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On the stability of LPC-based modelings
Pedro Cheong; Chang K.F.; Ting S.W.; Tam K.W.
2002-12-01
Conference NameInternational Conference on Telecommunications
Source PublicationProceeding of the International Conference on Telecommunications
Volume1
Pages245-248
Conference Date2002-12-01
Conference Placen/a
Abstract

In this paper, the existence of unstable regions of two modified linear predictive coding (LPC) models are shown by numeral examples in order to contrast the conventional ones. The instability due to the excess model parameter reduction in the transfer function denominators is the trade-off of SER improvement. In comparison with the traditional LPC modeling, the two studied modelings can at least double the order of their transfer functions, provided that an improvement in the SER is achieved. In order to demonstrate the effects of parameter reductions, the models are simulated by random generated sets of predictor coefficients with p = 5. Experimental results show that there exist some regions where no stable pole can be obtained inside. This pole stability criterion can be used to design the filter for modern communication system.

URLView the original
Language英語English
Fulltext Access
Document TypeConference paper
CollectionDEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
Corresponding AuthorPedro Cheong
AffiliationUniversidade de Macau
First Author AffilicationUniversity of Macau
Corresponding Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Pedro Cheong,Chang K.F.,Ting S.W.,et al. On the stability of LPC-based modelings[C], 2002, 245-248.
APA Pedro Cheong., Chang K.F.., Ting S.W.., & Tam K.W. (2002). On the stability of LPC-based modelings. Proceeding of the International Conference on Telecommunications, 1, 245-248.
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