Quantized oversampled filter banks with erasures

被引:25
作者
Dragotti, PL [1 ]
Kovacevic, J [1 ]
Goyal, VK [1 ]
机构
[1] Swiss Fed Inst Technol, Audio Visual Commun Lab, CH-1015 Lausanne, Switzerland
来源
DCC 2001: DATA COMPRESSION CONFERENCE, PROCEEDINGS | 2001年
关键词
D O I
10.1109/DCC.2001.917148
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Oversampled filter banks can be used to enhance resilience to erasures in communication systems in much the same way that finite-dimensional frames have previously been applied. This paper extends previous finite dimensional treatments to frames and signals in l(2)(Z) with frame expansions that can be implemented efficiently with filter banks. It is shown that tight frames attain best performance. In particular, if encoding with a uniform frame. the quantization error is minimized if and only if the frame is tight. In case of one erasure and if encoding with a strongly uniform frame, tight frames are still optimal. In case of more erasures, an expression for the mean square error is given and some general considerations are presented.
引用
收藏
页码:173 / 182
页数:10
相关论文
共 13 条
[1]   Wavelet periodicity detection algorithms [J].
Benedetto, JJ ;
Pfander, GE .
WAVELET APPLICATIONS IN SIGNAL AND IMAGE PROCESSING VI, 1998, 3458 :48-55
[2]  
BENEDETTO JJ, 1995, P SOC PHOTO-OPT INS, V2569, P512, DOI 10.1117/12.217606
[3]   Tight Weyl-Heisenberg frames in l2 [J].
Cvetkovic, Z ;
Vetterli, M .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1998, 46 (05) :1256-1259
[4]   Oversampled filter banks [J].
Cvetkovic, Z ;
Vetterli, M .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1998, 46 (05) :1245-1255
[5]  
Daubechies I., 1993, Ten Lectures of Wavelets, V28, P350
[6]  
Dragotti P. L., 2000, Proceedings DCC 2000. Data Compression Conference, P323, DOI 10.1109/DCC.2000.838172
[7]   Quantized overcomplete expansions in RN:: Analysis, synthesis, and algorithms [J].
Goyal, VK ;
Vetterli, M ;
Thao, NT .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1998, 44 (01) :16-31
[8]   Quantized frame expansions as source-channel codes for erasure channels [J].
Goyal, VK ;
Kovacevic, J ;
Vetterli, M .
DCC '99 - DATA COMPRESSION CONFERENCE, PROCEEDINGS, 1999, :326-335
[9]  
GOYAL VK, 2001, UNPUB APPL COMPUTATI
[10]  
MEHROTRA S, 2000, P SPIE C SAN DIEG CA