Internet of Things ; Model Moda Layanan Sistem Transportasi Internet of Vehicle

Nizirwan Anwar, Dewanto Rosian Adhy, Rudi Hermawan, Muhammad Abdullah Hadi, Masmur Tarigan

Abstract


Perkembangan teknologi Individualis dalam pemanfaatan berbagai bidang riset, dan sekitar hampir ratusan miliar perangkat terhubung forecasting tahun 2020, dimana sekitar 50 miliar[1] hal ini menunjukkan perubahan signifikan yang akan terkoneksi IoT. Dengan meningkatkan kebutuhan dan pelaynan pada masyarakat sehingga dibutuhkan banyak titik terhubung, dalam hal ini perkembangan scope area bidang transportasi, dimulainya dari konsep Intelligence Transportation Sistem (ITS) hingga munculnya konsep IoV. Di sisi lain perkembangan infrastruktur TIK tidak secepat kebutuhan dikarenakan pertimbangan pada aspek biaya investasi dan operasional penerapan teknologi tersebut. Kondisi ini tentunya menjadikan permasalahan ketika level Quality of Service (QoS) dari IoV membutuhkan dukungan infrastruktur Teknologi Informasi dan Komunikasi (TIK). Dalam tulisan ini akan dibahas bagaimana perkembangan service’s dari IoV serta kebutuhan akan QoS dan terakhir akan mapping kesiapan implementasi IoV dengan level QoS (TIPHON) minimalnya terkait dengan ketersediaan infrastruktur jaringan. Pembahasan dilakukan dengan membuat review dari berbagai sumber sekunder jurnal penelitian dengan tema/kajian tentang IoT, IoV, ITS, Performance Analysis dan QoS. Hasil dari review jurnal akan diuraikan menjadi bahasan dan rekomendasi serta potensi IoV. Konsep mengukur parameter standar QoS dan terakhir membuat relevansi antara potensi indikator IoV, QoS dan kondisi yang eksisting infratruktur TIK.

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References


Statista, “statistic_id1183457_number-of-iot-connected-devices-worldwide-2019-2030.pdf,” Transforma Insights, New York, USA, 2020.

F. Arena and G. Pau, “An overview of vehicular communications,” Futur. Internet, 2019.

X. Shen, R. Fantacci, and S. Chen, “Internet of Vehicles,” Proc. IEEE, vol. 108, no. 2, pp. 242–245, 2020.

C. Zhou, “Design of geomagnetic data platform system for the internet of vehicle.” pp. 2224–2228, 2020.

S. Kondapalli, “Hybrid-powered internet-of-things for infrastructure-to-vehicle communication,” Midwest Symposium on Circuits and Systems, vol. 2018. pp. 1000–1003, 2019.

A. Thakur, “Internet of Vehicles Communication Technologies for Traffic Management and Road Safety Applications,” Wirel. Pers. Commun., vol. 109, no. 1, pp. 31–49, 2019.

A. Kellerman, The internet city: People, companies, systems and vehicles. 2019.

O. Kaiwartya, A. H. Abdullah, Y. Cao, A. Altameem, and ..., “Internet of vehicles: Motivation, layered architecture, network model, challenges, and future aspects,” IEEE …, 2016.

S. Kumar and J. Singh, “Internet of vehicles over Vanets: smart and secure communication using IoT,” Scalable Comput. Pract. Exp., 2020.

A. Samad, S. Alam, S. Mohammed, and ..., “Internet of vehicles (IoV) requirements, attacks and countermeasures,” Proceedings of 12th …. academia.edu, 2018.

J. Contreras-Castillo, S. Zeadally, and ..., “Internet of vehicles: architecture, protocols, and security,” IEEE internet …, 2017.

C. W. Axelrod, “Integrating in-vehicle, vehicle-to-vehicle, and intelligent roadway systems,” Complex Syst. Stud., 2018.

L. Xu and G. Mcardle, “Internet of too many things in smart transport: The problem, the side effects and the solution,” IEEE Access, 2018.

L. A. Maglaras, A. H. Al-Bayatti, Y. He, I. Wagner, and ..., “Social internet of vehicles for smart cities,” J. Sens. …, 2016.

A. A. Juan, C. A. Mendez, J. Faulin, J. De Armas, and ..., “Electric vehicles in logistics and transportation: A survey on emerging environmental, strategic, and operational challenges,” Energies, 2016.

