Title :
Optimal Channel Adaptation of Scalable Video Over a Multicarrier-Based Multicell Environment
Author :
Park, Jincheol ; Lee, Hyungkeuk ; Lee, Sanghoon ; Bovik, Alan C.
Author_Institution :
Dept. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
Abstract :
To achieve seamless multimedia streaming services over wireless networks, it is important to overcome inter-cell interference (ICI), particularly in cell border regions. In this regard scalable video coding (SVC) has been actively studied due to its advantage of channel adaptation. We explore an optimal solution for maximizing the expected visual entropy over an orthogonal frequency division multiplexing (OFDM)-based broadband network from the perspective of cross-layer optimization. An optimization problem is parameterized by a set of source and channel parameters that are acquired along the user location over a multicell environment. A suboptimal solution is suggested using a greedy algorithm that allocates the radio resources to the scalable bitstreams as a function of their visual importance. The simulation results show that the greedy algorithm effectively resists ICI in the cell border region, while conventional nonscalable coding suffers severely because of ICI.
Keywords :
OFDM modulation; broadband networks; cellular radio; entropy codes; greedy algorithms; optimisation; resource allocation; video coding; video streaming; wireless channels; OFDM-based broadband network; cell border region; cross-layer optimization problem; greedy algorithm; multicarrier-based multicell environment; optimal channel adaptation; orthogonal frequency division multiplexing; radio resource allocation; scalable video coding; seamless multimedia streaming; visual entropy; wireless network; Broadband communication; Entropy; Greedy algorithms; Interference; OFDM; Resource management; Static VAr compensators; Streaming media; Video coding; Wireless networks; Cross-layer optimization; OFDM-based system; human visual system (HVS); inter-cell interference (ICI); scalable video coding (SVC); unequal error protection (UEP); visual entropy;
Journal_Title :
Multimedia, IEEE Transactions on
DOI :
10.1109/TMM.2009.2026084