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Vehicular Communications in 6G Networks: Development, Enabling Technologies, and Security

Year 2023, Volume: 28 Issue: 3, 1029 - 1048, 27.12.2023
https://doi.org/10.17482/uumfd.1244198

Abstract

While standardization studies of 5G communication technologies aiming for high data rates, low latency, and low-energy consumption are ongoing, theoretical and experimental research on 6G technologies are carried out at a great pace focusing on high connectivity and seamless communications, where reconfigurable intelligent surfaces and unmanned aerial vehicles or satellites at various orbital levels can be integrated, besides having prominent security requirements as communication performance, and more compelling key performance indicators. Security problems and possible solutions constitute an important research area in vehicular communications considered as a critical usage scenario in 6G communication networks. With the aim of realizing communications at high data rates in secure and seamless manner, difficulties arising from the nature of vehicle-to-vehicle communications such as road safety and convoy driving come to the fore. As communication security comes forward in autonomous driving, the importance of developing innovative techniques, including blockchain, quantum computing, and artificial intelligence, is increasing in vehicle-to-everything (V2X) and internet of vehicles (IoV) system designs. This article focuses on the development of vehicular communications, innovative technologies, and security issues, which constitute an important part of 6G communication systems, and the state-of-art studies are compiled and new development areas and focal points are detailed.

