Design of channel-optimized vector quantizers in the presence of channel mismatch

Citation
H. Jafarkhani et N. Farvardin, Design of channel-optimized vector quantizers in the presence of channel mismatch, IEEE COMMUN, 48(1), 2000, pp. 118-124
Citations number
23
Categorie Soggetti
Information Tecnology & Communication Systems
Journal title
IEEE TRANSACTIONS ON COMMUNICATIONS
ISSN journal
00906778 → ACNP
Volume
48
Issue
1
Year of publication
2000
Pages
118 - 124
Database
ISI
SICI code
0090-6778(200001)48:1<118:DOCVQI>2.0.ZU;2-R
Abstract
We study the design of channel-optimized vector quantizers in the presence of channel mismatch, We show that when the statistics of the channel bit-er ror rate (BER) are not known, a minimax solution is the one obtained by des igning for the worst possible channel. Then, we consider the case when the probability density function of channel BER is known and propose an algorit hm that provides a minimum average distortion. Also, by using an estimate o f the channel BER at the decoder, we develop a decoder-adaptive scheme that further improves the performance. In all cases, me have limited ourselves to table-lookup decoders, which amount to very small computational complexi ties. Finally, the utilization of lookup tables at the encoder and the effe cts of imperfect estimation of channel BER's are considered.