Vehicle-to-Vehicle Communication: A Review of Efficiency, Communication Medium and Action Signal
DOI:
https://doi.org/10.15282/ijame.22.1.2025.4.0921Keywords:
V2V, Safety, Efficiency of traffic, Medium, Action signalAbstract
In an era marked by rapid advancement in technology, transportation systems are experiencing a revolutionary transformation. Vehicle-to-Vehicle (V2V) communication stands at the forefront of this transformative movement, with the potential to significantly change the ways how vehicles interact with one another and their surrounding environment. This newly developed technology has the capacity to significantly improve road safety, traffic efficiency, and every aspect of the driving experience. Thus, a review of V2V communication based on its safety, efficiency of traffic on the road, the medium of communication and the action signal have been made. The purpose of the review on this technology is to examine the possibility of enhancing safety measures that may include walking, motorcyclists, cyclists, and drivers on the road. A comprehensive review of publications about safety, technology for communication, and signal reception in vehicles was conducted, along with an analysis of the articles that followed. Notably, the quest encompassed three prominent databases – IEEE Xplore, ScienceDirect, and Web of Science – covering the period from 2002 to 2023. These repositories were deemed adequately comprehensive to envelop our literature review. Through the application of predefined criteria for inclusion and exclusion, a total of 125 articles were curated. Among this compilation, a majority (63 out of 125) were dedicated to studies centered around V2V communication systems. Furthermore, a significant subset (44 out of 125) revolved around tangible endeavors directed at the advancement of V2V communications. The remaining fraction (18 out of 125) comprised articles offering comprehensive assessments and survey analyses. Multiple investigations were conducted with a focus on automating the detection of V2V communications and their respective subcategories, all geared towards the enhancement of detection accuracy. Therefore, this systematic review is intended to provide pathways for researchers and encourage their motivation to address the identified problems and gaps.
References
[1] M. El Zorkany, A. Yasser, and A. I. Galal, “Vehicle to Vehicle ‘V2V’ communication: Scope, importance, challenges, research directions and future,” The Open Transportation Journal, vol. 14, no. 1, pp. 86–98, 2020.
[2] M. Yousef, A. Hosny, W. Gamil, M. Adel, H. M. Fahmy, M. S. Darweesh “Dual-mode forward collision avoidance algorithm based on vehicle-to-vehicle (V2V) communication,” in Midwest Symposium on Circuits and Systems, pp. 739–742, 2019.
[3] M. Silva, F. Moita, U. Nunes, L. Garrote, H. Faria, and J. Ruivo, “ISRobotCar: The autonomous electric vehicle project,” in IEEE International Conference on Intelligent Robots and Systems, pp. 4233–4234, 2012.
[4] A. Abunei, C. R. Comsa, C. F. Caruntu, and I. Bogdan, “Redundancy based V2V communication platform for vehicle platooning,” in ISSCS 2019 - International Symposium on Signals, Circuits and Systems, pp. 1-4, 2019.
[5] S. Zhao. T. Zhang, N. Wu, H. Ogai, S.Tateno, “Vehicle to vehicle communication and platooning for EV with wireless sensor network”, in 2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE), pp. 1435-1440, 2015.
[6] H. John. P. Gregory, Y. Rebecca, “Vehicle-to-Vehicle Communications: Readiness of V2V Technology for Application,” US Transportation Collection 27999 [Online], August 1 2014. Available: www.rosap.ntl. bts.gov
[7] P. Mahure, R. K. Keshri, R. Abhyankar, and G. Buja, “Bidirectional conductive charging of electric vehicles for V2V energy exchange,” in IECON Proceedings (Industrial Electronics Conference), pp. 2011–2016, 2020.
[8] D. L. Luu, C. Lupu, H. Alshareefi, and M. Lupu, “Performance analysis of V2V and V2I channels for autonomous smart car,” in 2022 23rd International Carpathian Control Conference (ICCC 2022), pp. 382–386, 2022.
[9] J. Zhang, Liang Xu, J. Ma, Y. Zhang, S. Li, and A. J. Khattak, “Understanding scenarios for cooperative V2V active safety applications using connected vehicle datasets,” in CICTP 2020, pp. 521-533, 2020.
[10] J. H. Jeong, S. Y. Kim, and B. S. Kwon, “Preview control of automotive active suspension systems to improve ride comfort using V2V communication,” in International Conference on Control, Automation and Systems, pp. 1726–1729, 2021.
