Title :
Filter bank frame-expansion with erasures-a para-pseudo inverse based reconstruction
Author :
Motwani, Ravi ; Guillemot, Christine
Author_Institution :
Data Storage Inst., Singapore, Singapore
fDate :
27 June-2 July 2004
Abstract :
In this paper, we propose a decoder which reconstructs signals which are joint-source channel encoded using oversampled filter banks. The decoder is based on operating the para-pseudoinverse corresponding to the cascaded transform function consisting of the source encoder and the erasure channel on the received signal. Hence, the proposed method minimizes the reconstruction mean square error. The decoder consists of a filter bank which can comprise of FIR or IIR filters depending on the erasure channel. Hence the computational complexity of the decoder is also lower compared to earlier proposed techniques. The theoretical results are validated by simulations using image data.
Keywords :
FIR filters; IIR filters; channel bank filters; combined source-channel coding; decoding; mean square error methods; signal reconstruction; FIR filter; IIR filter; cascaded transform function; decoder; erasure channel; finite impulse response; frame-expansion; infinite impulse response; joint-source channel encoding; mean square error minimization; multiple descriptive coding; oversampled filter bank; signal reconstruction; Computational complexity; Computational modeling; Decoding; Delay; Filter bank; Finite impulse response filter; IIR filters; Image reconstruction; Mean square error methods; Memory;
Conference_Titel :
Information Theory, 2004. ISIT 2004. Proceedings. International Symposium on
Print_ISBN :
0-7803-8280-3
DOI :
10.1109/ISIT.2004.1365600