References

  • 1. Acampora, G. (2019) Quantum Machine Intelligence. Cham, Switzerland: Springer, 2019, pp. 1–3. doi:10.1007/s42484-019-00006-5
  • 2. Agudo, I., Montenegro-Gómez, M. ve Lopez, J. (2021) A Blockchain Approach for Decentralized V2X (D-V2X), IEEE Transactions on Vehicular Technology, 70(5), 4001-4010. doi:10.1109/TVT.2020.3046640
  • 3. Alakoca, H., Namdar, M., Aldirmaz-Colak, S., Basaran, M., Basgumus, A., Durak-Ata, L. ve Yanikomeroglu, H. (2022) Metasurface Manipulation Attacks: Potential Security Threats of RIS-Aided 6G Communications, IEEE Communications Magazine. doi:10.1109/MCOM.005.2200162
  • 4. Ata, S. Ö. (2017a) Design of Vehicular Communication Systems Employing Physical Layer Network Coding over Cascaded Fading Channels, PhD Thesis, Istanbul Technical University, Graduate School of Science, Engineering, and Technology
  • 5. Ata, S. Ö. ve Altunbas, I. (2018) STTC design for vehicular communication systems employing fixed‐gain AF PLNC over cascaded fading channels, IET Communications 12 (11), 1283-1289. doi: 10.1049/iet-com.2017.0702
  • 6. Ata, S. Ö. (2019) Secrecy performance analysis over cascaded fading channels, IET Communications, 13(2), 259-264. doi: 10.1049/iet-com.2018.5676
  • 7. Ata, S. Ö. ve Erdogan, E. (2020) Secrecy outage probability of inter-vehicular cognitive radio networks, International Journal of Communication Systems, 33(4), e4244. doi: 10.1002/dac.4244
  • 8. Ayaz, F., Sheng, Z., Tian, D., Guan, Y.L. ve Leung, V. (2020) A Voting Blockchain based Message Dissemination in Vehicular Ad-Hoc Networks (VANETs). International Communications Conference, Dublin, Ireland, 7–11. doi:10.1109/ICC40277.2020.9148823
  • 9. Ayaz, F., Sheng, Z., Tian, D. ve Guan, Y.L. (2021) A Proof-of-Quality-Factor (PoQF) based Blockchain and Edge Computing for Vehicular Message Dissemination, IEEE Internet Things Journal, 8(4), 2468–2482. doi:10.1109/JIOT.2020.3026731
  • 10. Ayaz, F., Sheng, Z., Ho, I., Tian, D. ve Ding, Z. (2022a) Blockchain-enabled FD-NOMA based Vehicular Network with Physical Layer Security, Proceedings of the IEEE 95th VTC-Spring, Helsinki, Finland, 1-6. doi:10.1109/VTC2022-Spring54318.2022.9860421
  • 11. Ayaz, F., Sheng, Z., Tian, D., Nekovee, M. ve Saeed, N. (2022b) Blockchain-Empowered AI for 6G-Enabled Internet of Vehicles, MDPI Electronics, 11(3339), 1-12. doi:10.3390/ electronics11203339
  • 12. Barricelli, B. R., Casiraghi, E. ve Fogli, D. (2019) A survey on digital twin: Definitions, characteristics, applications, and design implications, IEEE Access, 7, 167653–167671. doi:10.1109/ACCESS.2019.2953499
  • 13. Chen, Y., Zhu, P., He, G., Yan, X., Baligh, H. ve Wu, J. (2020) From Connected People, Connected Things, to Connected Intelligence, 2nd 6G Wireless Summit (6G SUMMIT), 1-7. doi:10.1109/6GSUMMIT49458.2020.9083770
  • 14. Cui, J., Zhang, X., Zhong, H., Ying, Z. ve Liu, L. (2019) RSMA: Reputation System-Based Lightweight Message Authentication Framework and Protocol for 5G-Enabled Vehicular Networks, IEEE Internet Things Journal, 6(4), 6417–6428. doi:10.1109/JIOT.2019.2895136
  • 15. Cui, M., Wu, Z., Chen, Y., Xu, S., Yang, F. ve Dai, L. (2022) Demo: Low-power Communications Based on RIS and AI for 6G, IEEE International Conference on Communications Workshops, 1-2. doi:10.1109/ICCWorkshops53468.2022.9915019
  • 16. DeBenedictis, E. P. (2018) A future with quantum machine learning, Computer, 51(2), 68–71. doi: 10.1109/MC.2018.1451646
  • 17. Di Renzo, M., Ntontin , K., Song, J., Danufane, H., Qian, X., Lazarakis, F., De Rosny, J., Phan-Huy, D.-T., Simeone, O., Zhang, R., Debbah, M., Lerosey, G., Fink, M., Tretyakov, S., ve Shamai, S. (2020) Reconfigurable intelligent surfaces vs. relaying: Differences, similarities, and performance comparison, IEEE Open Journal of the Communications Society, 1, 798-80. doi:10.1109/OJCOMS.2020.3002955
  • 18. Dinan, M. H., Perović, N. S. ve Flanagan, M. F. (2022) RIS-Assisted Receive Quadrature Space-Shift Keying: A New Paradigm and Performance Analysis, IEEE Transactions on Communications, 70(10), 6874-6889. doi:10.1109/TCOMM.2022.3198117
  • 19. Duong, T. Q., Nguyen, L. D., Narottama, B., Ansere, J. A., Huynh D. V. ve Shin, H. (2022) Quantum-Inspired Real-Time Optimization for 6G Networks: Opportunities, Challenges, and the Road Ahead, IEEE Open Journal of the Communications Society, 3, 1347-1359. doi:10.1109/OJCOMS.2022.3195219
  • 20. Fedorov, A.K., Kiktenko, E.O., Lvovsky, A.I. (2018) Quantum Computers put Blockchain Security at Risk, Nature, 563, 465-467. doi: https://doi.org/10.1038/d41586-018-07449-z
  • 21. Fu, Y., Li, C., Yu, F. R., Luan, T. H. ve Zhang, Y. (2022) A Survey of Driving Safety With Sensing, Vehicular Communications, and Artificial Intelligence-Based Collision Avoidance, IEEE Transactions on Intelligent Transportation Systems, 23(7), 6142-6163. doi:10.1109/TITS.2021.3083927
  • 22. Ghosh, A., Maeder, A., Baker, M. ve Chandramouli, D. (2019) 5G Evolution: A View on 5G Cellular Technology Beyond 3GPP Release 15, IEEE Access, 7, 127639-127651. doi:10.1109/ACCESS.2019.2939938
  • 23. Gismalla, M. S. M., Asrul, I. A., Bin Salim, M. R., Abdullah, M. F. L., Iqbal, F., Mabrouk, W. A., Othman, M. B., Ashyap , A. Y. I. Ve Supa’at, A. S. M. (2022) Survey on Device to Device Communication for 5GB/6G Networks: Concept, Applications, Challenges, and Future Directions, IEEE Access, 10, 30792-30821. doi:10.1109/ACCESS.2022.3160215
  • 24. Gyawali, S., Xu, S., Qian, Y. ve Hu, R. Q. (2021) Challenges and Solutions for Cellular Based V2X Communications, IEEE Communications Surveys & Tutorials, 23(1), 222-255. doi:10.1109/COMST.2020.3029723
  • 25. Han, Q., Yang, Z., Ma, Z., Li, J., Shi, Y., Zhang, J. ve Yang, S. (2020) CMBIoV: Consensus Mechanism for Blockchain on Internet of Vehicles, International Conference on Blockchain and Trustworthy Systems, Dali, China, Springer: Singapore, 2020. doi: 10.1007/978-981-15-9213-3_27
  • 26. Hong, E. K., Lee, I., Shim, B., Ko, Y.-C., Kim, S.-H., Pack, S., Lee, K., Kim, S., Kim, J.-H., Shin, Y., Kim, Y., ve Jung, H. (2022) 6G R&D vision: Requirements and candidate technologies, Communications and Networks, 24(2), 232-245. doi:10.23919/JCN.2022.000015
  • 27. Hui, Y ve diğ., (2022) Secure and Personalized Edge Computing Services in 6G Heterogeneous Vehicular Networks, IEEE Internet of Things Journal, 9(8), 5920-5931, doi: 10.1109/JIOT.2021.3065970
  • 28. Imre, S. ve Balazs, F. (2005) Quantum Computing and Communications: An Engineering Approach. Hoboken, NJ, USA: Wiley, 2005. doi:10.1002/9780470869048
  • 29. Jia, Z., Sheng, M., Li, J., Niyato, D. ve Han, Z. (2021) LEO-Satellite-Assisted UAV: Joint Trajectory and Data Collection for Internet of Remote Things in 6G Aerial Access Networks, IEEE Internet of Things Journal, 8(12), 9814-9826. doi:10.1109/JIOT.2020.3021255
  • 30. Kang, J., Xiong, Z., Ye, D., Kim, D. I., Zhao, J. ve Niyato, D. (2019) Toward secure blockchain-enabled Internet of Vehicles: Optimizing consensus management using reputation and contract theory, IEEE Trans. Veh. Technol., 68(3), 2906–2920. doi: 10.1109/TVT.2019.2894944
  • 31. Khan, M. A., Ghosh, S., Busari, S. A., Huq, K. M. S., Dagiuklas, T., Mumtaz, S., Iqbal, M., ve Rodriguez, J. (2021) Robust, Resilient and Reliable Architecture for V2X Communications, IEEE Transactions on Intelligent Transportation Systems, 22(7), 4414-4430. doi:10.1109/TITS.2021.3084519
  • 32. Kim, M., Kasi, S., Lott, P. A., Venturelli, D., Kaewell, J. ve Jamieson, K. (2021) Heuristic quantum optimization for 6G wireless communications, IEEE Network, 35(4), 8–15. doi: 10.1109/MNET.012.2000770
  • 33. Kirubasri, G., Sankar, S., Pandey, D., Pandey, B. K., Singh, H. ve Anand, R. (2021) A Recent Survey on 6G Vehicular Technology, Applications and Challenges, 2021 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO), Noida, India, 1–5, doi: 10.1109/ICRITO51393.2021.9596147
