RADIO FREQUENCY IDENTIFICATION IN TRANSPORT APPLICATIONS

封面

如何引用文章

全文:

详细

RFID (Radio Frequency Identification) has been widely used in many areas of science and technology as well as everyday life. An intensively developing line of RFID applications is the identification of fast-moving transport objects. Despite numerous scientific articles, the latest results on the subject are poorly reflected in the existing surveys. This paper fills the gap by overviewing key publications on RFID technologies and standards and the features of signal propagation in a wireless communication channel between RFID tags and a reader. We describe related theoretical and experimental results as well as the architecture and hardware and software tools for the practical implementation of land vehicle identification systems. In addition, this survey covers publications on utilizing RFID on the base of unmanned aerial vehicles.

作者简介

V. Abramian

Trapeznikov Institute of Control Sciences, Russian Academy of Sciences

V. Vishnevsky

Trapeznikov Institute of Control Sciences, Russian Academy of Sciences

A. Larionov

Trapeznikov Institute of Control Sciences, Russian Academy of Sciences

参考

  1. Jung, K., Lee, S. A Systematic Review of RFID Applications and Diffusion: Key Areas and Public Policy Issues // Journal of Open Innovation: Technology, Market, and Complexity. – 2015. – Vol. 1, no. 9. – P. 1–9.
  2. Sharma, D.K., Mahto, R.V., Harper Ch., Alqattan, Sh. Role of RFID Technologies in Transportation Projects: A Review // International Journal of Technology Intelligence and Planning. – 2020. – Vol. 12, no. 4. – P. 349–377.
  3. Casella, G., Bigliardi, B., Bottani, E. The Evolution of RFID Technology in the Logistics Field: A Review // Procedia Computer Science. – 2022. – Vol. 200, no. 1. – P. 1582–1592.
  4. Kunhoth, J., Karkar, A., Al-Maadeed, S., Al-Ali, A. Indoor Positioning and Wayfinding Systems: A Survey // Human-centric Computing and Information Sciences. – 2020. – Vol. 10, no. 1. – P. 2–41.
  5. ISO 14223-1:2011. Radiofrequency Identification of Animals. – Geveva: ISO, 2011.
  6. ISO/IEC TS 24192-2:2021. Cards and Security Devices for Personal Identification – Communication Between Contactless Readers and Fare Media Used in Public Transport. – Geneva: ISO, 2021.
  7. EPC™ Radio-Frequency Identity Protocols Generation-2 UHF RFID Standard. Specification for RFID Air Interface Protocol for Communications at 860 MHz – 960 MHz. Release 2.1. – Wellington: EPCGlobal, 2015. – 157 p.
  8. Cho, J.H., Cho, M.W. Effective Position Tracking Using B-spline Surface Equation Based on Wireless Sensor Networks and Passive UHF-RFID // IEEE Transactions on Instrumentation and Measurement. – 2013. – Vol. 62, no. 9. – P. 2456–2464.
  9. Park, S., Lee, H. Self-recognition of Vehicle Position Using UHF Passive RFID Tags // IEEE Transactions on Industrial Electronics. – 2013. – Vol. 60, no. 1. – P. 226–234.
  10. Griggs, W.M., Verago, R., Naoum-Sawaya, J., et al. Initial Position Estimation Using RFID Tags: A Least-Squares Approach // IEEE Transactions on Instrumentation and Measurement. – 2010. – Vol. 59, no. 11. – P. 2863–2869.
  11. Wynita, M. Griggs, Rudi Verago, Joe Naoum–Sawaya, et al. Localizing Missing Entities Using Parked Vehicles: An RFID–Based System // IEEE Internet of Things Journal. – 2018. – Vol. 5, no. 5. – P. 4018–4030.
  12. Finkenzeller, K. RFID Handbook. – New York: John Wiley and Sons, 2003. – 480 p.
