rose, Kenneth
Author_Institution
Dept. of Electr. & Comput. Eng., California Univ., Santa Barbara, CA, USA
Volume
5
fYear
2000
fDate
2000
Firstpage
2597
Abstract
The design of a multi-stage vector quantizer (MSVQ) based source-channel coding system is optimized for packet networks. Resilience to packet loss is further enhanced by a proposed interleaving approach that ensures that a single lost packet only eliminates a subset of the vector stages. The design is optimized while taking into account compression efficiency, packet loss rate, and the interleaving technique in use. The new source-channel-optimized MSVQ is tested on memoryless line spectral frequency (LSF) parameter quantization in speech coders. A source-channel-optimization MSVQ is shown to yield a gain of up to 2.0 dB in SNR, for coding the LSFs, over traditional MSVQ and to substantially enhance the robustness of packetized speech transmission. Although the formulation is given in the context of packet networks, the work is directly extendible to the broader category of erasure channels
Keywords
combined source-channel coding; memoryless systems; optimisation; packet switching; spectral analysis; telecommunication networks; vector quantisation; vocoders; LSF quantization; MSVQ design; SNR; compression efficiency; erasure channels; interleaving approach; line spectral frequency; memoryless LSF parameter quantization; multi-stage vector quantizer; packet loss rate; packet loss resilience; packet networks; packetized speech transmission; source-channel coding system; source-channel-optimized MSVQ; speech coders; Application software; Decoding; Design optimization; Interleaved codes; Laboratories; Quantization; Resilience; Robustness; Signal design; Speech coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location
Istanbul
ISSN
1520-6149
Print_ISBN
0-7803-6293-4
Type
conf
DOI
10.1109/ICASSP.2000.860994
Filename
860994
Link To Document