  • 34. Klaine, P. V., Imran, M. A., Onireti, O. ve Souza, R. D. (2017) A survey of machine learning techniques applied to self-organizing cellular networks, IEEE Communications Surveys & Tutorials, 19(4), 2392–2431. doi:10.1109/COMST.2017.2727878
  • 35. Kulkarni, V., Kulkarni, M. ve Pant, A. (2021) Quantum computing methods for supervised learning, Quantum Machine Intelligence, 3(2), 1–14. doi:10.1007/s42484-021-00050-0
  • 36. Kuruvatti, N. P., Habibi, M. A., Partani, S., Han, B., Fellan, A. ve Schotten, H. D. (2022) Empowering 6G Communication Systems With Digital Twin Technology: A Comprehensive Survey, IEEE Access, 10, 112158-112186. doi: 10.1109/ACCESS.2022.3215493
  • 37. Lee, S., Jung, Y., Park, Y.-H. ve Kim, S.-W. (2022) Design of V2X-Based Vehicular Contents Centric Networks for Autonomous Driving, IEEE Transactions on Intelligent Transportation Systems, 23(8), 13526-13537. doi:10.1109/TITS.2021.3125358
  • 38. Liu, J., Zhang, L., Li, C., Bai, J., Lv, H. ve Lv, Z. (2022) Blockchain-Based Secure Communication of Intelligent Transportation Digital Twins System, IEEE Transactions on Intelligent Transportation Systems, 23(11), 22630-22640. doi:10.1109/TITS.2022.3183379
  • 39. Lu, Y., Huang, X., Zhang, K., Maharjan, S. ve Zhang, Y. (2020) Blockchain Empowered Asynchronous Federated Learning for Secure Data Sharing in Internet of Vehicles, IEEE Transactions on Vehicular Technology, 69(4), 4298-4311. doi: 10.1109/TVT.2020.2973651
  • 40. Ma, H., Li, S., Zhang, E., Lv, Z., Hu, J. ve Wei, X. (2020) Cooperative Autonomous Driving Oriented MEC-Aided 5G-V2X: Prototype System Design, Field Tests and AI-Based Optimization Tools, IEEE Access, 8, 54288-54302. doi: 10.1109/ACCESS.2020.2981463
  • 41. Maraqa, O., Rajasekaran, A. S., Al-Ahmadi, S., Yanikomeroglu, H. ve Sait, S. M. (2020) A Survey of Rate-Optimal Power Domain NOMA With Enabling Technologies of Future Wireless Networks, IEEE Communications Surveys & Tutorials, 22(4), 2192-2235. doi: 10.1109/COMST.2020.3013514
  • 42. Meijers, J., Jayatungai E.i Nag, A. Ve Jurcut, A. D. (2022) Blockchain for V2X: Applications and Architectures, IEEE Open Journal of Vehicular Technology, 3, 193-209. doi: 10.1109/OJVT.2022.3172709
  • 43. Muscinelli, E., Shinde, S. S. ve Tarchi, D. (2022) Overview of Distributed Machine Learning Techniques for 6G Networks, Algorithms, 15(6), 210. doi: 10.3390/a15060210
  • 44. Naik, G., Choudhury, B. ve Park, J.-M. (2019) IEEE 802.11bd & 5G NR V2X: Evolution of radio access technologies for V2X communications, IEEE Access, 7, 70169–70184. doi: 10.1109/ACCESS.2019.2919489
  • 45. Nawaz, S. J., Sharma, S. K., Wyne, S., Patwary, M. N. ve Asaduzzaman, M. (2019) Quantum machine learning for 6G communication networks: State-of-the-art and vision for the future, IEEE Access, 7, 46317–46350. doi: 10.1109/ACCESS.2019.2909490
  • 46. Nguyen, D. C., Pathirana, P. N., Ding, M. ve Seneviratne, A. (2020) Blockchain for 5G and beyond networks: A state of the art survey, Journal of Network and Computer Applications, 166, 102693. doi: 10.1016/j.jnca.2020.102693
  • 47. Noor-A-Rahim, M., Liu, Z., Lee, H., Khyam M. O., He, J., Pesch, D., Moessner, K., Saad, W. ve Poor, H. V. (2022) 6G for Vehicle-to-Everything (V2X) Communications: Enabling Technologies, Challenges, and Opportunities, Proceedings of the IEEE, 110(6), 712-734. doi : 10.1109/JPROC.2022.3173031
  • 48. Pokhrel, S.R. ve Choi, J. (2020) Federated Learning with Blockchain for Autonomous Vehicles: Analysis and Design Challenges, IEEE Transaction on Communications, 68(8), 4734–4746. doi: 10.1109/TCOMM.2020.2990686
  • 49. Saraswat, D., Verma, A., Bhattacharya, P., Tanwar, S., Sharma, G., Bokoro, P.N. ve Sharma, R. (2022) Blockchain-Based Federated Learning in UAVs Beyond 5G Networks: A Solution Taxonomy and Future Directions, IEEE Access, 10, 33154–33182. doi : 10.1109/ACCESS.2022.3161132
  • 50. Sehla, K., Nguyen, T. M. T., Pujolle, G. ve Velloso, P. B. (2022) Resource Allocation Modes in C-V2X: From LTE-V2X to 5G-V2X, IEEE Internet of Things Journal, 9(11), 8291-8314. doi: 10.1109/JIOT.2022.3159591
  • 51. Serghiou, D., Khalily, M., Brown, T. W. C. ve Tafazolli, R. (2022) Terahertz Channel Propagation Phenomena, Measurement Techniques and Modeling for 6G Wireless Communication Applications: A Survey, Open Challenges and Future Research Directions, IEEE Communications Surveys & Tutorials, 24(4), 1957-1996, doi: 10.1109/COMST.2022.3205505
  • 52. Tang, F., Kawamoto, Y., Kato, N. ve Liu, J. (2020) Future Intelligent and Secure Vehicular Network Toward 6G: Machine-Learning Approaches, Proceedings of the IEEE, 108(2), 292–307, doi: 10.1109/JPROC.2019.2954595
  • 53. Tao, F., Zhang, H., Liu, A. ve Nee, A. Y. C. (2019) Digital twin in industry: State-of-the-art, IEEE Transactions on Industrial Informatics, 15(4), 2405-2415. doi: 10.1109/TII.2018.2873186
  • 54. Tataria, H., Shafi, M., Molisch, A. F., Dohler, M., Sjoland, H. ve Tufvesson, F. (2021) 6G wireless systems: Vision, requirements, challenges, insights, and opportunities, Proceedings of the IEEE, 109(7), 1166–1199. doi: 10.1109/JPROC.2021.3061701
  • 55. https://www.3gpp.org/, Erişim Tarihi:01.01.2023, Konu: The 3rd Generation Partnership Project (3GPP)
  • 56. Urgelles, H., Picazo-Martínez, P. ve Monserrat, J. F. (2022) Application of Quantum Computing to Accurate Positioning in 6G Indoor Scenarios, ICC 2022 - IEEE International Conference on Communications, 2022, 643-647. doi: 10.1109/ICC45855.2022.9838523
  • 57. Wang, H.-F., Huang, C.-S. ve Wang, L.-C. (2021) RIS-assisted UAV Networks: Deployment Optimization with Reinforcement-Learning Based Federated Learning, 30th Wireless and Optical Communications Conference (WOCC), Taipei, Taiwan, 257-262. doi: 10.1109/WOCC53213.2021.9602993
  • 58. Wang, C. ve Rahman, A. (2022a) Quantum-Enabled 6G Wireless Networks: Opportunities and Challenges, IEEE Wireless Communications, 29(1). doi: 10.1109/MWC.006.00340
  • 59. Wang, Y., Zhang, W., Chen, Y., Wang, C. -X. ve Sun, J. (2022b) Novel Multiple RIS-Assisted Communications for 6G Networks, IEEE Communications Letters, 26(6), 1413-1417. doi: 10.1109/LCOMM.2022.3163587
  • 60. Wu, C., Ke, L. ve Du, Y. (2021) Quantum Resistant Key-Exposure Free Chameleon Hash and Applications in Redactable Blockchain. Information Science, 548, 438–449. doi: 10.1016/j.ins.2020.10.008
  • 61. Wu, Q. ve Zhang, R. (2020) Towards smart and reconfigurable environment: Intelligent reflecting surface aided wireless network, IEEE Commununication Magazine, 58(1), 106–112. doi: 10.1109/MCOM.001.1900107
  • 62. Wu, Y., Zhang, K. ve Zhang, Y. (2021) Digital twin networks: A survey, IEEE Internet of Things Journal, 8(18), 13789–13804. doi: 10.1109/JIOT.2021.3079510
  • 63. Yang, Z., Yang, K., Lei, L., Zheng, K. ve Leung, V.C.M. (2019) Blockchain based Decentralized Trust Management in Vehicular Networks, IEEE Internet of Things Journal, 6(2), 1495–1505. doi: 10.1109/JIOT.2018.2836144
  • 64. Ye, D., Yu, R., Pan, M. ve Han, Z. (2020) Federated Learning in Vehicular Edge Computing: A Selective Model Aggregation Approach, IEEE Access, 8, 23920–23935. doi: 10.1109/ACCESS.2020.2968399
  • 65. Zeydan, E., Turk, Y., Aksoy, B. ve Tasbag, Y. Y. (2022) Post-Quantum Era in V2X Security: Convergence of Orchestration and Parallel Computation, IEEE Communications Standards Magazine, 6(1), 76-82. doi: 10.1109/MCOMSTD.0001.2100060
  • 66. Zhang, Z., Xiao, Y., Ma, Z., Xiao M., Ding, Z., Lei, X., Karagiannidis, G. K. ve Fan, P. (2019) 6G wireless networks: Vision, requirements, architecture, and key technologies, IEEE Vehicular Technology Magazine, 14(3), 28–41. doi: 10.1109/MVT.2019.2921208