  13. ГОСТ Р 58701–2019 (ИСО/МЭК 18000–63:2015) Информационные технологии. Идентификация радиочастотная для управления предметами. Часть 63. Параметры радиоинтерфейса для диапазона частот 860–960 МГц (Тип С). – М.: Стандартинформ, 2019. [GOST R 58701–2019 (ISO/MEHK 18000-63:2015) Informatsionnye tekhnologii. Identifikatsiya radiochastotnaya dlya upravleniya predmetami. Chast' 63. Parametry radiointerfeisa dlya diapazona chastot 860 – 960 MGts (Tip S). – M.: Standartinform, 2019. (In Russian)]
  14. Abramson, N. The Aloha System – Another Alternative for Computer Communications // Proceedings of the 1970 Fall Joint Computer Conference AFIPS’70. – New York, USA: ACM Press, 1970. – 281 p.
  15. Low Level Reader Protocol (LLRP). Version 1.1 Ratified Standard. – Wellington: EPCGlobal, 2010. – 198 p.
  16. Reader Management 1.0.1. – Wellington, EPCGlobal, 2007. – 242 p.
  17. Discovery, Configuration, and Initialization (DCI) for Reader Operations. Version 1.0 Ratified Standard. – Wellington: EPCGlobal, 2009. – 26 p.
  18. The Application-Level Events (ALE) Specification, Version 1.1.1. Part I: Core Specification. – Wellington: EPCGlobal, 2009. – 229 p.
  19. The Application-Level Events (ALE) Specification, Version 1.1.1. Part II: XML and SOAP Bindings. – Wellington: EPCGlobal, 2009. – 119 p.
  20. RAIN Reader Communication Interface Guideline. V.4.0. – Wakefield: RAIN RFID Alliance, 2020. – 82 p.
  21. Electronic Vehicle Identification RAIN RFID. White Paper – Wakefield: RAIN RFID Alliance, 2018. – 10 p.
  22. Nikitin, P.V., Rao, K.V. Performance Limitations of Passive UHF RFID Systems // IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). – Albuquerque, 2006. – P. 1011–1014.
  23. Nikitin, P.V., Rao, K.V. Theory and Measurement of Backscattering from RFID Tags // IEEE Antennas and Propagation Magazine. – 2006. – Vol. 48, no. 6. – P. 212–218.
  24. Nikitin, P.V., Rao, K.V. Antennas and Propagation in UHF RFID Systems // 2008 IEEE International Conference on RFID (Frequency Identification), IEEE RFID 2008. – Las Vegas, 2008. – P. 277–288.
  25. Rao, K.V., Lam, S.F., Nikitin, P.V. Wideband Metal Mount UHF RFID Tag // 2008 IEEE International Symposium on Antennas and Propagation and USNC/URSI National Radio Science Meeting, APSURSI. – San Diego, 2008. – doi: 10.1109/APS.2008.4619583.
  26. Nikitin, P.V., Martinez, R., Ramamurthy, S., et al. Phase Based Spatial Identification of UHF RFID Tags // RFID 2010: International IEEE Conference on RFID. – Orlando, 2010. – P. 102—109.
  27. Marrocco, G., Di Giampaolo, E., Aliberti, R. Estimation of UHF RFID Reading Regions in Real Environments // IEEE Antennas and Propagation Magazine. – 2009. – Vol. 51, no. 6. – P. 44–57.
  28. Alhassoun, M., Durgin, G.D. A Theoretical Channel Model for Spatial Fading in Retrodirective Backscatter Channels // IEEE Transactions on Wireless Communications. – 2019. –Vol. 18, no. 12. – P. 5845–5854.
  29. Marrocco, G. The art of UHF RFID Antenna Design: Impedance-Matching and Size-Reduction Techniques // IEEE Antennas and Propagation Magazine. – 2008. – Vol. 50, no. 1. – P. 66–79.
  30. Mayer, L. W., Scholtz, A.L. Sensitivity and Impedance Measurements on UHF RFID Transponder Chips // Int. EURASIP Workshop on RFID Techn. – Vienna, 2007. – P. 1–10.
  31. Nikitin, P., Rao, K.V.S., Lam, S. UHF RFID Tag Characterization: Overview and State-of-the-Art // 34th AMTA Annual Meeting, Antenna Measurement Techniques Association Symposium. – 2012. – No. 2. – P. 2–7.
  32. Nikitin, P. V., Rao, K.V. Effect of Gen2 Protocol Parameters on RFID Tag Performance // 2009 IEEE International Conference on RFID, RFID 2009. – Orlando, 2009. – P. 117–122.
