ПРИМЕНЕНИЕ РАДИОЧАСТОТНОЙ ИДЕНТИФИКАЦИИ НА ТРАНСПОРТЕ

Обложка

Цитировать

Полный текст

Аннотация

Технология RFID (Radio Frequency Identification) нашла широкое применение во многих областях науки и техники и повседневной жизни людей. Одним из интенсивно развивающихся направлений применения RFID является идентификация быстродвижущихся транспортных объектов. Несмотря на большое количество научных статей, посвященных данной тематике, последние результаты в этой области нашли слабое отражение в существующих обзорах. Настоящая статья призвана восполнить этот пробел. Приведен обзор публикаций в области технологий и стандартов RFID, а также особенностей распространения сигналов в беспроводном канале связи между RFID-метками и считывателем. Дано описание теоретических и экспериментальных результатов, а также архитектуры и аппаратно-программных средств практической реализации систем идентификации наземных транспортных средств. Приведен также обзор публикаций о применении RFID на беспилотных летательных аппаратах.

Об авторах

В. Л Абрамян

Институт проблем управления им. В. А. Трапезникова РАН

В. М Вишневский

Институт проблем управления им. В. А. Трапезникова РАН

А. А Ларионов

Институт проблем управления им. В. А. Трапезникова РАН

Список литературы

  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
Эта статья доступна по лицензии Creative Commons Attribution 4.0 International License.

Данный сайт использует cookie-файлы

Продолжая использовать наш сайт, вы даете согласие на обработку файлов cookie, которые обеспечивают правильную работу сайта.

О куки-файлах