6G AĞLARDA ARAÇLARIN HABERLEŞMESİ: GELİŞİMİ, ETKİNLEŞTİRİCİ TEKNOLOJİLER VE GÜVENLİK

Year 2023, Volume: 28 Issue: 3, 1029 - 1048, 27.12.2023
https://doi.org/10.17482/uumfd.1244198

Abstract

Yüksek veri hızı, kısa gecikme süresi ve düşük enerji tüketimini içeren amaçlarıyla 5G haberleşme teknolojilerinin standartlaşma çalışmaları sürmekteyken; yüksek bağlantılılığı ve kesintisiz haberleşmeyi esas alan, yeniden konfigüre edilebilir akıllı yüzeylerin yer alabildiği ve çeşitli yörünge seviyelerinde uydu veya insansız hava araçlarının daha etkin şekilde entegre olduğu, aynı zamanda güvenlik unsurunun haberleşme gereksinimleri kadar öne çıktığı ve daha zorlayıcı anahtar performans göstergelerine sahip 6G teknolojileri konusunda kuramsal ve deneysel araştırmalar büyük bir hızla sürdürülmektedir. 6G haberleşme ağlarındaki kritik kullanım senaryolarından biri olarak değerlendirilen araçların haberleşmesi için ortaya çıkabilecek güvenlik problemleri ve olası çözümleri ise önemli araştırma alanlarından birini oluşturmaktadır. Haberleşmenin yüksek veri hızında, kesintisiz ve güvenli şekilde gerçekleşmesi hedeflendiğinde; özellikle otonom araçlar için yol güvenliği ve konvoy sürüşü gibi araçlar arası haberleşmenin doğasından kaynaklanan zorluk senaryolar ortaya çıkmaktadır. Otonom sürüş konusunda haberleşme güvenliği ön planda yer alırken, araçtan her şeye (vehicle-to-everyhing, V2X) haberleşme ve araçların interneti (internet of vehicles, IoV) sistemlerinin tasarımlarında blok zincir, kuantum hesaplama ve yapay zekâ teknikleri dâhil yenilikçi yöntem ve algoritmaların geliştirilmesinin önemi artmaktadır. Bu makale ile 6G haberleşme sistemlerinin önemli bir parçasını oluşturacak araç haberleşmesinin gelişimi, yenilikçi teknolojileri ve güvenlik konularına odaklanılmakta, literatürde yapılan çalışmalar derlenerek yeni gelişme alanları ve odak noktaları detaylandırılmaktadır.

