Title :
Robust Vehicle-to-Infrastructure Video Transmission for Road Surveillance Applications
Author :
Belyaev, Evgeny ; Vinel, Alexey ; Surak, Adam ; Gabbouj, Moncef ; Jonsson, Magnus ; Egiazarian, Karen
Author_Institution :
Dept. of Signal Process., Tampere Univ. of Technol., Tampere, Finland
Abstract :
IEEE 802.11p vehicle-to-vehicle and vehicle-to-infrastructure communication technology is currently an emerging research topic in both industry and academia. Respective spectrum allocation of 10-MHz channels in the 5.9-GHz band in the United States and Europe allows considering intervehicle transmission of live-video information as a basis, which enables a new class of safety and infotainment automotive applications such as road video surveillance. This paper is first of its kind where such a video transmission system is developed and experimentally validated. We propose a low-complexity unequal packet loss protection and rate control algorithms for scalable video coding based on the 3-D discrete wavelet transform. We show that in comparison with a scalable extension of the H.264/AVC standard, the new codec is less sensitive to packet losses, has less computational complexity, and provides comparable performance in case of unequal packet loss protection. It is specially designed to cope with severe channel fading typical for dynamic vehicular environments and has low complexity, making it a feasible solution for real-time automotive surveillance applications. Extensive measurements obtained in realistic city traffic scenarios demonstrate that good visual quality and continuous playback is possible when the moving vehicle is in the radius of 600 m from the roadside unit.
Keywords :
computational complexity; discrete wavelet transforms; fading channels; radio spectrum management; road vehicles; vehicular ad hoc networks; video coding; video surveillance; wireless LAN; 3D discrete wavelet transform; Europe; H.264-AVC standard; IEEE 802.11p vehicle-to-infrastructure communication technology; IEEE 802.11p vehicle-to-vehicle communication technology; United States; fading channel; frequency 10 MHz; frequency 5.9 GHz; infotainment automotive applications; less computational complexity; live-video information intervehicle transmission; moving vehicle; packet loss protection; real-time automotive surveillance applications; road surveillance applications; roadside unit; robust vehicle-to-infrastructure video transmission; scalable video coding; spectrum allocation; visual quality; Discrete wavelet transforms; Encoding; Packet loss; Static VAr compensators; Streaming media; 3-D discrete wavelet transform (3-D DWT); H.264/SVC; IEEE 802.11p; unequal loss protection (ULP); vehicular communication; video surveillance;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2014.2354376