Title :
Joint Packet Scheduling and Subcarrier Assignment for Video Communications Over Downlink OFDMA Systems
Author :
Li, Fan ; Ren, Pinyi ; Du, Qinghe
Author_Institution :
Sch. of Electron. & Inf. Eng., Xi´´an Jiaotong Univ., Xi´´an, China
fDate :
7/1/2012 12:00:00 AM
Abstract :
This paper investigates the joint optimization of multiuser packet scheduling and wireless resource allocation for video communications over downlink orthogonal frequency-division multiple-access (OFDMA) systems. The objective is to maximize the expected video quality of all mobile users under the wireless resource and delay-bound constraints. We formulate a quality-driven cross-layer problem to jointly optimize the packet scheduling and subcarrier assignment. Using a dual approach, an asymptotically optimal solution is derived to efficiently solve the problem. Furthermore, we propose a suboptimal algorithm to reduce the computational complexity such that the requirements of real-time video applications can be satisfied. Finally, the computational complexity of the algorithms is analyzed, and numerical simulations are carried out to evaluate the performance of the proposed algorithms.
Keywords :
OFDM modulation; computational complexity; frequency division multiple access; mobile radio; multimedia communication; optimisation; scheduling; video communication; computational complexity; delay-bound constraint; downlink OFDMA system; downlink orthogonal frequency division multiple access system; expected video quality; joint optimization; mobile users; multiuser packet scheduling; numerical simulation; quality-driven cross-layer problem; real-time video applications; subcarrier assignment; suboptimal algorithm; video communication; wireless resource allocation; Decoding; Joints; Optimization; Resource management; Scheduling algorithms; Streaming media; Wireless communication; Cross layer; dual decomposition; multiuser packet scheduling; orthogonal frequency-division multiple access (OFDMA); wireless video communications;
Journal_Title :
Vehicular Technology, IEEE Transactions on
Conference_Location :
4/19/2012 12:00:00 AM
DOI :
10.1109/TVT.2012.2195511