DocumentCode
337002
Title
Joint source channel coding of images over frequency selective channels using DCT and multicarrier BPAM
Author
Kafedziski, Venceslav
Author_Institution
Telecommun. Res. Center, Arizona State Univ., Tempe, AZ, USA
Volume
4
fYear
1999
fDate
15-19 Mar 1999
Firstpage
2375
Abstract
A novel approach to joint source and channel coding for frequency selective channels is presented. Multicarrier modulation is used to obtain an equivalent vector channel to the frequency selective channel and utilize the linear coding procedure of Lee and Petersen (1976). The use of the block pulse amplitude transmission results in graceful degradation of the decoded signal for low channel SNR. The new procedure shows very good performance for image transmission over frequency selective channels with deep nulls in the frequency response, in the very low channel SNR region. Both the encoder and decoder are computationally very inexpensive in terms of design and implementation, compared to the digital transmission with channel optimized vector quantization. Results for transmission of a Gauss-Markov source and “Lena” image on several typical channels are presented
Keywords
AWGN; Gaussian channels; Markov processes; combined source-channel coding; decoding; discrete cosine transforms; frequency response; image coding; intersymbol interference; linear codes; pulse amplitude modulation; transform coding; visual communication; AWGN; DCT; Gauss-Markov source; Gaussian channel; ISI; block pulse amplitude transmission; channel optimized vector quantization; decoded signal degradation; decoder; deep nulls; digital transmission; encoder; frequency response; frequency selective channels; image coding; image transmission; joint source channel coding; linear coding; low channel SNR; multicarrier BPAM; multicarrier modulation; vector channel; Channel coding; Chirp modulation; Decoding; Degradation; Design optimization; Frequency response; Gaussian channels; Image communication; Modulation coding; Vector quantization;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location
Phoenix, AZ
ISSN
1520-6149
Print_ISBN
0-7803-5041-3
Type
conf
DOI
10.1109/ICASSP.1999.758416
Filename
758416
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