Abstract
Efficient delivery and maintenance of the quality of service (QoS) of audio/video streams transmitted over VANETs for mobile and heterogeneous nodes are one of the major challenges in the convergence of this network type and these services. In this context, we propose an inter-layer approach for multimedia stream transmission in a VANET environment (VSMENET). The main idea of our work is based on the dynamic adaptation of the transmission rate according to the physical rate available in the VANET. VSMENET is all about eliminating downtime during video playback by vehicle users. This involves adapting the quality of the video to the actual performance of the VANETs, intelligent encoding of video on the Road Side Units (RSU) side, and finally continuous maintenance of the calculation tasks on the RSU side and sufficient video data on the vehicle node side. Thus, we are interested in the process of evaluating the strict parameters of the VANETs, influencing the video transmission. For example, we propose, on the one hand, an architecture for intelligent data selection and good clock synchronization, and, on the other hand, efficient management of the availability and consumption of video data. We used the NetSim simulator to test the proposed approach performance. To this end, several algorithms such as OCLFEC, MAC, ShieldHEVC, and AntArmour have been implemented for such a performance comparison. Our work suggests that VSMENET is well concerning the average lifetime of the video packets and their delivery rate (more than 9% gain compared with other approaches).
- [1] . 2021. Study on QoS management for video streaming in vehicular ad hoc network (VANET). Wireless Personal Communications 116, 5 (2021), 1–33.Google Scholar
- [2] 2020. VANETs QoS-based routing protocols based on multi-constrained ability to support ITS infotainment services. Wireless Networks 26, 4 (2020), 1685–1715.Google Scholar
- [3] . 2020. Methodology for modeling and comparing video codecs: HEVC, EVC, and VVC. Electronics 9 (2020), 1579–1589.Google Scholar
Cross Ref
- [4] . 1995. Digital video coding standards and their role in video communications. Proceedings of the IEEE 83, 6 (1995), 907–924.Google Scholar
Cross Ref
- [5] . 2019. MPEG-1 layer III standard a simplified theoretical review. International Journal of Advanced Research in Computer Science and Electronics Engineering 8, 10 (2019), 1–5.Google Scholar
- [6] . 2018. The application of selective image compression techniques. Software Engineering 6, 4 (2018), 116–120.Google Scholar
- [7] . 2003. The Discrete Cosine Transform (DCT): Theory and Application. Rapport Technique ECE802.602. Wireless and Video Communications Laboratory, Michigan State University, East Lansing, MI, USA.Google Scholar
- [8] . 2017. An improved 3D wavelet-based scalable video coding codec for MC-EZBC. Multimed Tools Application 76 (2017), 7595–7632.Google Scholar
Digital Library
- [9] . 2020. An Improved Encoding Scheme for Distributed Video Coding Based on Wavelet Transform. Springer.Google Scholar
Cross Ref
- [10] 1994. Multirate 3-d subband coding of video. IEEE Transactions on Image Processing 3, 5 (1994), 572–588.Google Scholar
Digital Library
- [11] . 2004. Video coding with motion-compensated lifted wavelet transforms. Signal Processing. Image Communication 19, 7 (2004), 561–575.Google Scholar
Cross Ref
- [12] . 2019. Low-complexity scalable extension of the high-efficiency video coding (SHVC) encoding system. ACM Transactions on Multimedia Computing, Communications, and Applications 15, 2 (2019), 1–23.Google Scholar
Digital Library
- [13] . 2001. Fine granularity spatially scalable video coding. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing 2, (2001) 1801–1804.Google Scholar
- [14] . 2021. A recurrent video quality enhancement framework with multi-granularity frame-fusion and frame difference based attention. Neurocomputing 431 (2021), 34–46.Google Scholar
Cross Ref
- [15] . 2019. A subjective and objective study of stalling events in mobile streaming videos. IEEE Transactions on Circuits and Systems for Video Technology 29, 1 (Jan. 2019), 183–197.Google Scholar
Digital Library
- [16] . 2001. A framework for efficient progressive fine granularity scalable video coding. IEEE Transactions on Circuits and Systems for Video Technology 11, 3 (2001), 332–344.Google Scholar
Digital Library
- [17] . 2001. A hybrid temporal-snr fine-granular scalability for internet video. IEEE Transactions on Circuits and Systems for Video Technology 11, 3 (2001), 318–331.Google Scholar
Digital Library
- [18] . 2006. 4D scalable multi-view video coding using disparity compensated view filtering and motion compensated temporal filtering. In Proceedings of the 2006 IEEE Workshop on Multimedia Signal Processing. 54–58.Google Scholar