References

  • 1. Acampora, G. (2019) Quantum Machine Intelligence. Cham, Switzerland: Springer, 2019, pp. 1–3. doi:10.1007/s42484-019-00006-5
  • 2. Agudo, I., Montenegro-Gómez, M. ve Lopez, J. (2021) A Blockchain Approach for Decentralized V2X (D-V2X), IEEE Transactions on Vehicular Technology, 70(5), 4001-4010. doi:10.1109/TVT.2020.3046640
  • 3. Alakoca, H., Namdar, M., Aldirmaz-Colak, S., Basaran, M., Basgumus, A., Durak-Ata, L. ve Yanikomeroglu, H. (2022) Metasurface Manipulation Attacks: Potential Security Threats of RIS-Aided 6G Communications, IEEE Communications Magazine. doi:10.1109/MCOM.005.2200162
  • 4. Ata, S. Ö. (2017a) Design of Vehicular Communication Systems Employing Physical Layer Network Coding over Cascaded Fading Channels, PhD Thesis, Istanbul Technical University, Graduate School of Science, Engineering, and Technology
  • 5. Ata, S. Ö. ve Altunbas, I. (2018) STTC design for vehicular communication systems employing fixed‐gain AF PLNC over cascaded fading channels, IET Communications 12 (11), 1283-1289. doi: 10.1049/iet-com.2017.0702
  • 6. Ata, S. Ö. (2019) Secrecy performance analysis over cascaded fading channels, IET Communications, 13(2), 259-264. doi: 10.1049/iet-com.2018.5676
  • 7. Ata, S. Ö. ve Erdogan, E. (2020) Secrecy outage probability of inter-vehicular cognitive radio networks, International Journal of Communication Systems, 33(4), e4244. doi: 10.1002/dac.4244
  • 8. Ayaz, F., Sheng, Z., Tian, D., Guan, Y.L. ve Leung, V. (2020) A Voting Blockchain based Message Dissemination in Vehicular Ad-Hoc Networks (VANETs). International Communications Conference, Dublin, Ireland, 7–11. doi:10.1109/ICC40277.2020.9148823
  • 9. Ayaz, F., Sheng, Z., Tian, D. ve Guan, Y.L. (2021) A Proof-of-Quality-Factor (PoQF) based Blockchain and Edge Computing for Vehicular Message Dissemination, IEEE Internet Things Journal, 8(4), 2468–2482. doi:10.1109/JIOT.2020.3026731
  • 10. Ayaz, F., Sheng, Z., Ho, I., Tian, D. ve Ding, Z. (2022a) Blockchain-enabled FD-NOMA based Vehicular Network with Physical Layer Security, Proceedings of the IEEE 95th VTC-Spring, Helsinki, Finland, 1-6. doi:10.1109/VTC2022-Spring54318.2022.9860421
  • 11. Ayaz, F., Sheng, Z., Tian, D., Nekovee, M. ve Saeed, N. (2022b) Blockchain-Empowered AI for 6G-Enabled Internet of Vehicles, MDPI Electronics, 11(3339), 1-12. doi:10.3390/ electronics11203339
  • 12. Barricelli, B. R., Casiraghi, E. ve Fogli, D. (2019) A survey on digital twin: Definitions, characteristics, applications, and design implications, IEEE Access, 7, 167653–167671. doi:10.1109/ACCESS.2019.2953499
  • 13. Chen, Y., Zhu, P., He, G., Yan, X., Baligh, H. ve Wu, J. (2020) From Connected People, Connected Things, to Connected Intelligence, 2nd 6G Wireless Summit (6G SUMMIT), 1-7. doi:10.1109/6GSUMMIT49458.2020.9083770
  • 14. Cui, J., Zhang, X., Zhong, H., Ying, Z. ve Liu, L. (2019) RSMA: Reputation System-Based Lightweight Message Authentication Framework and Protocol for 5G-Enabled Vehicular Networks, IEEE Internet Things Journal, 6(4), 6417–6428. doi:10.1109/JIOT.2019.2895136
  • 15. Cui, M., Wu, Z., Chen, Y., Xu, S., Yang, F. ve Dai, L. (2022) Demo: Low-power Communications Based on RIS and AI for 6G, IEEE International Conference on Communications Workshops, 1-2. doi:10.1109/ICCWorkshops53468.2022.9915019
  • 16. DeBenedictis, E. P. (2018) A future with quantum machine learning, Computer, 51(2), 68–71. doi: 10.1109/MC.2018.1451646
  • 17. Di Renzo, M., Ntontin , K., Song, J., Danufane, H., Qian, X., Lazarakis, F., De Rosny, J., Phan-Huy, D.-T., Simeone, O., Zhang, R., Debbah, M., Lerosey, G., Fink, M., Tretyakov, S., ve Shamai, S. (2020) Reconfigurable intelligent surfaces vs. relaying: Differences, similarities, and performance comparison, IEEE Open Journal of the Communications Society, 1, 798-80. doi:10.1109/OJCOMS.2020.3002955
  • 18. Dinan, M. H., Perović, N. S. ve Flanagan, M. F. (2022) RIS-Assisted Receive Quadrature Space-Shift Keying: A New Paradigm and Performance Analysis, IEEE Transactions on Communications, 70(10), 6874-6889. doi:10.1109/TCOMM.2022.3198117
  • 19. Duong, T. Q., Nguyen, L. D., Narottama, B., Ansere, J. A., Huynh D. V. ve Shin, H. (2022) Quantum-Inspired Real-Time Optimization for 6G Networks: Opportunities, Challenges, and the Road Ahead, IEEE Open Journal of the Communications Society, 3, 1347-1359. doi:10.1109/OJCOMS.2022.3195219
  • 20. Fedorov, A.K., Kiktenko, E.O., Lvovsky, A.I. (2018) Quantum Computers put Blockchain Security at Risk, Nature, 563, 465-467. doi: https://doi.org/10.1038/d41586-018-07449-z
  • 21. Fu, Y., Li, C., Yu, F. R., Luan, T. H. ve Zhang, Y. (2022) A Survey of Driving Safety With Sensing, Vehicular Communications, and Artificial Intelligence-Based Collision Avoidance, IEEE Transactions on Intelligent Transportation Systems, 23(7), 6142-6163. doi:10.1109/TITS.2021.3083927
  • 22. Ghosh, A., Maeder, A., Baker, M. ve Chandramouli, D. (2019) 5G Evolution: A View on 5G Cellular Technology Beyond 3GPP Release 15, IEEE Access, 7, 127639-127651. doi:10.1109/ACCESS.2019.2939938