[11] M. Noor-A-Rahim, G. G. M. N. Ali, Y. L. Guan, B. Ayalew, P. H. J. Chong, and D. Pesch, “Broadcast performance analysis and improvements of the LTE-V2V autonomous mode at road intersection,” IEEE Transactions on Vehicular Technology, vol. 68, no. 10, pp. 9359–9369, 2019.
[12] J. Raiyn, “Road intersection intelligent traffic management based on V2V wireless communication,” in 2019 IEEE International Conference on Electrical, Computer and Communication Technologies (ICECCT), pp. 1-6. IEEE, 2019.
[13] Y.Liu and J. Guo, “Design of improved vehicle collision warning system based on v2v communication,” in 2018 8th International Conference on Electronics Information and Emergency Communication (ICEIEC), pp. 95-98, 2018.
[14] M. Minea, “Cooperative V2V clustering algorithm for improving road traffic safety information,” in 2015 12th International Conference on Telecommunication in Modern Satellite, Cable and Broadcasting Services (TELSIKS), pp. 369-372, 2015.
[15] B. Choudhury, V. K Shah, A. Dayal, and J. H. Reed “Experimental analysis of safety application reliability in v2v networks,” in 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), pp. 1-5, 2020.
[16] B. Xu, O. Wolfson, and H. J. Cho, “Monitoring neighboring vehicles for safety via V2V communication,” in Proceedings of 2011 IEEE International Conference on Vehicular Electronics and Safety, pp. 280-285, 2011.
[17] S. Z. Liu and S. H. Hwang, “Vehicle anti-collision warning system based on V2V communication technology,” in International Conference on ICT Convergence, IEEE Computer Society, pp. 1348–1350, 2021.
[18] J. Ahrems, “Implementation of collision warning algorithm based on V2V communications,” in 2015 25th International Conference Radioelektronika (RADIOELEKTRONIKA), pp. 395-398, 2015.
[19] A. Sadek, B. Abdullah, and W. R. Anis . “Safety improvement in vehiclar communication systems,” in 2017 12th International Conference on Computer Engineering and Systems (ICCES), pp. 325-328, 2017.
[20] R. Dang, J. Ding, B. Su, Q. Yao, Y. Tian, and K. Li, “A lane change warning system based on V2V communication” in 17th International IEEE Conference on Intelligent Transportation Systems (ITSC), pp. 1923-1928, 2014.
[21] P. M. d'Orey, P. M. Santos, J. Pintor, and A. Aguiar, “Opportunistic use of in-vehicle wireless networks for vulnerable road user interaction,” in 2019 IEEE Intelligent Vehicles Symposium (IV), pp. 816-823, 2019.
[22] A. J. Javier, P. Aurelio, G. Fernando, and T. Edgar, “Motorcycle detection for ADAS through camera and V2V communication, a comparative analysis of two modern technologies,” Expert Systems with Applications, vol. 77, pp 148-159, 2017.
[23] J. J. Anaya, E. Talavera, D. Gimenez, N. Gomez, J. Felipe, and J. E. Naranjo, “Vulnerable road users detection using V2X communications,” in IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, pp. 107–112, 2015.
[24] R. R. Raje, B. Dankwa, R. Vijayan, D. Sanghavia and M. Tuceryan “Trust in vehicle-to-vehicle communication”, International Journal of Scientific & Engineering Research, vol. 8, no. 6, 2017.
[25] Z. Liu, L. Pu, Z. Meng, X. Yang, K. Zhu, and L. Zhang, “POFS: A novel pedestrian-oriented forewarning system for vulnerable pedestrian safety,” in 2015 International Conference on Connected Vehicles and Expo, (ICCVE), pp. 100–105, 2016.
[26] C. Derek and B. D. William, “Cooperative driving: Beyond V2V as an ADAS sensor,” in 2012 IEEE Intelligent Vehicles Symposium, pp. 529-534, 2012.
[27] J. Ahrems, “Collision warning algorithm for passage of an uncontrolled road intersection,” in 2014 14th Biennial Baltic Electronic Conference (BEC), pp. 49-52, 2014.
[28] D. M. Sacristan, C. Herranz, J. F. Monserrat, “Traffic safety in the METIS-II 5G connected cars use case: Technology enablers and baseline evaluation,” in Traffic safety in the METIS-II 5G connected cars use case: Technology enablers and baseline evaluation." In 2017 European Conference on Networks and Communications (EuCNC), pp. 1-5, 2017.