  33. Banerjee, S., Jesme, R., Sainati, R. Performance Analysis of Short Range UHF Propagation as Applicable to Passive RFID // 2007 IEEE International Conference on RFID, IEEE RFID 2007. – Grapevine, 2007. – P. 30–36.
  34. Banerjee, S. R., Jesme, R., Sainati, R.A. Investigation of Spatial and Frequency Diversity for Long Range UHF RFID // 2008 IEEE International Symposium on Antennas and Propagation and USNC/URSI National Radio Science Meeting, APSURSI. – San Diego, 2008. – doi: 10.1109/APS.2008.4619726.
  35. Griffin, J.D., Durgin, G.D. Reduced Fading for RFID Tags with Multiple Antennas // IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). – Honolulu, 2007. – P. 1201–1204.
  36. Griffin, J.D., Durgin, G.D. Complete Link Budgets for Backscatter-Radio and RFID Systems // IEEE Antennas and Propagation Magazine. – 2009. – Vol. 51, no. 2. – P. 11–25
  37. Trotter, M.S., Griffin, J.D., Durgin, G.D. Power-Optimized Waveforms for Improving the Range and Reliability of RFID Systems // 2009 IEEE International Conference on RFID, RFID 2009. – Orlando, 2009. – P. 80–87.
  38. Hasan, A., Zhou, C., Griffin, J.D. Experimental Demonstration of Transmit Diversity for Passive Backscatter RFID Systems // 2011 IEEE International Conference on RFID-Technologies and Applications, RFID-TA 2011. – Sitges, 2011. – P. 544–548.
  39. Dimitriou, Antonis, G., Siachalou, Stavroula, Bletsas, Aggelos, et al. A Site-Specific Stochastic Propagation Model for Passive UHF RFID // IEEE Antennas and Wireless Propagation Letters. – 2014. – Vol. 13. – P. 623–626.
  40. Blythe, P. RFID for Road Tolling, Road-Use Pricing and Vehicle Access Control // IEE Colloquium (Digest). – 1999. – No. 123. – P. 67–82.
  41. Landt, J. The History of RFID // IEEE Potentials. – 2005. – Vol. 24. – P. 8–11.
  42. Tseng, J.D., Wang, W.D., Ko, R.J. An UHF Band RFID Vehicle Management System // 2007 IEEE International Workshop on Anti-counterfeiting, Security, Identification, ASID. – Xiamen, 2007. – P. 390–393.
  43. Bhavke, A., Pai, S. Smart Weight Based Toll Collection & Vehicle Detection During Collision Using RFID // 2017 International Conference on Microelectronic Devices, Circuits and Systems, ICMDCS 2017. – Vellore, 2017. – P. 1–6.
  44. Rajeshwari, S., Santhoshs, H., Varaprasad, G. Implementing Intelligent Traffic Control System for Congestion Control, Ambulance Clearance, and Stolen Vehicle Detection // IEEE sensors journal. – 2015. – Vol. 15, no. 2. – P. 260–263.
  45. Balbin, J.R., Garcia, R.G., Valiente, F.L., et al. Vehicle Identification System through the Interoperability of an Ultra High Frequency Radio Frequency Identification System and Its Database // HNICEM 2017 – 9th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment and Management. – Manila, 2017. – Vol. 2018. – P. 1–5. – doi: 10.1109/HNICEM.2017.8269457.
  46. Pedraza, C., Vega, F., Manana, G. PCIV, an RFID-Based Platform for Intelligent Vehicle Monitoring // IEEE Intelligent Transportation Systems Magazine. – 2018. – Vol. 10, no 2. – P. 28–35.
  47. Khan, A. A., Yakzan, A.I., Ali, M. Radio Frequency Identification (RFID) Based Toll Collection System // Proceedings – 3rd International Conference on Computational Intelligence, Communication Systems and Networks, CICSyN 2011. – Bali, 2011. – P. 103–107.
