DocumentCode
2986853
Title
Fuzzy Logic Resource Allocator for Wireless Video Transmission in LTE System
Author
Yongqiang Fei ; Dou Li ; Yuping Zhao
Author_Institution
Sch. of Electron. Eng. & Comput. Sci., Peking Univ., Beijing, China
fYear
2015
fDate
11-14 May 2015
Firstpage
1
Lastpage
5
Abstract
In wireless video transmission, encoded video frames are often transmitted with certain delay and reliability constrain. Due to the limited wireless bandwidth, time-variant channel conditions and the fluctuant video frame rate, it is difficult to allocate transmission resources to guarantee online video quality. In this paper, we propose a fuzzy logic resource allocator (FLRA), aiming at enhancing the user experience of different online video streams and increasing the system load. By jointly utilize the information of remainder play time of user equipments (UEs) and the varying channel conditions of different UEs, FLRA employed in the base station calculates the priority list and makes allocation in real time. The proposed FLRA is implemented in a Long Term Evolution (LTE) simulation system, in which three kinds of video streams are supported. Numerical results verify that the proposed method outperforms the conventional methods significantly, especially in high signal-to- noise ratio condition.
Keywords
Long Term Evolution; fuzzy logic; resource allocation; time-varying channels; video coding; video streaming; FLRA; LTE system; Long Term Evolution; UE; base station; fuzzy logic resource allocator; online video stream; reliability constrain; signal-to-noise ratio; time-variant channel condition; user equipment; video frame encoding; video frame rate; video quality; wireless bandwidth; wireless video transmission; Fuzzy logic; Long Term Evolution; Resource management; Signal to noise ratio; Streaming media; Video coding; Wireless communication;
fLanguage
English
Publisher
ieee
Conference_Titel
Vehicular Technology Conference (VTC Spring), 2015 IEEE 81st
Conference_Location
Glasgow
Type
conf
DOI
10.1109/VTCSpring.2015.7145848
Filename
7145848
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