[29] Ellen van Nunen, Francesco Esposto, Arash Khabbaz Saberi, and Jan-Pieter Paardekooper, “Evaluation of safety indicators for truck platooning,” in 2017 IEEE Intelligent Vehicles Symposium (IV), pp. 1013-1018, 2017.
[30] K. Karlsson, J. Carlsson, M. Larsson, and C. Bergenhem, “Evaluation of the V2V channel and diversity potential for platooning trucks,” in 2016 10th European Conference on Antennas and Propagation (EuCAP), pp. 1-5, 2016.
[31] K. Karlsson, M. Larsson, S. Wickstrom, G. Ledfect, M. Olack and R. Whiton “On the effect of vertical spatial diversity on V2V communication for three different platooning scenarios,” in 2015 9th European Conference on Antennas and Propagation (EuCAP), pp. 1-5, 2015.
[32] Y. Li and S. C. Kim, “Vehicle platooning algorithm for improving following control,” in International Conference on Information Networking, pp. 530–533, 2023.
[33] G. Giambene, M. D. S. Rahman, A. Vinel. “Analysis of V2V sidelink communications for platoon applications,” in ICC 2020-2020 IEEE International Conference on Communications (ICC), pp. 1-6, 2020.
[34] Z. Wang, G. Wu, P. Hao, K. Boriboonsomsin, and M. Barth, “Developing a platoon-wide eco-cooperative adaptive cruise control (CACC) system,” in 2017 IEEE Intelligent Vehicles Symposium (IV), pp. 1256-1261, 2017.
[35] S. Mosharafian and J. M. Velni, “Cooperative adaptive cruise control in a mixed-autonomy traffic system: A hybrid stochastic predictive approach incorporating lane change,” IEEE Transactions on Vehicular Technology, vol. 72, no. 1, pp. 136-148, 2022.
[36] A. Alipour-Fanid, M. Dabaghchian, and K. Zeng, “Impact of jamming attacks on vehicular cooperative adaptive cruise control systems,” IEEE Transactions on Vehicular Technology, vol. 69, no. 1, pp. 12679-12693, 2020.
[37] Q. Sun, A. El Kamel and B. Liu “Decentralized longitudinal tracking control for cooperative adaptive cruise control systems based on multiple V2V communication,” in 2013 IEEE International Conference on Systems, Man, and Cybernetics, pp. 2013-2018, 2013.
[38] P. Wang, Z. Sun, J. Tan, Z. Huang, Q. Zhu, and W. Zhao, “Development and evaluation of cooperative adaptive cruise controllers,” in 2015 IEEE International Conference on Mechatronics and Automation (ICMA), pp. 1607-1612, 2015.
[39] E. V. Nunen, J. Verhaugh, E. Silvas, E. S. Kazerooni, and N. V. D. Wouw, “Robust model predictive cooperative adaptive cruise control subject to V2V impairments,” in 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), pp. 1-8, 2017.
[40] O. Pauca, A. Maxim, and C. F. Caruntu, “Control architecture for cooperative autonomous vehicles driving in platoons at highway speeds,” IEEE Access, vol. 9, pp. 153472–153490, 2021.
[41] R. Kianfar, B. Augusto, A. Ebadighajari, U. Hakeem, J. Nilsson, A. Raza et al., “Design and experimental validation of a cooperative driving system in the grand cooperative driving challenge,” IEEE Transactions on Intelligent Transportation Systems, vol. 13, no. 3, pp. 994–1007, 2012.
[42] J. Sawant and U. Chaskar, “Development of cooperative adaptive cruise control with multiple predecessors’ information and CarSim validation,” in 2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT), pp. 453-458, 2021.
[43] A. N. Qasemabadi, S. Mozaffari, M. Rezaei, M. Ahmadi, and S. Alirezaee, “A novel model for driver lane change prediction in cooperatice adaptive cruise control systems,” in 2023 International Symposium on Signals, Circuits and Systems (ISSCS), 2023, pp. 1–4, 2023.
[44] Y. C. Lin and H. L. T. Nguyen, “Adaptive neuro-fuzzy predictor-based control for cooperative adaptive cruise control system,” IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 3, pp. 1054–1063, 2020.
[45] R. Wang, Z. Xu, X. Zhao, and J. Hu, “V2V-based method for the detection of road traffic congestion,” IET Intelligent Transport Systems, vol. 13, no. 5, pp. 880–885, 2019.
[46] F. Outay, F. Kamoun, F. Kaisser, D. Alterri, and A. Yasar, “V2V and V2I communications for traffic safety and CO2 emission reduction: A performance evaluation,” in Procedia Computer Science, pp. 353–360, 2019.
[47] P. S. Narayanan, and C. S. Joice, “Vehicle-to-Vehicle (V2V) communication using routing protocols: A review,” in 2019 International Conference on Smart Structures and Systems (ICSSS), pp. 1-10, 2019.
[48] F. Ye, M. Adams, and S. Roy “V2V wireless communication protocol for rear-end collision avoidance on highways,” in ICC Workshops-2008 IEEE International Conference on Communications Workshops, pp. 375-379, 2008.
[49] X. Liu and A. Jaekel, “Congestion control in V2V safety communication: Problem, analysis, approaches,” Electronics, vol. 8, no. 5, p. 540, 2019.
[50] A. Nshimiyimana, D. Agrawal and W. Arif, “Comprehensive Survey of V2V Communication for 4G Mobile and Wireless Technology” in 2016 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), pp. 1722-1726, 2016.
[51] A. Iyer, A. Kherani, A. Rao, and A. Karnik, “Secure V2V communications: Performance impact of computational overheads,” in IEEE INFOCOM Workshops 2008, pp. 1-6, 2008.
[52] M. Boban and P. M. d'Orey, “Measurement-based evaluation of cooperative awareness for V2V and V2I communication. 2014,” in 2014 IEEE Vehicular Networking Conference (VNC), pp. 1-8, 2014.
[53] A. Demba and D. P. F. Moller, “Vehicle-to-vehicle communication technology,” in 2018 IEEE International Conference on Electro/Information Technology (EIT), pp. 0459-0464, 2018.
[54] D. Mohammed, D. K. D. Bourzig, M. Abdelkim, and K. Mokhtar, “Digital data transmission via Visible Light Communication (VLC): Application to vehicle to vehicle communication,” in 2016 4th International Conference on Control Engineering & Information Technology (CEIT), pp. 1-5, 2016.
[55] K. Siddiqi, A. D. Raza, and S. S. Muhammad, “Visible light communication for V2V intelligent transport system,” 2016 International Conference on Broadband Communications for Next Generation Networks and Multimedia Applications (CoBCom), pp. 1-4, 2016.
[56] M. Saravanan, J. Ajayan, P. Mamikandan, P. Naveen, S. R. Ashokkumar, and K. Ramkumar, “Li-Fi Technology for Vehicle-to-Vehicle Communication,” in International Conference on Edge Computing and Applications (ICECAA 2022), pp. 451–455, 2022.
[57] P. G. Surya, G. Sankar, R. Sivanesan, and A. A. Rai, “Li-Fi based safety technique for vehicle to vehicle communication,” in 2021 6th International Conference on Communication and Electronics Systems (ICCES), pp. 747–751, 2021.
[58] K. Thandapani, P. Nagarajan, C. K. Pappa, and N. Ashokkumar, “MEMS sensor based V2V communication using Li-Fi technology,” in 2023 9th International Conference on Advanced Computing and Communication Systems (ICACCS 2023), pp. 1370–1374, 2023.
[59] V. A. Velvizhi, G. Senbagavalli, M. Anbarasan, R. Aishwarya, I. Harini, and M. Darsana Kumari, “Communication between Two Vehicles Using LoRa,” Proceedings of the 2021 4th International Conference on Computing and Communications Technologies (ICCCT 2021), pp. 453–457, 2021.
[60] Y. Li, “Anti-fatigue and collision avoidance systems for intelligent vehicles with ultrasonic and Li-Fi sensors,” in 2020 3rd IEEE International Conference on Information Communication and Signal Processing (ICICSP), pp. 203–209, 2020.
[61] P. Krishnan, “Design of collision detection system for smart car using Li-Fi and ultrasonic sensor,” IEEE Transactions on Vehicular Technology, vol. 67, no. 12, pp. 11420–11426, 2018.
[62] A. Bandyopadhayay, R. Basak, I. Pal, and T. Ghosh, “Noble proposition for autonomous detection of obstacles by vehicles using the concept of light fidelity,” in 2020 4th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech), pp. 1-6, 2020.
[63] B. B. Rhoades, V. Katariya, and J. M. Conrad, “A novel RF (XBee) and IR LoS (line-of-sight) collaborative vehicle-to-vehicle navigation technique,” in SoutheastCon 2018, pp. 1-6, 2018.