  48. Вишневский В., Минниханов Р. Автоматизированная система контроля нарушений правил дорожного движения с использованием RFID-технологий и новейших беспроводных средств // Труды 2-й Международной научно–практической конференции «Современные проблемы безопасности: теория и практика». – Казань, 2012. – C. 52–62. [Vishnevskii, V., Minnikhanov, R. Avtomatizirovannaya sistema kontrolya narushenii pravil dorozhnogo dvizheniya s ispol'zovaniem RFID-tekhnologii i noveishikh besprovodnykh sredstv // Trudy 2-i Mezhdunarodnoi nauchno-prakticheskoi konferentsii «Sovremennye problemy bezopasnosti: teoriya i praktika». – Kazan, 2012. – P. 52–62. (In Russian)]
  49. Вишневский В., Минниханов Р. Новый, инновационный, аппаратно-программный комплекс системы дистанционного контроля нарушений ПДД с использованием RFID-технологий // Труды 10 международной научно-практической конференции «Организация и безопасность дорожного движения в крупных городах инновации: ресурс и возможности». – Санкт-Петербург, 2012. – С. 297–305. [Vishnevskii, V., Minnikhanov, R. Novyi, innovatsionnyi, apparatno-programmnyi kompleks sistemy distantsi-onnogo kontrolya narushenii PDD s ispol'zovaniem RFID-tekhnologii // Trudy 10 mezhdunarodnoi nauchno-prakticheskoi konferentsii «Organizatsiya i bezopasnost' dorozhnogo dvizheniya v krupnykh gorodakh innovatsii: resurs i vozmozhnosti». – St. Petersburg, 2010. – P. 297–305. (In Russian)]
  50. Вишневский В.М., Минниханов Р.Н., Дудин А.Н. и др. Новое поколение систем безопасности на автодорогах и их применение в интеллектуальных транспортных системах // Информационные технологии и вычислительные системы. – 2013. – № 4. – С. 80–89. [Vishnevskiy, V.M. Minnikhanov, R.N., Dudin, A.N., et al. New generation of hardware-software for road safety systems and its application in intellectual transport systems // Informacionnye tekhnologii i vichslitel’nye sistemy. – 2013. – No. 4. – P. 80–89. (In Russian)]
  51. Вишневский В.М., Минниханов Р.Н., Дудин А.Н. и др. Опыт реализации системы безопасности на автодорогах с использованием радиочастотной идентификации UHF-диапазона // Материалы Двадцатой международной научной конференции «Распределенные компьютерные и телекоммуникационные сети: управление, вычисление, связь» (DCCN-2017). – Москва, 2017. – С. 152–163. [Vishnevskii, V.M., Minnikhanov, R.N., Dudin, A.N., et al. Opyt realizatsii sistemy bezopasnosti na avtodorogakh s ispol'zovaniem radiochastotnoi identifikatsii UHF-diapazona // Proceedings of the 20th International Conference, Distributed Computer and Communication Networks. – Moscow, 2017. – P. 152–163. (In Russian)]
  52. Larionov, A., Ivanov, R., Vishnevsky, V. A Stochastic Model for the Analysis of Session and Power Switching Effects on the Performance of UHF RFID System with Mobile Tags // 12th Annual IEEE International Conference on RFID, RFID 2018. – Cagliari, 2018. – P. 1–8.
  53. Вишневский В.М., Ларионов А.А., Михайлов Е.А. и др. Методы оценки эффективности систем радиочастотной идентификации транспортных средств // Информационные технологии и вычислительные системы. – 2023. – Vol. 1. – P. 59–70. [Vishnevsky, V.M., Larionov, A.A. Mikhailov, E.A., et al. Evaluation of the Effectiveness of Functional Systems of Radio Frequency Identification of Vehicles // Informatsionnye tekhnologii i vychislitel'nye sistemy. – 2023. – Vol. 1. – P. 59–70. (In Russian)]
  54. Larionov, A.A., Ivanov, R.E., Vishnevsky, V.M. UHF RFID in Automatic Vehicle Identification: Analysis and Simulation // IEEE Journal of Radio Frequency Identification. – 2017. – Vol. 1, no. 1. – P. 3–12.
  55. Jo, M., Youn, H.Y., Cha, S.H., et al. Mobile RFID Tag Detection Influence Factors and Prediction of Tag Detectability // IEEE Sensors Journal. – 2009. – Vol. 9, no. 2. – P. 112–119.
  56. Gu, J., Li, M., Yu, L., et al. Analysis on Link Travel Time Estimation considering Time Headway Based on Urban Road RFID Data // Journal of Advanced Transportation. – 2021. – Vol. 2021. – Art. ID 8876626.
  57. Zhai, Y., Guo, Q., Min, H. An Effective Velocity Detection Method for Moving UHF-RFID Tags // RFID-TA 2018 – 2018 IEEE International Conference on RFID Technology and Applications. – Macau, 2018. – doi: 10.1109/RFID-TA.2018.8552825.
  58. Jing, T., Li, X., Cheng, W., et al. Speeding Detection in RFID Systems on Roads // 2013 International Conference on Connected Vehicles and Expo, ICCVE 2013 – Proceedings. – 2013. – P. 953–954. – doi: 10.1109/ICCVE.2013.6799939.
  59. Choy, J.L.C., Wu, J., Long, C.U., et al. Low Power Vehicles Speed Monitoring for Intelligent Transport Systems // IEEE Sensors Journal. – 2020. – Vol. 20, no 11. – P. 5656–5665.
  60. Al-Shareeda, M.A., Manickam, S. A Systematic Literature Review on Security of Vehicular Ad-hoc Network (VANET) based on VEINS Framework // IEEE Access. – 2023. – Vol. 11, P. 46218–46228.
  61. Vishnevsky, V.M., Krishnamurti, A., Kozyrev, D.V. Review of Methodology and Design of Broadband Wireless Networks with Linear Topology // Indian Journal of Pure and Applied Mathematics. – 2016. – Vol. 47. – P. 329–342.
  62. Vishnevsky, V.M., Ivanov, R.E., Larionov, A.A. Optimization of Topological Structure of Broadband Wireless Networks Along the Long Traffic Routes // Communications in Computer and Information Science. – 2016. – Vol. 601. – P. 30–39.
  63. Zhu, F., Lv, Y., Chen, Y., et al. Parallel Transportation Systems: Toward IoT-Enabled Smart Urban Traffic Control and Management // IEEE Transactions on Intelligent Transportation Systems. – 2020. – Vol. 21, no. 10. – P. 4063–4071.
  64. Zhang, W., Lin, B., Gao, C. Optimal Placement in RFID-Integrated VANETs for Intelligent Transportation System // RFID-TA 2018 – 2018 IEEE International Conference on RFID Technology and Applications. – Macau, 2018. – doi: 10.1109/RFID-TA.2018.8552765.
  65. Zhang, E.-Z., Zhang, X. Road Traffic Congestion Detecting by VANETs // Proceedings of the 2nd International Conference on Electrical and Electronic Engineering (EEE 2019). – Hangzhou, 2019. – P. 242–248.
  66. Shirabur, S., Hunagund, S., Murgd, S. VANET Based Embedded Traffic Control System // Proceedings – 5th IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, RTEICT 2020. – Bangalore, 2020. – P. 189–192.
  67. Pawlowicz, B., Trybus, B., Salach, M., et al. Dynamic RFID Identification in Urban Traffic Management Systems // Sensors (Basel). – 2020. – Vol. 20, no. 15. – P. 1–26.
  68. Vishnevsky, V.M. and Minnikhanov, R.N. and Barsky, I.V. et al. Development of a Hybrid Vehicle Identification System Based on Video Recognition and RFID // Proceedings of the 2022 International Conference on Information, Control, and Communication Technologies, ICCT 2022. – Astrakhan, 2022. – doi: 10.1109/ICCT56057.2022.9976609.
  69. Vishnevsky, V.M., Larionov, A.A. Design Concepts of an Application Platform for Traffic Law Enforcement and Vehicles Registration Comprising RFID Technology // 2012 IEEE International Conference on RFID-Technologies and Applications, RFID-TA 2012. – Nice, 2012. – P. 148–153.
