Title :
Adaptive scheduling for wireless video transmission in high-speed networks
Author :
Wan, Zheng ; Xiong, Naixue ; Ghani, Nasir ; Peng, Min ; Vasilakos, Athanasios V. ; Zhou, Liang
Author_Institution :
Sch. of Inf. Technol., Jiangxi Univ. of Finance & Econ., Nanchang, China
Abstract :
With the increase of wireless bandwidth, wireless video applications become more and more popular. A high speed core network is needed for large-scale applications to collect video from wireless terminals in a distributed way. It is necessary to guarantee video transmission in wireless networks because video data should be firstly transmitted via wireless channel. Since wireless bandwidth is still limited and fluctuates frequently, it is difficult to protect wireless video transmission. In this paper, we propose an adaptive cross layer scheduling schema to reduce video transmission distortion in IEEE 802.11e networks. Firstly, it is preferred to insert each video frame into the access category (AC) with minimum relative queuing delay to reduce transmission delay. Secondly, a dynamic frame assignment algorithm (DFAA) is proposed to guarantee the transmission of high priority frames efficiently, with the constraint of limited bandwidth. Finally, each parameter of DFAA is equipped with a fuzzy logic controller which can produce appropriate adjustment to reply quickly to the variation of video data rate, coding structure and network load. Extensive simulation results are presented to validate the effectiveness of our proposed scheme.
Keywords :
adaptive scheduling; fuzzy control; high-speed techniques; queueing theory; video communication; wireless LAN; wireless channels; DFAA; IEEE 802.11e network; adaptive cross layer scheduling schema; coding structure; dynamic frame assignment algorithm; fuzzy logic controller; high speed network; large scale application; minimum relative queuing delay; network load; transmission delay; video data rate; video terminal; wireless bandwidth; wireless channel; wireless network; wireless terminal; wireless video application; wireless video transmission; Bandwidth; Delay; Fuzzy logic; Heuristic algorithms; IEEE 802.11e Standard; Streaming media; Wireless communication; Adaptive video transmission; Cross layer; Fuzzy logic; High speed networks; IEEE 802.11e;
Conference_Titel :
Computer Communications Workshops (INFOCOM WKSHPS), 2011 IEEE Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4577-0249-5
Electronic_ISBN :
978-1-4577-0248-8
DOI :
10.1109/INFCOMW.2011.5928803