[64] M. Yuvaraju, P. M. Benson Mansingh and G Sekar, “A Li-Fi based collision avoidance system for vehicles using visible light communication,” in 2021 7th International Conference on Electrical Energy Systems (ICEES), pp. 114-116, 2021.
[65] S. Kulkarni, A. Darekar, and S. Shirol, “Proposed framework for V2V communication using Li-Fi technology” in 2017 International Conference on Circuits, Controls, and Communications (CCUBE), pp. 187-190, 2017.
[66] S. Yogarayan, S. F. Abdul Razak, A. Azman, M. F. Azli Abdullah, and A. S. Md Supian, “Light fidelity (Li-Fi) for vehicular communication: A comprehensive study,” in Journal of Telecommunication, Electronic and Computer Engineering, vol. 13, no. 3, pp. 13–17, 2021.
[67] B. O. Sadiq, A. A. Olaniyan, A. A. Ibrahi, and O. S. Zakariyya, “Li-Fi: The future propagation of wireless power transfer in vehicular ad hoc networks,” in 2020 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), pp. 1-4, 2020.
[68] E. Zadobrischi, “The concept regarding vehicular communications based on visible light communication and the IoT,” Journal Electronics, vol 12, p. 1359, 2023.
[69] G. Devi, N. Jayanthi, S. Rahul, M. Saran Karthick, S. Gokul Raghavendra, and M. Anand, “A critical review on Li-Fi technology and its future applications” AIP Conference Proceedings, vol. 2690, no. 1, 2023.
[70] J. I. Janjua, T. A. Khan, M. S. Khan, and M. Nadeem, “Li-Fi communications in smart cities for truly connected vehicles,” in 2021 International Conference on Smart Cities, Automation and Intelligent Computing Systems (ICON-SONICS 2021), pp. 1–6, 2021.
[71] V. Georlette, J. S. Melgarejo, S. Bette, N. Point, and V. Moeyaert, “Work-in-Progress: Using Li-Fi to control automated guided vehicles. Steps towards an industrial market product,” in 2022 IEEE 18th International Conference on Factory Communication Systems (WFCS), pp. 1-4, 2022.
[72] V. Georlette, J. Sanchez Melgarejo, S. Bette, and V. Moeyaert, “Automated guided vehicle controlled by Li-Fi: A study case,” in 2022 22nd International Conference on Control, Automation and Systems (ICCAS), pp. 53-58, 2022.
[73] R. Sabouni and R. M. Hafez, “Performance of DSRC for V2V communications in urban and highway environments,” in 2012 25th IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), pp. 1-5, 2012.
[74] S. R. Govindarajulu, R. Hokayem, and E. A. Alwan, “Dual-band antenna array for 5.9 GHz DSRC and 28 GHz 5G Vehicle to Vehicle communication,” in 2020 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting (IEEECONF), pp. 1583–1584, 2020.
[75] M Baek, H Lee, H Choi, K Ko, “Poster: Development of ICA algorithm for V2X communications by using PreScan,” In 2015 IEEE Vehicular Networking Conference (VNC), pp. 167-168, 2015.
[76] J. Lee, B. B. Park, “Investigating communications performance for automated vehicle-based intersection control under connected vehicle environment,” in 2015 IEEE Intelligent Vehicles Symposium (IV), pp. 1342-1347, 2015.
[77] L.Wang, Renato F. Iida, A. M. Wyglinsk, “Performance analysis of EDCA for IEEE 802.11p/DSRC based V2V communication in discrete event system,” in 2017 IEEE 86th Vehicular Technology Conference (VTC-Fall), pp. 1-5, 2017.
[78] M. Sepulcre, J. Gozalvez, and M. Carmen Lucas-Estan, “Power and packet rate control for vehicular networks in multi-application scenarios,” IEEE Transactions on Vehicular Technology, vol. 68, no. 9, pp. 9029–9037, 2019.
[79] G. Olenscki, O. Dokur, and S. Katkoori, “Intersection movement assist and lane change assist V2V warnings with DSRC-based basic safety messages,” in 2022 IEEE International Symposium on Smart Electronic Systems (iSES 2022), pp. 718–723, 2022.
[80] O. Dokur and S. Katkoori, “Three connected V2V applications based on DSRC basic safety messages,” IEEE Transactions on Vehicular Technology, vol. 68, no. 9, pp. 9029-9037, 2019.
