Title :
Quantized frame expansions based on tree-structured oversampled filter banks for erasure recovery
Author :
Motwani, Ravi ; Guillemot, Christine
Author_Institution :
Indian Inst. of Technol., Kanpur, India
Abstract :
The paper studies quantized frame expansions based on tree-structured oversampled filter banks for robust transmission of multimedia signals over erasure channels. The dependencies between the expansion coefficients introduced by the oversampled tree-structured filter banks are analysed in the z-transform domain. The capacity of correction in the presence of different erasure patterns then follows naturally. This analysis leads to the design of a reconstruction algorithm in the presence of erasures, and first without quantization noise. The impact of quantization error on the reconstruction error is then studied. For the tree-structured oversampled filter banks, we prove that reconstruction from a larger class of erasure patterns is possible as compared to regular oversampled filter banks. The reconstruction mean square error is significantly lower in the case of the tree-structured filter bank as compared to regular oversampled filter banks (Motwani, R. and Guillemot, C., 2003) and block transforms, even if the erasures are bursty in nature.
Keywords :
Z transforms; channel bank filters; combined source-channel coding; mean square error methods; multimedia communication; quantisation (signal); signal reconstruction; signal sampling; transform coding; trees (mathematics); block transform codes; block transforms; erasure recovery; erasure resilient coding; joint source channel coding; mean square error; multimedia signal transmission; multiple descriptive coding; oversampled filter banks; quantization noise; quantized frame expansions; reconstruction algorithm; tree-structured filter banks; z-transform domain; Algorithm design and analysis; Channel bank filters; Data communication; Filter bank; IP networks; Mean square error methods; Physical layer; Quantization; Reconstruction algorithms; Robustness;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1202611