B. Di Martino, M. Rak, M. Ficco, A. Esposito, S. A. Maisto, and ..., “Internet of things reference architectures, security and interoperability: A survey,” Internet of Things, 2018.

X. Krasniqi and E. Hajrizi, “Use of IoT technology to drive the automotive industry from connected to full autonomous vehicles,” IFAC-PapersOnLine, 2016.

B. Vaidya and H. T. Mouftah, “IoT applications and services for connected and autonomous electric vehicles,” Arab. J. Sci. Eng., 2020.

Y. N. Jeong, S. R. Son, E. H. Jeong, and B. K. Lee, “An integrated self-diagnosis system for an autonomous vehicle based on an IoT gateway and deep learning,” Appl. Sci., 2018.

D. Hortelano, T. Olivares, M. C. Ruiz, C. Garrido-Hidalgo, and ..., “From sensor networks to internet of things. Bluetooth low energy, a standard for this evolution,” Sensors, 2017.

“Internet of Things and Wireless Sensor Network for Smart Cities,” International Journal of Computer Science Issues, vol. 14, no. 5. SoftwareFirst, Ltd., pp. 50–55, 2017.

M. A. Talib, S. Abbas, Q. Nasir, and ..., “Systematic literature review on Internet-of-Vehicles communication security,” Int. J. …, 2018.

T. A. Butt, R. Iqbal, S. C. Shah, and T. Umar, “Social Internet of Vehicles: Architecture and enabling technologies,” Comput. Electr. Eng., 2018.

E. Borcoci, S. Obreja, and M. Vochin, “Internet of vehicles functional architectures-comparative critical study,” The ninth international …. researchgate.net, 2017.

E. Borcoci, M. Vochin, and S. Obreja, “Mobile edge computing versus fog computing in Internet of Vehicles,” Proc. the 10th International …. academia.edu, 2018.

S. Shukla, M. F. Hassan, D. C. Tran, R. Akbar, I. V. Paputungan, and M. K. Khan, “Improving latency in Internet-of-Things and cloud computing for real-time data transmission: a systematic literature review (SLR),” Cluster Computing. Springer Science and Business Media LLC, 2021.

R. S. Wahono, “Systematic Literature Review: Pengantar, Tahapan Dan Studi Kasus,” … dari https://romisatriawahono. net/2016/05/15 …. romisatriawahono.net, 2020.

K. N. Qureshi, “New Trends in Internet of Things, Applications, Challenges, and Solutions.,” Telkomnika, 2018.

K. N. Qureshi, M. M. Idrees, J. Lloret, and I. Bosch, “Self-assessment based clustering data dissemination for sparse and dense traffic conditions for internet of vehicles,” IEEE Access, 2020.

N. Anwar, D. R. Adhy, B. Tjahjono, and ..., “Reliability Analysis of Communication Network Service Quality For Internet of Vehicles (IoV),” … J. Sci. …, 2021.

A. Elfar, Predictive Traffic Operations and Control of Connected and Automated Vehicle Systems. search.proquest.com, 2019.

D. He, Y. Shi, H. Li, and H. Du, “Multiobjective predictive cruise control for connected vehicle systems on urban conditions with InPA‐SQP,” Optim. Control Appl. …, 2019.

S. Scherler, X. Liu-Henke, and ..., “Predictive Energy Management for an Electric Vehicle with Fuel Cell Range Extender in Connected Traffic Systems,” 2020 19th Int. …, 2020.

S. Vazquez, A. Marquez, R. Aguilera, D. Quevedo, and ..., “… ............... ........ S. Rivera, B. Wu, S. Kouro, V. Yaramasu, and J. Wang 1999 Predictive Optimal Switching Sequence Direct Power Control for GridConnected …,”

ieeexplore.ieee.org. .

C. Zhai, Z. Zou, Q. Chen, L. Xu, L. R. Zheng, and ..., “Delay -aware and reliability-aware contention-free MF–TDMA protocol for automated RFID monitoring in industrial IoT,” J. Ind. …, 2016.

A. Felfernig, S. Polat-Erdeniz, C. Uran, S. Reiterer, and ..., “An overview of recommender systems in the internet of things,” Journal of Intelligent …. Springer, 2019.

