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Reduced Complexity LSF Vector Quantization with Switched-Adaptive Prediction


Petrinović, Davorka; Petrinović, Davor
Reduced Complexity LSF Vector Quantization with Switched-Adaptive Prediction // Proceedings of the 3rd International Symposium on Image and Signal Processing and Analysis (ISPA 2003) / S.Lončarić, A. Neri, H. Babić (ur.).
Rim: Fakultet elektrotehnike i računarstva u Zagrebu i University of ROMA TRE, 2003. str. Vol II, 1039-1044 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Reduced Complexity LSF Vector Quantization with Switched-Adaptive Prediction

Autori
Petrinović, Davorka ; Petrinović, Davor

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 3rd International Symposium on Image and Signal Processing and Analysis (ISPA 2003) / S.Lončarić, A. Neri, H. Babić - Rim : Fakultet elektrotehnike i računarstva u Zagrebu i University of ROMA TRE, 2003, Vol II, 1039-1044

Skup
International Symposium on Image and Signal Processing and Analysis, ISPA'03

Mjesto i datum
Rim, Italija, 18-20-09.2003

Vrsta sudjelovanja
Poster

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Vector linear prediction; sparse matrices; complexity reduction; LSF quantization

Sažetak
A modification of a classical Predictive Vector Quantization (PVQ) technique with switched-adaptive prediction for line spectrum frequencies (LSF) quantization is proposed in this paper, enabling significant reduction in complexity. Lower complexity is achieved through use of higher number of switched prediction matrices but with reduced number of their non-zero elements. The structures of such matrices and optimal matrix elements are obtained to maximize the quantizer closed-loop prediction gain. A comparison of the proposed quantizer to the ones with full prediction matrices as well as to the quantizer incorporating diagonal matrices is given. The effectiveness of the proposed approach is shown and the trade-off between complexity and quality of the quantizer is analyzed.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA


Projekt / tema
0036028
0036029
0036054

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb