An Approach to Improve the Quality of Service in DTN and Non-DTN based VANET
الموضوعات :
Ahmad Sarlak
1
(K. N. Toosi University of Technology)
Yousef Darmani
2
(K. N. Toosi University of Technology)
الکلمات المفتاحية: DTN, , Vehicular communications, , LTE, , IEEE 802.11p, , SDN,
ملخص المقالة :
Nowadays, with attention to soar in the number of network users, it is necessary to find new approaches to revolutionize network operation. Vehicular ad-hoc networks are bound to play a pivotal role in communication, therefore raising the traffic in the network, using only WiFi is unlikely to address this problem. Vehicles could use SDN and other networks such as 4G as well as 5G to distribute traffic to different networks. Moreover, many approaches for handling different data types are inappropriate due to the lack of attention to the data separation idea. In this paper, we proposed a control scheme called Improve Quality of Service in DTN and Non-DTN (IQDN) which works based on vehicle communication infrastructure using SDN idea. IQDN separates data to Delay-Tolerant Data (DTD), and Delay-Intolerant Data (DID) where the former buffers in a vehicle till the vehicle enters an RSU range and sends DTD using IEEE 802.11p. DID packets are sent by cellular networks and LTE. To transmit DTD via IEEE 802.11p, the network capacity is evaluated by SDN. If that network has room to transmit the data, SDN sends a control message to inform the vehicle. Simulations show that sending data over RSU and LTE increases the throughput and decreases the congestion, so the quality of service improves.
[1] X. Wu, S. Subramanian, R. Guha, R. G. White, J. Li, K. W. Lu, A. Bucceri, and T. Zhang, “Vehicular Communications Using DSRC: Challenges, Enhancements, and Evolution,” IEEE Journal on Selected Areas in Communications, VOL.31, pp. 399–408, 09 2013.
[2] S. Al-Sultan, M. M. Al-Doori, A. H. Al-Bayatti, and H. Zedan, “A Comprehensive Survey on Vehicular Ad Hoc Network,” Journal of Network and Computer Applications, VOL. 37, pp. 380–392, 01 2014.
[3] P. Matzakos, J. Hrri, B. Villeforceix, and C. Bonnet, “An IPv6 Architecture for Cloud-to-Vehicle Smart Mobility Services over Heterogeneous Vehicular Networks,” Proceedings of 2014 International Conference on Connected Vehicles and Expo (ICCVE), pp. 767–772, Nov 2014. [4] N. Cheng, N. Lu, N. Zhang, X. S. Shen, and J. W. Mark, “Opportunistic WiFi Offloading in Vehicular Environment: A Queueing Analysis,” Proceedings of 2014 IEEE Global Communications Conference, pp. 211–216, Dec 2014.
[5] K. Lee, J. Lee, Y. Yi, I. Rhee, and S. Chong, “Mobile Data Offloading: How Much Can WiFi Deliver?” IEEE/ACM Transactions on Networking, VOL. 21, pp. 536–550, 04 2013.
[6] S. Al-Sultan, M. M. Al-Doori, A. H. Al-Bayatti, H. Zedan, “Vehicle-to-Infrastructure (V2I) Offloading from Cellular Network to 802.11p Wi-Fi Network based on the Software-Defined Network (SDN) Architecture,” Vehicular communications, VOL. 9, pp. 288–300, 07 2017. [7] D. Kreutz, F. M. V. Ramos, P. E. Verssimo, C. E. Rothenberg, S. Azodolmolky, and S. Uhlig, “Software-Defined Networking: A Comprehensive Survey,” Proceedings of the IEEE, VOL. 103, NO. 1, pp. 14–76, Jan 2015.
[8] J. Pan, I. S. Popa, and C. Borcea, “DIVERT: A Distributed Vehicular Traffic Re-Routing System for Congestion Avoidance,” IEEE Transactions on Mobile Computing, VOL. 60, NO. 1, pp. 58-72, Jan. 1 2017.
[9] N. Nguyen, M. Arifuzzaman, and T. Sato, “A Novel WLAN Roaming Decision and Selection Scheme for Mobile Data Offloading,” Journal of Electrical and Computer Engineering, VOL. 2015, Article ID 324936, pp. 1–15, 2015.
[10] A. Aijaz, H. Aghvami, and M. Amani, “A Survey on Mobile Data Offloading: Technical and Business Perspectives,” IEEE Wireless Communications, VOL. 20, NO. 2, pp. 104–112, April 2013.
[11] G. e. m. Zhioua, H. Labiod, N. Tabbane, and S. Tabbane, “A Traffic QoS Aware Approach for Cellular Infrastructure Offloading using VANETs,” Proceedings of the 22nd IEEE International Symposium of Quality of Service (IWQoS), pp. 278–283, May 2014.
[12] G. E. M. Zhioua, H. Labiod, N. Tabbane, and S. Tabbane, “Cellular Content Download through A Vehicular Network: I2V Link Estimation,” Proceedings of the 81st IEEE Vehicular Technology Conference (VTC Spring), pp. 1–6, May 2015.
[13] Z. He, D. Zhang, and J. Liang, “Cost-Efficient Sensory Data Transmission in Heterogeneous Software-Defined Vehicular Networks,” IEEE Sensors Journal, VOL. 16, NO. 20, pp. 7342–7354, 10 2016.