Y. Perwej, F. Parwej, M. M. M. Hassan, and N. Akhtar, “The Internet-of-Things (IoT) Security : A Technological Perspective and Review,” International Journal of Scientific Research in Computer Science, Engineering and Information Technology. Technoscience Academy, pp. 462–482, 2019.

S. M. Chun and J. T. Park, “A mechanism for reliable mobility management for Internet of Things using CoAP,” sensors, 2017.

F. Aadil, W. Ahsan, Z. U. Rehman, P. A. Shah, S. Rho, and ..., “Clustering algorithm for internet of vehicles (IoV) based on dragonfly optimizer (CAVDO),” J. …, 2018.

T. Zhang, X. Liu, Z. Luo, F. Dong, and Y. Jiang, “Time series behavior modeling with digital twin for Internet of Vehicles,” EURASIP Journal on Wireless …. Springer, 2019.

W. Zhang and X. Xi, “The innovation and development of Internet of Vehicles,” China Commun., 2016.

M. F. K. Sial, “Security issues in Internet of Things: A comprehensive review,” … Res. J. Eng. Technol. …, 2019.

S. Jaloudi, “Communication protocols of an industrial internet of things environment: A comparative study,” Futur. Internet, 2019.

H. Tahaei, F. Afifi, A. Asemi, F. Zaki, and N. B. Anuar, “The rise of traffic classification in IoT networks: A survey,” J. Netw. …, 2020.

F. Arslan, B. Wajid, and H. Shafique, “Mobile GPS based Traffic Anomaly Detection System for Vehicular Network,” Int. J. Comput. Trends Technol., vol. 67, no. 6, pp. 31–36, 2019.

Y. Agarwal, K. Jain, and O. Karabasoglu, “Smart vehicle monitoring and assistance using cloud computing in vehicular Ad Hoc networks,” International Journal of Transportation …. Elsevier, 2018.

N. K. Rao and G. Swain, “A systematic Study of Security Challenges and Infrastructures for Internet of Things,” International Journal of Engineering & …. researchgate.net, 2018.

A. C. Orgerie, B. L. Amersho, T. Haudebourg, and ..., “Simulation toolbox for studying energy consumption in wired networks,” … Netw. …, 2017.

K. M. Alam, M. Saini, and A. E. Saddik, “Workload model based dynamic adaptation of social internet of vehicles,” Sensors, 2015.

Y. Liu, D. Cheng, Y. Wang, J. Cheng, and ..., “A novel method for predicting vehicle state in internet of vehicles,” Mobile Information Systems. hindawi.com, 2018.

Y. Lu, Z. Zhao, B. Zhang, and Q. Gao, “An advertisement dissemination strategy with maximal influence for Internet-of-Vehicles,” Int. J. …, 2019.

T. Limbasiya, D. Das, and S. K. Sahay, “Secure communication protocol for smart transportation based on vehicular cloud,” Adjun. Proc. 2019 ACM …, 2019.

X. Feng and J. Hu, “Research on the identification and management of vehicle behaviour based on Internet of things technology,” Computer Communications, vol. 156. Elsevier BV, pp. 68–76, 2020.

A. Ikram, A. Anjum, R. Hill, and ..., “Approaching the Internet of things (IoT): a modelling , analysis and abstraction framework,” Concurr. …, 2015.

D. D. A. de Sousa, J. I. de Sousa, and L. F. M. Vieira, “SEGMETRIK: Protocol and metrics for advertisement performance tracking in VANETs,” Veh. Commun., 2020.

S. Shukla, M. F. Hassan, M. K. Khan, L. T. Jung, and A. Awang, “An analytical model to minimize the latency in healthcare internet-of-things in fog computing environment,” PLoS One. journals.plos.org, 2019.

X. Kang, B. Song, J. Guo, X. Du, and ..., “Attention-mechanism-based tracking method for intelligent Internet of vehicles,” Int. J. …, 2018.

S. Ibarra-Espinosa, “Generating traffic flow and speed regional model data using internet GPS vehicle records,” MethodsX, vol. 6, pp. 2065–2075, 2019.

A. T. Elve and H. A. Preisig, “Graph-based Mathematical Modelling–Concepts,” Department of Chemical Engineering …. researchgate.net, 2017.

J. Wan, J. Liu, Z. Shao, A. V Vasilakos, M. Imran, and K. Zhou, “Mobile crowd sensing for traffic prediction in internet of vehicles,” Sensors, 2016.


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