Title :
Enhancing video quality for multiple-description MIMO transmission through unequal power allocation between eigen-modes
Author :
Tesanovic, Milos ; Bull, David R. ; Doufexi, Angela
Author_Institution :
Univ. of Bristol, Bristol
Abstract :
Promising performance of multiple-description coding (MDC) as a suitable video decomposition for MIMO (multiple-input-multiple-output) wireless transmission, reported previously by a number of authors, is further enhanced in this paper by investigating power allocation in MIMO systems that employ singular value decomposition (SVD). Inspired by the water-filling power allocation strategy, results demonstrate that further improvements over conventional, single-description coding (SDC) are possible if, for low SNRs, stronger sub-channel is boosted at the expense of the weaker channel. For high SNR values, the converse is true. A simple yet effective power allocation strategy whereby the bulk of the transmit power - the highest value considered was nine tenths - was allocated to the stronger channel (weaker channel) for very low (very high) SNRs yielded improvements of up to 4 dB (1 dB) in average MDC PSNR over the nominal - equal power allocation - case. The PSNR gains for low SNR values even exceeded the gains arising from water-filling.
Keywords :
MIMO communication; channel allocation; channel coding; eigenvalues and eigenfunctions; image enhancement; singular value decomposition; video coding; MIMO wireless transmission; eigen-mode; multiple-description coding; multiple-input-multiple-output system; singular value decomposition; video quality enhancement; water-filling power allocation; wireless channel; Decoding; Diversity reception; Image communication; MIMO; Multimedia communication; PSNR; Samarium; Singular value decomposition; Streaming media; Video coding; MIMO systems; Multimedia communication; error-resilient video coding; multiple-description coding; unequal power allocation (UPA); video mapping;
Conference_Titel :
Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-1765-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2008.4712182