  70. Першин О.Ю., Вишневский В.М., Мухтаров А.А. Оптимальное размещение базовых станций в рамках комплексного проектирования беспроводной сети // Информационные технологии и вычислительные системы. – 2022. – № 1. – С. 12–25. [Pershin, O.Yu., Mukhtarov, A.A., Vishnevskii, V.M. et al. Optimal Placement of Base Stations as Part of an Integrated Design of a Wireless Network // Informatsionnye tekhnologii i vychislitel'nye sistemy. – 2022. – Vol. 1. – P. 12–25. (In Russian)]
  71. Вишневский В.М. Семёнова О.В. Ларионов А.А. Оценка производительности высокоскоростной беспроводной тандемной сети с использованием каналов сантиметрового диапазона радиоволн в системах управления безопасностью дорожного движения // Проблемы управления. – 2013. – № 4. – С. 50–56. [Vishnevsky, V.M., Larionov, A.A., Semenova, O.V. Performance Evaluation of the High-Speed Wireless Tandem Network Using Centimeter and Millimeter-Wave Channels // Control Sciences. – 2013. – No. 4. – P. 50–56. (In Russian)]
  72. Unterhuber, A.R., Iliev, S., Biebl, E.M. Estimation Method for High-Speed Vehicle Identification with UHF RFID Systems // IEEE Journal of Radio Frequency Identification. – 2020. – Vol. 4, no. 4. – P. 343–352.
  73. Zheng, K., Yang, Q. Vehicle positioning method based on RFID in VANETs // ACM International Conference Proceeding Series. – Sanibel Island, 2018. – Art. no. 165.
  74. Lu, Y., Wang, M. RFID Assisted Vehicle Navigation Based on VANETs // Advances in Security, Networks, and Internet of Things. – 2021. – P. 541–553.
  75. Garcia Oya, J.R., Martin Clemente, R., Hidalgo Fort., E., et al. Passive RFID-Based Inventory of Traffic Signs on Roads and Urban Environments // Sensors. – 2018. – Vol. 18, iss. 7. – P. 2385.
  76. Qin, H., Chen, W., Chen, W. A Collision-Aware Mobile Tag Reading Algorithm for RFID-Based Vehicle Localization // Computer Networks. – 2021. – Vol. 199. – Art. no. 108422.
  77. Zhang, X., Lakafosis, V., Traille, A. et al. Performance Analysis of “Fast-Moving” RFID Tags in State-of-the-Art High-Speed Railway Systems // Proceedings of 2010 IEEE International Conference on RFID-Technology and Applications, RFID-TA 2010. – Guangzhou, 2010. – P. 281–285.
  78. Zhang, X., Tentzeris, M. Applications of Fast-Moving RFID Tags in High-Speed Railway Systems // International Journal of Engineering Business Management. – 2011. – Vol. 3, no. 1. – P. 27–31.
  79. Buffi, A., Nepa, P. An RFID-Based Technique for Train Localization with Passive Tags // 2017 IEEE International Conference on RFID, RFID 2017. – Warsaw, 2017. – P. 155–160.
  80. Kostrominov, A.M., Tyulyandin, O.N., Nikitin, A.B. RFID-Based Navigation of Subway Trains // Proceedings of 2020 IEEE East-West Design and Test Symposium, EWDTS 2020. – Varna, 2020. – doi: 10.1109/EWDTS50664.2020.9225125.
  81. Система «Антисон» помогает контролировать внимание машинистов. – URL: https://mosmetro.ru/news/details/1700 (дата обрaщения 28.06.2023). [Sistema «Antison» pomogaet kontrolirovat' vnimanie mashinistov. – URL: https://mosmetro.ru/news/details/1700 (Accessed June 28, 2023). (In Russian)]
  82. Yang, C., Wang, X., Mao, S. Unsupervised Drowsy Driving Detection with RFID // IEEE Transactions on Vehicular Technology. – 2020. – Vol. 69, no. 8. – P. 8151–8163.
  83. Teng, J.H., Hsiao, K.-Y., Luan, Sh.-W., et al. RFID-Based Autonomous Mobile Car // IEEE International Conference on Industrial Informatics (INDIN). – Osaka, 2010. – P. 417–422.
  84. Madana A. L., Sadath L. Improved Contactless RFID Detections in Transport System // Proceedings of International Conference on Intelligent Engineering and Management, ICIEM 2020. – Moscow, 2020. – P. 465–470.