[14] D. Suh, H. Ko, and S. Pack, “Efficiency Analysis of WiFi Offloading Techniques,” IEEE Transactions on Vehicular Technology, VOL. 65, NO. 5, pp. 3813–3817, 05 2016.
[15] S. M. Park, S. Ju, and J. Lee, “Efficient Routing for Traffic Offloading in Software-Defined Network,” Procedia Computer Science, VOL. 34, pp. 674–679, 2014.
[16] J. Chen, B. Liu, L. Gui, F. Sun, and H. Zhou, “Engineering Link Utilization in Cellular Offloading Oriented VANETs,” Proceedings of 2015 IEEE Global Communications Conference (GLOBECOM), pp. 1–6, Dec 2015.
[17] P. Salvo, I. Turcanu, F. Cuomo, A. Baiocchi, and I. Rubin, “Heterogeneous Cellular and DSRC Networking for Floating Car Data Collection in Urban Areas,” Vehicular Communications, 2016.
[18] A. Mabrouk, A. Kobbane, E. Sabir, J. Ben-Othman, and M. El Koutbi, “Meeting Always-Best-Connected Paradigm in Heterogeneous Vehicular Networks: A Graph Theory and A Signaling Game Analysis,” Vehicular Communications, VOL. 5, pp. 1–8, 2016.
[19] J. F. Bravo-Torres, J. V. Sains-Vzquez, M. Lpez-Nores, Y. Blanco-Fernndez, and J. J. Pazos-Arias, “Mobile Data Offloading in Urban VANETs on Top of A Virtualization Layer,” Proceedings of 2015 International Wireless Communications and Mobile Computing Conference (IWCMC), pp. 291–296, Aug 2015.
[20] S. Wang, T. Lei, L. Zhang, C.-H. Hsu, and F. Yang, “Offloading Mobile Data Traffic for QoS-Aware Service Provision in Vehicular Cyber-Physical Systems,” Future Generation Computer Systems, VOL. 61, pp. 118–127, 08 2016.
[21] H. Park, Y. Jin, J. Yoon, and Y. Yi, “On The Economic Effects of User-Oriented Delayed Wi-Fi Offloading,” IEEE Transactions on Wireless Communications, VOL. 15, NO. 4, pp. 2684–2697, 04 2016.
[22] Y. He, M. Chen, B. Ge, and M. Guizani, “On WiFi Offloading in Heterogeneous Networks: Various Incentives and Trade-Off Strategies,” IEEE Communications Surveys Tutorials, VOL. 18, NO. 4, pp. 2345–2385, Fourthquarter 2016.
[23] N. Cheng, N. Lu, N. Zhang, X. Zhang, X. S. Shen, and J. W. Mark, “Opportunistic WiFi Offloading in Vehicular Environment: A Game-Theory Approach,” IEEE Transactions on Intelligent Transportation Systems, VOL. 17, NO. 7, pp. 1944–1955, 07 2016.
[24] J. Cho, B. Nguyen, A. Banerjee, R. Ricci, J. Van der Merwe, and K. Webb, “SMORE: Software-Defined Networking Mobile Offloading Architecture,” Proceedings of the 4th Workshop on All Things Cellular: Operations, Applications, and Challenges, AllThingsCellular ’14, (New York, NY, USA), pp. 21–26, ACM, 2014.
[25] A. U. Khan and B. K. Ratha, “Time Series Prediction QoS Routing in Software-Defined Vehicular Ad-Hoc Network,” Proceedings of 2015 International Conference on Man and Machine Interfacing (MAMI), pp. 1–6, Dec 2015.
[26] Y. Liu, X. Chen, C. Chen, and X. Guan, “Traffic Big Data Analysis Supporting Vehicular Network Access Recommendation,” Proceedings of 2016 IEEE International Conference on Communications (ICC), pp. 1–6, May 2016.
[27] G. e. m. Zhioua, H. Labiod, N. Tabbane, and S. Tabbane, “VANET Inherent Capacity for Offloading Wireless Cellular Infrastructure: An Analytical Study,” Proceedings of the 6th International Conference on New Technologies, Mobility and Security (NTMS), pp. 1–5, March 2014.
[28] A. Bazzi, B. M. Masini, A. Zanella, and G. Pasolini, “Virtual Road Side Units for Geo-Routing in VANETs,” Proceedings of 2014 International Conference on Connected Vehicles and Expo (ICCVE), pp. 234–239, Nov 2014.
[29] G. el Mouna Zhioua, J. Zhang, H. Labiod, N. Tabbane, and S. Tabbane, “VOPP: A VANET Offloading Potential Prediction Model,” Proceedings of 2014 IEEE Wireless Communications and Networking Conference (WCNC), pp. 2408– 2413, April 2014.
[30] G. Thomas, R. Finney. Calculus and Analytic Geometric: Addison-Wesley, 1988.
[31] R. Fernandes and M. Ferreira, “Scalable VANET Simulations with NS-3,” Proceedings of the 75th IEEE Vehicular Technology Conference (VTC Spring), pp. 1–5, May 2012.
[32] H. Arbabi and M.C. Weigle, “HIGHWAY MOBILITY AND VEHICULAR AD-HOC NETWORKS IN NS-3,” Proceedings of the 2010 Winter Simulation Conference, pp. 5-8 Dec. 2010.
