Content and buffer status aware packet scheduling and resource management framework for video streaming over LTE system

被引:1
|
作者
He, Lijun [1 ]
Li, Fan [1 ]
机构
[1] Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Xianning Rd, Xian 24105, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
DASH service; Packet importance; Buffer status estimation; Packet scheduling and resource management; Adaptive segment request; CROSS-LAYER DESIGN; QUALITY;
D O I
10.1186/s13640-017-0222-1
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the development of the video encoding and wireless communication technologies, DASH (Dynamic Adaptive Streaming over HTTP) services have an increasing and great share of all the mobile services. However, we find some problems which still need to be addressed for DASH service optimization: (1) the limitation of the video segment representations cannot keep pace with the change of wireless channel states; (2) the characteristics of the video transmission have been not fully utilized in current DASH services; and (3) long interruption time will yield poor QoE (Quality of Experience). To solve these problems, we build a new transmission architecture by modifying the traditional TCP transmission flow. We first add a TCP (Transmission Control Protocol) proxy responsible for discarding the expiry packets automatically before putting them into the TCP sending window and then build a "ACK (acknowledgement) reconstruction module" to reconstruct the received ACK for concealing the packets discarded by the packet scheduler. Based on the new framework, we explore the interdependence among all the packets from the encoder to indicate the importance of each packet and update the interdependence relationship of every scheduling period based on the feedback ACK information. At MAC (Media Access Control) layer, a buffer status estimation module is employed to estimate the client buffer and playback information, which can be used to calculate the packet urgency. Then, a cross-layer design, which consists of an application layer of media server and client, TCP layer, MAC layer, and physical layer, is formulated and the packet scheduling and resource allocation can be jointly optimized. At client, through the analysis of the status of client buffer and MAC queue, an adaptive segment request scheme is developed to determine how and when to send the segment request. Simulation results show that the proposed algorithms can efficiently improve the received video quality as well as the playback continuity compared with other existing algorithms.
引用
收藏
页数:15
相关论文
共 11 条
  • [1] Content and buffer status aware packet scheduling and resource management framework for video streaming over LTE system
    Lijun He
    Fan Li
    EURASIP Journal on Image and Video Processing, 2017
  • [2] Playout buffer and DRX aware scheduling scheme for video streaming over LTE system
    Chen, Yuchen
    Liu, Guizhong
    IET COMMUNICATIONS, 2016, 10 (15) : 1971 - 1978
  • [3] BUFFER STATUS AND CONTENT AWARE SCHEDULING SCHEME FOR CLOUD GAMING BASED ON VIDEO STREAMING
    He, Lijun
    Liu, Guizhong
    Chen Yuchen
    2014 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO WORKSHOPS (ICMEW), 2014,
  • [4] PLAYOUT BUFFER AND DRX AWARE SCHEDULING SCHEME FOR VIDEO STREAMING OVER 3GPP LTE SYSTEM
    Chen, Yuchen
    Liu, Guizhong
    Chen, Xin
    2014 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO WORKSHOPS (ICMEW), 2014,
  • [5] Content-aware resource allocation and packet scheduling for video transmission over wireless networks
    Pahalawatta, Peshala
    Berry, Randall
    Pappas, Thrasyvoulos
    Katsaggelos, Aggelos
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2007, 25 (04) : 749 - 759
  • [6] Content-Aware Packet Scheduling for Multiuser Scalable Video Delivery Over Wireless Networks
    Maani, Ehsan
    Pahalawatta, Peshala V.
    Berry, Randall
    Katsaggelos, Aggelos K.
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XXXII, 2009, 7443
  • [7] QoE-aware scheduling for video-streaming in High Speed Downlink Packet Access
    Piamrat, Kandaraj
    Singh, Kamal Deep
    Ksentini, Adlen
    Viho, Cesar
    Bonnin, Jean-Marie
    2010 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC 2010), 2010,
  • [8] Importance-Driven Downlink Resource Scheduling for Video Transmission over LTE
    Li, Donghai
    Liu, Xiaoyu
    Wang, Yumei
    Liu, Yu
    PROCEEDINGS OF 2018 INTERNATIONAL CONFERENCE ON NETWORK INFRASTRUCTURE AND DIGITAL CONTENT (IEEE IC-NIDC), 2018, : 110 - 114
  • [9] A Framework for QoE-Aware 3D Video Streaming Optimisation over Wireless Networks
    Politis, Ilias
    Lykourgiotis, Asimakis
    Dagiuklas, Tasos
    MOBILE INFORMATION SYSTEMS, 2016, 2016
  • [10] Content-aware resource allocation for scalable video transmission to multiple users over a wireless network
    Pahalawatta, Peshala V.
    Pappas, Thrasyvoulos N.
    Berry, Randall
    Katsaggelos, Aggelos K.
    2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL I, PTS 1-3, PROCEEDINGS, 2007, : 853 - 856