- [19] . 2020. The battle of the video codecs in the healthcare domain - A comparative performance evaluation study leveraging VVC and AV1. IEEE Access 8 (2020), 11469–11481.Google Scholar
Cross Ref
- [20] . 2003. The Emerging H.264/AVC Standard. Retrieved November 28, 2021 from https://tech.ebu.ch/docs/techreview/trev_293-schaefer.pdf.Google Scholar
- [21] . 2020. Predictive side decoding for human-centered multiple description image coding. EURASIP Journal on Wireless Communications and Networking 93 (2020), 1–14.Google Scholar
- [22] . 2001. Multiple description coding compression meets the network. IEEE Signal Processing Magazine 18, 5 (2001), 74–93.Google Scholar
Cross Ref
- [23] . 2009. Interactivité et Disponibilite Des Donnees Dans Les Systemes Multimedias Distribues. Thèse Doctorat. Université de Franche-Comté, Besançon, France.Google Scholar
- [24] . 2013. Optimized cross-layer forward error correction coding for h.264 avc video transmission over wireless channels. EURASIP Journal on Wireless Communications and Networking 1, 206 (2013), 1–13.Google Scholar
- [25] 2015. A cross layer video transmission scheme combining geographic routing and short-length Luby transform codes. International Journal of Distributed Sensor Networks 11, 8 (2015), 1–10.Google Scholar
Digital Library
- [26] . 2012. A mobility-aware and quality-driven retransmission limit adaptation scheme for video streaming over vanets. IEEE Transactions on Wireless Communications 11, 5 (2012), 1817–1827.Google Scholar
Cross Ref
- [27] . 2016. Towards a qoe-driven mechanism for improved h.265 video delivery. In Proceedings of the Mediterranean Ad Hoc Networking Workshop (Med-Hoc-Net). 1–8.Google Scholar
Cross Ref
- [28] . 2020. Clustering based energy efficient multi-relay scheduling in green vehicular infrastructure. Vehicular Communications 25 (2020), 100251.Google Scholar
Cross Ref
- [29] . 2017. Integrity-oriented content offloading in vehicular sensor network. IEEE Access 5 (2017), 4140–4153.Google Scholar
Cross Ref
- [30] . 2013. QoE-driven user-centric VoD services in urban multihomed P2P-based vehicular networks. IEEE Transactions on Vehicular Technology, 62, 5 (Jun. 2013), 2273–2289.Google Scholar
Cross Ref
- [31] 2013. An adaptive multimedia streaming dissemination system for vehicular networks. Applied Soft Computing 13, 12 (2013), 4508–4518.Google Scholar
Digital Library
- [32] . 2015. The selective use of redundancy for video streaming over vehicular ad hoc networks. Computer Networks 81 (2015), 43–62.Google Scholar
Digital Library
- [33] 2015. Performance-aware mobile community-based VoD streaming over vehicular Ad Hoc networks. IEEE Transactions on Vehicular Technology 64, 3 (2015), 1201–1217.Google Scholar
Cross Ref
- [34] . 2018. Traffic aware segment-based Routing protocol for VANETs in urban scenarios. Computers & Electrical Engineering 68 (2018), 447–462.Google Scholar
Cross Ref
- [35] . 2019. Efficient high-resolution video delivery over VANETs. Wireless Networks 25, 7 (2019), 2587–2602.Google Scholar
Digital Library
- [36] . 2013. Optimum and reliable routing in VANETs: An opposition based ant colony algorithm scheme. In Proceedings of the International Conference on Connected Vehicles and Expo. 926–930.Google Scholar
Cross Ref
- [37] . 2018. AI-based malicious network traffic detection in VANETs. IEEE Network 32, 6 (December 2018), 15–21.Google Scholar
Cross Ref
- [38] . 2020. Efficient RSU selection approaches for load balancing in vehicular ad hoc networks. Advances in Technology Innovation 5, 1 (Jan. 2020), 56–63.Google Scholar
Cross Ref
- [39] . 2010-2011. Mobilité Des Application Dans Les Environnement d'informatique Ambiante. Mémoire de Master 2. Université de Yaoundé I,Google Scholar
- [40] . 2019. ROTA: round trip times of arrival for localization with unsynchronized receivers. In Proceedings of the 22nd International Conference on Information Fusion (2019), 1–8.Google Scholar
- [41] . 2009. VANET routing on city roads using real-time vehicular traffic information. IEEE Transactions on Vehicular Technology 58, 7 (2009), 3609–3626.Google Scholar
Cross Ref
- [42] . 2020. Design of enhanced RTP-RTCP protocols for heterogeneous wireless Ad-hoc networks to enhance channel coverage and capacity. International Journal of Advanced Trends in Computer Science and Engineering 9, 2 (2020), 2065–2077.Google Scholar
Cross Ref
- [43] . 2019. Improving QoS by enhancing media streaming algorithm in content delivery network. 2019. International Journal of Engineering and Advanced Technology 8, 6S3 (Sep. 2019), 866–870.Google Scholar
Cross Ref
- [44] Tetcos.com. 2019. NetSim-Network simulator & emulator | Home (2019). Retrieved from https://www.tetcos.com/.Google Scholar
- [45] . 2017. Beginner's Guide to the MOEA Framework. CreateSpace Independent Publishing Platform.Google Scholar
Index Terms
Multilayer Video Encoding for QoS Managing of Video Streaming in VANET Environment
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