The National Natural Science Foundation of China(61762053);The National Natural Science Foundation of China(61601128);The National Natural Science Foundation of China(61831018);The National Natural Science Foundation of China(61631017)
Bin TAN, Songyuan ZHAO, Jun WU, et al. Virtual reality compressing and transmitting system based on mobile edge computing[J]. Journal on Communications, 2020, 41(4): 45-53.
DOI:
Bin TAN, Songyuan ZHAO, Jun WU, et al. Virtual reality compressing and transmitting system based on mobile edge computing[J]. Journal on Communications, 2020, 41(4): 45-53. DOI: 10.11959/j.issn.1000-436x.2020076.
Virtual reality compressing and transmitting system based on mobile edge computing
In order to solve the problem of the high requirements of data transmission rate and sensitivity to transmission delay in virtual reality (VR) based on cloud services
a Cloud VR system with MEC (mobile edge computing) was proposed
mainly including viewpoint-based VR processing and HDA (hybrid digital-analog) transmission optimization.Firstly
a dynamic streaming method based on user viewpoint and pyramid projection was used to implement a complete edge cloud VR system.Then
HDA transmission was introduced to optimize the transmission
and a heuristic algorithm for resource allocation was given.Finally
the base station protocol stack was transformed
and the MEC was integrated into the LTE (long term evolution) system to implement a complete mobile edge cloud VR system.Experimental results demonstrate that the proposed scheme has good robustness and efficient transmission by comparing with the existing schemes.
ZUO X T , WANG M W , CUI Y . Low-latency networking:architecture,key scenarios and research prospect [J ] . Journal on Communications , 2019 , 40 ( 8 ): 22 - 35 .
WU J , WU J , CUI H , et al . DAC-Mobi:data-assisted communications of mobile images with cloud computing support [J ] . IEEE Transactions on Multimedia , 2016 , 18 ( 5 ): 893 - 904 .
WU J , LIU D , HUANG X L , et al . DaC-RAN:a data-assisted cloud radio access network for visual communications [J ] . IEEE Wireless Communications , 2015 , 22 ( 3 ): 130 - 136 .
TAN B , LU J , WU J , et al . Toward a network slice design for ultra high definition video broadcasting in 5G [J ] . IEEE Wireless Communications , 2018 , 25 ( 4 ): 88 - 94 .
JAKUBCZAK S , KATABI D . A cross-layer design for scalable mobile video [C ] // Proceedings of the 17th Annual International Conference on Mobile Computing and Networking . New York:ACM Press , 2011 : 289 - 300 .
HOSSEINI M , SWAMINATHAN V . Adaptive 360 VR video streaming based on MPEG-DASH SRD [C ] // 2016 IEEE International Symposium on Multimedia . Piscataway:IEEE Press , 2017 : 407 - 408 .
HYEON S K , SANG B N , SANG G C , et al . HLS-based 360 VR using spatial segmented adaptive streaming [C ] // IEEE International Conference on Consumer Electronics . Piscataway:IEEE Press , 2018 : 1 - 4 .
Huawei iLab . Cloud VR-oriented bearer network white paper [R ] .(2017-10)[2020-01-06 ] .
LIU Z , ISHIHARA S , CUI Y , et al . JET:joint source and channel coding for error resilient virtual reality video wireless transmission [J ] . Signal Processing , 2018 , 147 : 154 - 162 .
FENG J , WU Y , ZHAI G , et al . An algorithm for transmitting VR video based on adaptive modulation [C ] // IEEE/CIC International Conference on Communications in China . Piscataway:IEEE Press , 2019 : 443 - 448 .
LEE K H , PETERSEN D . Optimal linear coding for vector channels [J ] . IEEE Transactions on Communications , 1976 , 24 ( 12 ): 1283 - 1290 .
TAN B , CUI H , WU J , et al . An optimal resource allocation for superposition coding-based hybrid digital–analog system [J ] . IEEE Internet of Things Journal , 2017 , 4 ( 4 ): 945 - 956 .
FENG H , WU J , GONG X . SOUP:Advanced SDR platform for 5G communication [C ] // IEEE/CIC International Conference on Communications in China . Piscataway:IEEE Press , 2017 : 1 - 5 .