  85. Lonkar, B.B., Sayankar, M.R., Charde, P.D. Design and Monitor Smart Automatic Challan Generation Based on RFID Using GPS and GSM // 3rd International Conference on Internet of Things and Connected Technologies (ICIoTCT), 2018. – Jaipur, 2018. – 6 s. – DOI: http://dx.doi.org/10.2139/ssrn.3168575.
  86. Sabbir, A., Tan, T.M., Mondol, A.M., et al. Automated Toll Collection System Based on RFID Sensor // Proceedings of International Carnahan Conference on Security Technology. – Chennai, 2019. – doi: 10.1109/ccst.2019.8888429.
  87. Pandit, A.A., Talreja, J., Mundra, A.K. RFID Tracking System for Vehicles (RTSV) // 2009 1st International Conference on Computational Intelligence, Communication Systems and Networks, CICSYN 2009. – Indore, 2009. – P. 160–165.
  88. Meneses González, R., Orosco Vega R., Linares Y Miranda R. Some Considerations about RFID System Performance Applied to the Vehicular Identification // 2011 IEEE International Conference on RFID-Technologies and Applications, RFID-TA 2011. – Sitges, 2011. – P. 123–127.
  89. Choi, H.W., Kim, H.J., Kim, S.K. An Overview of Drone Applications in the Construction Industry // Drones. – 2023. – Vol. 7, no. 8. – Art. no. 515.
  90. Mohsan, S.A.H., Othman, N.Q.H., Li, Y., et al. Unmanned Aerial Vehicles (UAVs): Practical Aspects, Applications, Open Challenges, Security Issues, and Future Trends // Intelligent Service Robotics. – 2023. – Vol. 16, no. 1. – P. 109–137.
  91. Gope, P., Millwood, O., Saxena, N. A Provably Secure Authentication Scheme for RFID-Enabled UAV Applications // Computer Communications. – 2021. – Vol. 166. – P. 19–25.
  92. Quino, J., Maja, J.M., Robbins, J., et al. RFID and Drones: The Next Generation of Plant Inventory // Agri. Engineering. – 2021. – Vol. 3, no. 2. – P. 168–181.
  93. Quino, J., Maja, J.M., Robbins, J., et al. The Relationship between Drone Speed and the Number of Flights in RFID Tag Reading for Plant Inventory // Drones. – 2022. – Vol. 6, no. 1. – DOI: https://doi.org/10.3390/drones6010002.
  94. Yang, J.H., Chang, Y. Feasibility Study of RFID-Mounted Drone Application in Management of Oyster Farms // International Geoscience and Remote Sensing Symposium (IGARSS). – Fort Worth, 2017. – P. 3610–3613.
  95. Gortschacher, L.J., Grosinger, J. UHF RFID Sensor System Using Tag Signal Patterns: Prototype System // IEEE Antennas and Wireless Propagation Letters. – 2019. – Vol. 18, no. 10. – P. 2209–2213.
  96. SMARTRAC Sensor DogBone RFID Wet Inlay (RFMicron Magnus S). – URL: https://www.atlasrfidstore.com/smartrac-sensor-dogbone-rfid-rfmicron-magnus-s/ (дата обращения 27.01.2023). [Accessed January 27, 2023.]
  97. DipoleRFID. – URL: https://www.dipolerfid.com/products/RFID-Tags/RFID-Sensors (дата обращения 27.01.2023). [Accessed January 27, 2023.]
  98. Wang, J., Schluntz, E., Otis, B. A New Vision for Smart Objects and the Internet of Things: Mobile Robots and Long-Range UHF RFID Sensor Tags // arXiv:1507.02373. – 2015. DOI: https://doi.org/10.48550/arXiv.1507.02373.
  99. Longhi, M., Casati, G., Latini, D. RFIDrone: Preliminary Experiments and Electromagnetic Models // 2016 URSI International Symposium on Electromagnetic Theory, EMTS 2016. – 2016. – P. 450–453.
  100. Longhi, M., Marrocco, G. Flying Sensors: Merging Nano-UAV with Radiofrequency Identification // 2017 IEEE International Conference on RFID Technology and Application, RFID-TA. – Warsaw, 2017. – P. 164–168.
  101. Longhi, M., Marrocco, G. Ubiquitous Flying Sensor Antennas: Radiofrequency Identification Meets Micro Drones // IEEE Journal of Radio Frequency Identification. – 2017. – Vol. 1, no. 4. – P. 291–299.
