Efficient reconstruction from frame-based multiple descriptions

被引:16
作者
Bernardini, R [1 ]
Rinaldo, R [1 ]
机构
[1] Univ Udine, Dipartimento Ingn Elettr Gest & Meccan, I-33100 Udine, Italy
关键词
algorithms; Hilbert spaces; MIMO systems; multimedia communications; multiple descriptions; redundant filterbanks; source coding;
D O I
10.1109/TSP.2005.851159
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Redundant bases or frames are a promising technique for multiple description signal coding. Frames can provide sufficient redundancy for recovery in case of coefficient losses due, for instance, to packet transmission errors. In this paper, we consider the problem of dual frame computation in the context of finite impulse response (FIR) analysis and synthesis filterbanks. In particular, we propose an algorithm for dual frame computation which recovers the missing frame coefficients, followed by synthesis with the original filterbank. It is shown that the algorithm operates locally and allows for reduced complexity and low-delay reconstruction of the original signal. The case of excessive losses and incomplete bases is also considered. Experiments are provided to evaluate the algorithm performance and test its applicability in practical contexts.
引用
收藏
页码:3282 / 3296
页数:15
相关论文
共 16 条
[1]  
Aho A.V., 1974, The Design and Analysis of Computer Algorithms
[2]  
[Anonymous], 1993, Ten Lectures of Wavelets
[3]   Oversampled filter banks [J].
Cvetkovic, Z ;
Vetterli, M .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1998, 46 (05) :1245-1255
[4]   Optimal filter banks for multiple description coding: Analysis and synthesis [J].
Dragotti, PL ;
Servetto, SD ;
Vetterli, M .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2002, 48 (07) :2036-2052
[5]   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
[6]   Generalized multiple description coding with correlating transforms [J].
Goyal, VK ;
Kovacevic, J .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2001, 47 (06) :2199-2224
[7]   Quantized frame expansions with erasures [J].
Goyal, VK ;
Kovacevic, J ;
Kelner, JA .
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2001, 10 (03) :203-233
[8]   Multiple description coding: Compression meets the network [J].
Goyal, VK .
IEEE SIGNAL PROCESSING MAGAZINE, 2001, 18 (05) :74-93
[9]   SUBSAMPLING OF A DPCM SPEECH CHANNEL TO PROVIDE 2 SELF-CONTAINED HALF-RATE CHANNELS [J].
JAYANT, NS .
BELL SYSTEM TECHNICAL JOURNAL, 1981, 60 (04) :501-509
[10]   Filter bank frame expansions with erasures [J].
Kovacevic, J ;
Dragotti, PL ;
Goyal, VK .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2002, 48 (06) :1439-1450