  • 23. Gismalla, M. S. M., Asrul, I. A., Bin Salim, M. R., Abdullah, M. F. L., Iqbal, F., Mabrouk, W. A., Othman, M. B., Ashyap , A. Y. I. Ve Supa’at, A. S. M. (2022) Survey on Device to Device Communication for 5GB/6G Networks: Concept, Applications, Challenges, and Future Directions, IEEE Access, 10, 30792-30821. doi:10.1109/ACCESS.2022.3160215
  • 24. Gyawali, S., Xu, S., Qian, Y. ve Hu, R. Q. (2021) Challenges and Solutions for Cellular Based V2X Communications, IEEE Communications Surveys & Tutorials, 23(1), 222-255. doi:10.1109/COMST.2020.3029723
  • 25. Han, Q., Yang, Z., Ma, Z., Li, J., Shi, Y., Zhang, J. ve Yang, S. (2020) CMBIoV: Consensus Mechanism for Blockchain on Internet of Vehicles, International Conference on Blockchain and Trustworthy Systems, Dali, China, Springer: Singapore, 2020. doi: 10.1007/978-981-15-9213-3_27
  • 26. Hong, E. K., Lee, I., Shim, B., Ko, Y.-C., Kim, S.-H., Pack, S., Lee, K., Kim, S., Kim, J.-H., Shin, Y., Kim, Y., ve Jung, H. (2022) 6G R&D vision: Requirements and candidate technologies, Communications and Networks, 24(2), 232-245. doi:10.23919/JCN.2022.000015
  • 27. Hui, Y ve diğ., (2022) Secure and Personalized Edge Computing Services in 6G Heterogeneous Vehicular Networks, IEEE Internet of Things Journal, 9(8), 5920-5931, doi: 10.1109/JIOT.2021.3065970
  • 28. Imre, S. ve Balazs, F. (2005) Quantum Computing and Communications: An Engineering Approach. Hoboken, NJ, USA: Wiley, 2005. doi:10.1002/9780470869048
  • 29. Jia, Z., Sheng, M., Li, J., Niyato, D. ve Han, Z. (2021) LEO-Satellite-Assisted UAV: Joint Trajectory and Data Collection for Internet of Remote Things in 6G Aerial Access Networks, IEEE Internet of Things Journal, 8(12), 9814-9826. doi:10.1109/JIOT.2020.3021255
  • 30. Kang, J., Xiong, Z., Ye, D., Kim, D. I., Zhao, J. ve Niyato, D. (2019) Toward secure blockchain-enabled Internet of Vehicles: Optimizing consensus management using reputation and contract theory, IEEE Trans. Veh. Technol., 68(3), 2906–2920. doi: 10.1109/TVT.2019.2894944
  • 31. Khan, M. A., Ghosh, S., Busari, S. A., Huq, K. M. S., Dagiuklas, T., Mumtaz, S., Iqbal, M., ve Rodriguez, J. (2021) Robust, Resilient and Reliable Architecture for V2X Communications, IEEE Transactions on Intelligent Transportation Systems, 22(7), 4414-4430. doi:10.1109/TITS.2021.3084519
  • 32. Kim, M., Kasi, S., Lott, P. A., Venturelli, D., Kaewell, J. ve Jamieson, K. (2021) Heuristic quantum optimization for 6G wireless communications, IEEE Network, 35(4), 8–15. doi: 10.1109/MNET.012.2000770
  • 33. Kirubasri, G., Sankar, S., Pandey, D., Pandey, B. K., Singh, H. ve Anand, R. (2021) A Recent Survey on 6G Vehicular Technology, Applications and Challenges, 2021 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO), Noida, India, 1–5, doi: 10.1109/ICRITO51393.2021.9596147
  • 34. Klaine, P. V., Imran, M. A., Onireti, O. ve Souza, R. D. (2017) A survey of machine learning techniques applied to self-organizing cellular networks, IEEE Communications Surveys & Tutorials, 19(4), 2392–2431. doi:10.1109/COMST.2017.2727878
  • 35. Kulkarni, V., Kulkarni, M. ve Pant, A. (2021) Quantum computing methods for supervised learning, Quantum Machine Intelligence, 3(2), 1–14. doi:10.1007/s42484-021-00050-0
  • 36. Kuruvatti, N. P., Habibi, M. A., Partani, S., Han, B., Fellan, A. ve Schotten, H. D. (2022) Empowering 6G Communication Systems With Digital Twin Technology: A Comprehensive Survey, IEEE Access, 10, 112158-112186. doi: 10.1109/ACCESS.2022.3215493
  • 37. Lee, S., Jung, Y., Park, Y.-H. ve Kim, S.-W. (2022) Design of V2X-Based Vehicular Contents Centric Networks for Autonomous Driving, IEEE Transactions on Intelligent Transportation Systems, 23(8), 13526-13537. doi:10.1109/TITS.2021.3125358
  • 38. Liu, J., Zhang, L., Li, C., Bai, J., Lv, H. ve Lv, Z. (2022) Blockchain-Based Secure Communication of Intelligent Transportation Digital Twins System, IEEE Transactions on Intelligent Transportation Systems, 23(11), 22630-22640. doi:10.1109/TITS.2022.3183379
  • 39. Lu, Y., Huang, X., Zhang, K., Maharjan, S. ve Zhang, Y. (2020) Blockchain Empowered Asynchronous Federated Learning for Secure Data Sharing in Internet of Vehicles, IEEE Transactions on Vehicular Technology, 69(4), 4298-4311. doi: 10.1109/TVT.2020.2973651
  • 40. Ma, H., Li, S., Zhang, E., Lv, Z., Hu, J. ve Wei, X. (2020) Cooperative Autonomous Driving Oriented MEC-Aided 5G-V2X: Prototype System Design, Field Tests and AI-Based Optimization Tools, IEEE Access, 8, 54288-54302. doi: 10.1109/ACCESS.2020.2981463
  • 41. Maraqa, O., Rajasekaran, A. S., Al-Ahmadi, S., Yanikomeroglu, H. ve Sait, S. M. (2020) A Survey of Rate-Optimal Power Domain NOMA With Enabling Technologies of Future Wireless Networks, IEEE Communications Surveys & Tutorials, 22(4), 2192-2235. doi: 10.1109/COMST.2020.3013514
  • 42. Meijers, J., Jayatungai E.i Nag, A. Ve Jurcut, A. D. (2022) Blockchain for V2X: Applications and Architectures, IEEE Open Journal of Vehicular Technology, 3, 193-209. doi: 10.1109/OJVT.2022.3172709
  • 43. Muscinelli, E., Shinde, S. S. ve Tarchi, D. (2022) Overview of Distributed Machine Learning Techniques for 6G Networks, Algorithms, 15(6), 210. doi: 10.3390/a15060210
  • 44. Naik, G., Choudhury, B. ve Park, J.-M. (2019) IEEE 802.11bd & 5G NR V2X: Evolution of radio access technologies for V2X communications, IEEE Access, 7, 70169–70184. doi: 10.1109/ACCESS.2019.2919489