  102. Casati, G., Longhi, M., Latini, D. The Interrogation Footprint of RFID-UAV: Electromagnetic Modeling and Experimentations // IEEE Journal of Radio Frequency Identification. – 2017. – Vol. 1, no. 2. – P. 155–162.
  103. Almalki, F.A. Utilizing Drone for Food Quality and Safety Detection Using Wireless Sensors // 2020 3rd IEEE International Conference on Information Communication and Signal Processing, ICICSP 2020. – Shanghai, 2020. – P. 405–412.
  104. Buffi, A., Nepa, P., Cioni, R. SARFID on Drone: Drone-based UHF-RFID Tag Localization // 2017 IEEE International Conference on RFID Technology and Application, RFID-TA. – Warsaw, 2017. – P. 40–44.
  105. Buffi, A., Tellini, B. Measuring UHF-RFID Tag Position via Unmanned Aerial Vehicle in Outdoor Scenario // IEEE 4th International Forum on Research and Technologies for Society and Industry, RTSI 2018. – Palermo, 2018. – doi: 10.1109/RTSI.2018.8548428.
  106. Buffi, A., Motroni, A., Nepa, P., et al. A SAR-Based Measurement Method for Passive-Tag Positioning with a Flying UHF-RFID Reader // IEEE Transactions on Instrumentation and Measurement. – 2019. – Vol. 68, no. 3. – P. 845–853.
  107. Habaebi, M.H., Omar, R.K., Islam, M.R. Mobile Drone Localization in Indoor Environment Based on Passive RFID // International Journal of Interactive Mobile Technologies. – 2020. – Vol. 14, no. 5. – P. 4–15.
  108. Abramian, V., Larionov, A. Numerical Research of the Probability of Radio Frequency Identification of Tags Using a UAV-mounted RFID Reader // Proceedings of the 2022 International Conference on Information, Control, and Communication Technologies, ICCT 2022. – Sochi, 2022. – doi: 10.1109/ICCT56057.2022.9976631.
  109. Li, C., Tanghe, E., Suanet, P. ReLoc 2.0: UHF-RFID Relative Localization for Drone-Based Inventory Management // IEEE Transactions on Instrumentation and Measurement. – 2021. – Vol. 70. – Art. no. 8003313.
  110. Biau, G., Scornet, E. A Random Forest Guided Tour // Test. – 2016. – Vol. 25, no 2. – P. 197–227.
  111. Wu, H.P. Intelligent Parking Management System Utilizing RFID // Proceedings of the ACM MobiSys 2019 Rising Stars Forum. – Seoul, 2019. – P. 37–41.
  112. Exponent. – URL: https://exponent-ts.com/ (дата обращения 27.01.2023). [Accessed January 27, 2023.]
  113. RFID Drone. – URL: https://squadrone-system.com/en/solutions/drone-rfid/ (дата обращения 27.01.2023). [Accessed January 27, 2023.]
  114. The flying Inventory Assistant. – URL: https://www.fraunhofer.de/en/press/research-news/2014/december/the-flying-inventory-assistant.html (дата обращения 07.02.2023). [Accessed February 7, 2023.]
  115. Alam, S.S., Chakma, A., Rahman, M.H., et al. RF-Enabled Deep-Learning-Assisted Drone Detection and Identification: An End-to-End Approach // Sensors. – 2023. – Vol. 23, no 9. – Art. no. 4202.
  116. Basak, S., Rajendran, S., Pollin, S., et al. Combined RF-Based Drone Detection and Classification // IEEE Transactions on Cognitive Communications and Networking. – 2022. – Vol. 8, no. 1. – P. 111–120.
  117. Sazdić-Jotić, B., Pokrajac, I., Bajčetić, J., et al. Single and Multiple Drones Detection and Identification Using RF Based Deep Learning Algorithm // Expert Systems with Applications. – 2022. – Vol. 187. – Art. no. 115928.
  118. Khan, M.A., Menouar, H., Eldeeb, A., et al. On the Detection of Unauthorized Drones – Techniques and Future Perspectives: A Review // IEEE Sensors Journal. – 2022. – Vol. 22, no. 12. – P. 11439–11455.


Creative Commons License
此作品已接受知识共享署名 4.0国际许可协议的许可
##common.cookie##