DocumentCode :
1939656
Title :
Wireless image transmission using multiple-description based concatenated codes
Author :
Sachs, Daniel Grobe ; Anand, Raghavan ; Ramchandran, Kannan
Author_Institution :
Illinois Univ., Urbana, IL, USA
fYear :
2000
fDate :
2000
Firstpage :
569
Abstract :
Summary form only given. This work introduces a multiple-description product code which aims at optimally generating multiple, equally-important wavelet image descriptions from an image encoded by the popular SPIHT image coder. Because the SPIHT image coder is highly sensitive to errors, forward error correction is used to protect the image against bit errors occurring in the channel. The error-correction code is a concatenated channel code including a row (outer) code based on RCPC codes with CRC error detection and a source-channel column (inner) code consisting of the scalable SPIHT image coder and an optimized array of unequal protection Reed-Solomon erasure-correction codes. By matching the unequal protection codes to the embedded source bitstream using our simple, fast optimizer, we maximize expected image quality and provide for graceful degradation of the received image during fades. To achieve unequal protection, each packet is split into many Reed-Solomon symbols. The ith symbol in each packet forms an (n,k) Reed-Solomon code or “column”. A fast, nearly-optimal optimizer, based on Lagrange multipliers and optimal to within convex hull and discretization approximations, chooses k for each Reed-Solomon “column” to minimize the expected mean-square error at the receiver. We validated our use of this structure by evaluating its performance in the context of transmitting images over a wireless fading channel. The performance of this scheme was evaluated by simulating the transmission of the Lena image over a Clarke flat-fading channel with an average SNR of 10 dB and a normalized Doppler frequency of 10-5 Hz
Keywords :
Reed-Solomon codes; combined source-channel coding; concatenated codes; error correction codes; error detection codes; error statistics; fading channels; forward error correction; image coding; least mean squares methods; radio links; transform coding; visual communication; wavelet transforms; CRC error detection; Clarke flat-fading channel; Lagrange multipliers; RCPC codes; Reed-Solomon codes; SPIHT image coder; bit errors; channel code; concatenated codes; erasure-correction codes; error-correction code; forward error correction; image quality maximization; minimum mean square error; multiple description codes; optimized array; performance; product code; scalable image coder; source-channel column code; unequal protection codes; wavelet image descriptions; wireless image transmission; Concatenated codes; Cyclic redundancy check; Error correction codes; Forward error correction; Image communication; Image quality; Product codes; Protection; Reed-Solomon codes; Wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Data Compression Conference, 2000. Proceedings. DCC 2000
Conference_Location :
Snowbird, UT
ISSN :
1068-0314
Print_ISBN :
0-7695-0592-9
Type :
conf
DOI :
10.1109/DCC.2000.838216
Filename :
838216
Link To Document :
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