  • 45. Nawaz, S. J., Sharma, S. K., Wyne, S., Patwary, M. N. ve Asaduzzaman, M. (2019) Quantum machine learning for 6G communication networks: State-of-the-art and vision for the future, IEEE Access, 7, 46317–46350. doi: 10.1109/ACCESS.2019.2909490
  • 46. Nguyen, D. C., Pathirana, P. N., Ding, M. ve Seneviratne, A. (2020) Blockchain for 5G and beyond networks: A state of the art survey, Journal of Network and Computer Applications, 166, 102693. doi: 10.1016/j.jnca.2020.102693
  • 47. Noor-A-Rahim, M., Liu, Z., Lee, H., Khyam M. O., He, J., Pesch, D., Moessner, K., Saad, W. ve Poor, H. V. (2022) 6G for Vehicle-to-Everything (V2X) Communications: Enabling Technologies, Challenges, and Opportunities, Proceedings of the IEEE, 110(6), 712-734. doi : 10.1109/JPROC.2022.3173031
  • 48. Pokhrel, S.R. ve Choi, J. (2020) Federated Learning with Blockchain for Autonomous Vehicles: Analysis and Design Challenges, IEEE Transaction on Communications, 68(8), 4734–4746. doi: 10.1109/TCOMM.2020.2990686
  • 49. Saraswat, D., Verma, A., Bhattacharya, P., Tanwar, S., Sharma, G., Bokoro, P.N. ve Sharma, R. (2022) Blockchain-Based Federated Learning in UAVs Beyond 5G Networks: A Solution Taxonomy and Future Directions, IEEE Access, 10, 33154–33182. doi : 10.1109/ACCESS.2022.3161132
  • 50. Sehla, K., Nguyen, T. M. T., Pujolle, G. ve Velloso, P. B. (2022) Resource Allocation Modes in C-V2X: From LTE-V2X to 5G-V2X, IEEE Internet of Things Journal, 9(11), 8291-8314. doi: 10.1109/JIOT.2022.3159591
  • 51. Serghiou, D., Khalily, M., Brown, T. W. C. ve Tafazolli, R. (2022) Terahertz Channel Propagation Phenomena, Measurement Techniques and Modeling for 6G Wireless Communication Applications: A Survey, Open Challenges and Future Research Directions, IEEE Communications Surveys & Tutorials, 24(4), 1957-1996, doi: 10.1109/COMST.2022.3205505
  • 52. Tang, F., Kawamoto, Y., Kato, N. ve Liu, J. (2020) Future Intelligent and Secure Vehicular Network Toward 6G: Machine-Learning Approaches, Proceedings of the IEEE, 108(2), 292–307, doi: 10.1109/JPROC.2019.2954595
  • 53. Tao, F., Zhang, H., Liu, A. ve Nee, A. Y. C. (2019) Digital twin in industry: State-of-the-art, IEEE Transactions on Industrial Informatics, 15(4), 2405-2415. doi: 10.1109/TII.2018.2873186
  • 54. Tataria, H., Shafi, M., Molisch, A. F., Dohler, M., Sjoland, H. ve Tufvesson, F. (2021) 6G wireless systems: Vision, requirements, challenges, insights, and opportunities, Proceedings of the IEEE, 109(7), 1166–1199. doi: 10.1109/JPROC.2021.3061701
  • 55. https://www.3gpp.org/, Erişim Tarihi:01.01.2023, Konu: The 3rd Generation Partnership Project (3GPP)
  • 56. Urgelles, H., Picazo-Martínez, P. ve Monserrat, J. F. (2022) Application of Quantum Computing to Accurate Positioning in 6G Indoor Scenarios, ICC 2022 - IEEE International Conference on Communications, 2022, 643-647. doi: 10.1109/ICC45855.2022.9838523
  • 57. Wang, H.-F., Huang, C.-S. ve Wang, L.-C. (2021) RIS-assisted UAV Networks: Deployment Optimization with Reinforcement-Learning Based Federated Learning, 30th Wireless and Optical Communications Conference (WOCC), Taipei, Taiwan, 257-262. doi: 10.1109/WOCC53213.2021.9602993
  • 58. Wang, C. ve Rahman, A. (2022a) Quantum-Enabled 6G Wireless Networks: Opportunities and Challenges, IEEE Wireless Communications, 29(1). doi: 10.1109/MWC.006.00340
  • 59. Wang, Y., Zhang, W., Chen, Y., Wang, C. -X. ve Sun, J. (2022b) Novel Multiple RIS-Assisted Communications for 6G Networks, IEEE Communications Letters, 26(6), 1413-1417. doi: 10.1109/LCOMM.2022.3163587
  • 60. Wu, C., Ke, L. ve Du, Y. (2021) Quantum Resistant Key-Exposure Free Chameleon Hash and Applications in Redactable Blockchain. Information Science, 548, 438–449. doi: 10.1016/j.ins.2020.10.008
  • 61. Wu, Q. ve Zhang, R. (2020) Towards smart and reconfigurable environment: Intelligent reflecting surface aided wireless network, IEEE Commununication Magazine, 58(1), 106–112. doi: 10.1109/MCOM.001.1900107
  • 62. Wu, Y., Zhang, K. ve Zhang, Y. (2021) Digital twin networks: A survey, IEEE Internet of Things Journal, 8(18), 13789–13804. doi: 10.1109/JIOT.2021.3079510
  • 63. Yang, Z., Yang, K., Lei, L., Zheng, K. ve Leung, V.C.M. (2019) Blockchain based Decentralized Trust Management in Vehicular Networks, IEEE Internet of Things Journal, 6(2), 1495–1505. doi: 10.1109/JIOT.2018.2836144
  • 64. Ye, D., Yu, R., Pan, M. ve Han, Z. (2020) Federated Learning in Vehicular Edge Computing: A Selective Model Aggregation Approach, IEEE Access, 8, 23920–23935. doi: 10.1109/ACCESS.2020.2968399
  • 65. Zeydan, E., Turk, Y., Aksoy, B. ve Tasbag, Y. Y. (2022) Post-Quantum Era in V2X Security: Convergence of Orchestration and Parallel Computation, IEEE Communications Standards Magazine, 6(1), 76-82. doi: 10.1109/MCOMSTD.0001.2100060
  • 66. Zhang, Z., Xiao, Y., Ma, Z., Xiao M., Ding, Z., Lei, X., Karagiannidis, G. K. ve Fan, P. (2019) 6G wireless networks: Vision, requirements, architecture, and key technologies, IEEE Vehicular Technology Magazine, 14(3), 28–41. doi: 10.1109/MVT.2019.2921208
There are 66 citations in total.

