Title :
Joint source-channel coding for scalable video over DS-CDMA multipath fading channels
Author :
Kondi, Lisimachos P. ; Batalama, Stella N. ; Pados, Dimitris A. ; Katsaggelos, Aggelos K.
Author_Institution :
Dept. of Electr. Eng., State Univ. of New York, Buffalo, NY, USA
fDate :
6/23/1905 12:00:00 AM
Abstract :
We extend our previous work on joint source-channel coding to scalable video transmission over wireless direct-sequence code-division-multiple-access (DS-CDMA) multipath fading channels. A SNR scalable video coder is used and unequal error protection (UEP) is allowed for each scalable layer. At the receiver-end an adaptive antenna array auxiliary-vector (AV) filter is utilized that provides space-time RAKE-type processing and multiple-access interference suppression. The choice of the AV receiver is dictated by realistic channel fading rates that limit the data record available for receiver adaptation and redesign. Our problem is to allocate the available bit rate of the user of interest between source and channel coding and across scalable layers, while minimizing the end-to-end distortion of the received video sequence. The optimization algorithm that we propose utilizes universal rate-distortion characteristic curves that show the contribution of each layer to the total distortion as a function of the source rate of the layer and the residual bit error rate (the error rate after channel coding). These plots can be approximated using appropriate functions to reduce the computational complexity of the solution
Keywords :
adaptive antenna arrays; code division multiple access; combined source-channel coding; error statistics; fading channels; image sequences; interference suppression; minimisation; multimedia communication; multipath channels; radio receivers; rate distortion theory; spread spectrum communication; video coding; visual communication; SNR scalable video coder; UEP; adaptive antenna; auxiliary-vector filter; available bit rate allocation; direct-sequence code-division multiple access; end-to-end distortion minimization; joint source-channel coding; multimedia communications; multipath fading channels; multiple access interference suppression; optimization algorithm; rate-distortion characteristic curves; received video sequence; residual bit error rate; scalable video transmission; source rate; space-time RAKE-type processing; unequal error protection; wireless DS-CDMA; Adaptive arrays; Adaptive filters; Antenna arrays; Channel coding; Error correction codes; Fading; Interference suppression; Multiaccess communication; RAKE receivers; Receiving antennas;
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
DOI :
10.1109/ICIP.2001.959215