Optimal HEVC Configuration for Wireless Video Communication Under Energy Constraints

被引:1
作者
Abdollahzadeh, Milad [1 ,2 ]
Seyedarabi, Hadi [1 ]
Niya, Javad Musevi [1 ]
Cheung, Ngai-Man [2 ]
机构
[1] Univ Tabriz, Fac Elect & Comp Engn, Tabriz, Iran
[2] Singapore Univ Technol & Design, Informat Syst Technol & Design, Singapore, Singapore
来源
IEEE ACCESS | 2018年 / 6卷
基金
新加坡国家研究基金会;
关键词
High Efficiency Video Coding (HEVC); power consumption; resource allocation; wireless video communication; PERFORMANCE; EFFICIENCY; TRANSMISSION; DECISION; SCHEME;
D O I
10.1109/ACCESS.2018.2881833
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
High Efficiency Video Coding (HEVC) provides a doubling in coding efficiency compared with the H.264/AVC at the expense of increased computational complexity. However, mobile devices that perform video encoding and communication over wireless networks have limited energy supply. A video encoding system which has the ability to adjust its computational complexity and power consumption could be used to prolong the lifetime of these devices. In this paper, we develop a framework, which selects the optimal HEVC encoding configuration in order to optimize the performance of the wireless video communication system under energy constraints. More specifically, in this paper, we develop an analytic HEVC encoder behavior model based on the extensive analysis of key HEVC encoding tools. We use the developed model for the performance optimization of the HEVC encoder under energy constraints. We propose an adaptive algorithm to estimate the HEVC encoder model parameters and perform online encoder coding configuration optimization. We show that using the proposed framework, the video encoder is able to select appropriate coding tools to automatically adjust its coding efficiency and complexity to match the available power budget with the maximum possible video quality. The proposed HEVC encoder model provides a guideline for optimized tool selection in the energy constrained wireless video communication.
引用
收藏
页码:72479 / 72493
页数:15
相关论文
共 39 条
  • [1] Abdollahzadeh M, 2016, IRAN CONF ELECTR ENG, P787, DOI 10.1109/IranianCEE.2016.7585627
  • [2] A survey on sensor networks
    Akyildiz, IF
    Su, WL
    Sankarasubramaniam, Y
    Cayirci, E
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2002, 40 (08) : 102 - 114
  • [3] [Anonymous], 1993, ISOIECJTC1SC29WG11
  • [4] [Anonymous], 1999, P910ITUT
  • [5] Bossen F., 2013, JCTVCL1100
  • [6] MPEG-4 encoder implementation on MAP-CA
    Chen, LL
    He, ZH
    Sethuraman, S
    Chen, CW
    [J]. 2002 INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, DIGEST OF TECHNICAL PAPERS, 2002, : 276 - 277
  • [7] A new rate control scheme using quadratic rate distortion model
    Chiang, TH
    Zhang, YQ
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1997, 7 (01) : 246 - 250
  • [8] Choi K., 2011, document JCTVC-F092 of JCT-VC
  • [9] Performance and Computational Complexity Assessment of High-Efficiency Video Encoders
    Correa, Guilherme
    Assuncao, Pedro
    Agostini, Luciano
    da Silva Cruz, Luis A.
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2012, 22 (12) : 1899 - 1909
  • [10] Donald G., 2008, FUNDAMENTALS QUEUEIN, P9