Details

Primary Language Turkish
Subjects Communication and Media Studies
Journal Section Survey Articles
Authors

Serdar Özgür Ata 0000-0003-2902-6282

Early Pub Date December 25, 2023
Publication Date December 27, 2023
Submission Date January 29, 2023
Acceptance Date December 13, 2023
Published in Issue Year 2023 Volume: 28 Issue: 3

Cite

APA Ata, S. Ö. (2023). 6G AĞLARDA ARAÇLARIN HABERLEŞMESİ: GELİŞİMİ, ETKİNLEŞTİRİCİ TEKNOLOJİLER VE GÜVENLİK. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, 28(3), 1029-1048. https://doi.org/10.17482/uumfd.1244198
AMA Ata SÖ. 6G AĞLARDA ARAÇLARIN HABERLEŞMESİ: GELİŞİMİ, ETKİNLEŞTİRİCİ TEKNOLOJİLER VE GÜVENLİK. UUJFE. December 2023;28(3):1029-1048. doi:10.17482/uumfd.1244198
Chicago Ata, Serdar Özgür. “6G AĞLARDA ARAÇLARIN HABERLEŞMESİ: GELİŞİMİ, ETKİNLEŞTİRİCİ TEKNOLOJİLER VE GÜVENLİK”. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi 28, no. 3 (December 2023): 1029-48. https://doi.org/10.17482/uumfd.1244198.
EndNote Ata SÖ (December 1, 2023) 6G AĞLARDA ARAÇLARIN HABERLEŞMESİ: GELİŞİMİ, ETKİNLEŞTİRİCİ TEKNOLOJİLER VE GÜVENLİK. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi 28 3 1029–1048.
IEEE S. Ö. Ata, “6G AĞLARDA ARAÇLARIN HABERLEŞMESİ: GELİŞİMİ, ETKİNLEŞTİRİCİ TEKNOLOJİLER VE GÜVENLİK”, UUJFE, vol. 28, no. 3, pp. 1029–1048, 2023, doi: 10.17482/uumfd.1244198.
ISNAD Ata, Serdar Özgür. “6G AĞLARDA ARAÇLARIN HABERLEŞMESİ: GELİŞİMİ, ETKİNLEŞTİRİCİ TEKNOLOJİLER VE GÜVENLİK”. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi 28/3 (December 2023), 1029-1048. https://doi.org/10.17482/uumfd.1244198.
JAMA Ata SÖ. 6G AĞLARDA ARAÇLARIN HABERLEŞMESİ: GELİŞİMİ, ETKİNLEŞTİRİCİ TEKNOLOJİLER VE GÜVENLİK. UUJFE. 2023;28:1029–1048.
MLA Ata, Serdar Özgür. “6G AĞLARDA ARAÇLARIN HABERLEŞMESİ: GELİŞİMİ, ETKİNLEŞTİRİCİ TEKNOLOJİLER VE GÜVENLİK”. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, vol. 28, no. 3, 2023, pp. 1029-48, doi:10.17482/uumfd.1244198.
Vancouver Ata SÖ. 6G AĞLARDA ARAÇLARIN HABERLEŞMESİ: GELİŞİMİ, ETKİNLEŞTİRİCİ TEKNOLOJİLER VE GÜVENLİK. UUJFE. 2023;28(3):1029-48.

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