[81] S. Reddy Govindarajulu and E. A. Alwan, “Range optimization for DSRC and 5G millimeter-wave vehicle-to-vehicle communication link,” in 2019 International Workshop on Antenna Technology (iWAT), pp. 228-230, 2019.
[82] T. Kimura, “Performance analysis of cellular-relay vehicle-to-vehicle communications,” IEEE Transactions on Vehicular Technology, vol. 70, no. 4, pp. 3396–3411, 2021.
[83] S. R. Govindarajulu, R. Hokayem, and E. A. Alwan, “Dual-band antenna array for 5.9 GHz DSRC and 28 GHz 5G vehicle to vehicle communication,” in 2020 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, (IEEECONF 2020), pp. 1583–1584, 2020.
[84] T. Shimizu, V. Va, G. Bansal, and R. W. Heath, “Millimeter wave V2X communications: Use cases and design considerations of beam management,” in 2018 Asia-Pacific Microwave Conference (APMC), pp. 183-185, 2018.
[85] L. Cao, H. Yin, J. Hu, and L. Zhang, “Performance analysis and improvement on DSRC application for V2V communication,” in 2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall), pp. 1-6, 2020.
[86] Abu Rayhan, “Cybersecurity in the digital age: Assessing threats and strengthening defenses,” https://www.researchgate.net/-profile/Abu-Rayhan-11/publication/380205137_Cybersecurity_in_the_Digital_Age_Assessing_Threats_and_Strengthening-Defenses/links/663104807091b94e93e7cdda/Cybersecurity-in-the-Digital-Age-Assessing-Threats-and-Strengthening-Defenses.pdf
[87] R. A. Gheorghiu, A. C. Cormos, V. A. Stan, and V. Iordache, “Overview of network topologies for V2X communications” in 2017 9th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), pp. 1-6, 2017.
[88] J. B. Kenney, “Dedicated short-range communications (DSRC) standards in the United States,” Proceedings of the IEEE, vol. 99, no. 7, pp. 1162-1182, 2011.
[89] D. Zhao, H. Qin, B. Song, Y. Zhang, X. Du, and M. Guizani, “A reinforcement learning method for joint mode selection and power adaptation in the V2V communication network in 5G,” IEEE Transactions on Cognitive Communications and Networking, vol. 6, no. 2, pp. 452–463, 2020.
[90] J. Lianghai, M. Liu, A. Weinand, and H. D. Schotten, “Direct vehicle-to-vehicle communication with infrastructure assistance in 5G network,” in 2017 16th Annual Mediterranean Ad Hoc Networking Workshop (Med-Hoc-Net), pp. 1-5, 2017.
[91] T. Petrov, M. Dado, K. E. Ambrosch, and P. Holecko, “Experimental topology for V2V communication based on internet of things”, 2016 ELEKTRO, pp. 72-76, 2016.
[92] Y. Xie, K. Yu, Z. Tang, L. Jiao, J. Xue, and H. Zhou, “An effective capacity empowered resource allocation approach in low-latency C-V2X,” in 2022 14th International Conference on Wireless Communications and Signal Processing (WCSP), pp. 794-799, 2022.
[93] J. Miao, X. Chai, X. Song, and T. Song, “A DDQN-based energy-efficient resource allocation scheme for low-latency V2V communication,” in 2022 IEEE 5th International Electrical and Energy Conference (CIEEC), pp. 53-58, 2022.
[94] F. Naeem, S. Seifollahi, Z. Zhou, and M. Tariq, “A generative adversarial network enabled deep distributional reinforcement learning for transmission scheduling in internet of vehicles,” IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 7, pp. 4550–4559, 2021.
[95] J. Shi, J. Du, J. Wang, and J. Yuan, “Federated deep reinforcement learning-based task allocation in vehicular fog computing,” in 2022 IEEE 95th Vehicular Technology Conference:(VTC2022-Spring), pp. 1-6, 2022.
[96] J. Lin, P. Yang, N. Zhang, F. Lyu, X. Chen, and L. Yu, “Low-latency edge video analytics for on-road perception of autonomous ground vehicles,” IEEE Transactions on Industrial Informatics, vol. 19, no. 2, pp. 1512–1523, 2023.
[97] M. Uitto and A. Heikkinen, “Demo: Proactive low latency video encoding service based on 5G coverage,” in 2021 IEEE Vehicular Networking Conference (VNC), pp. 121-122, 2021.
[98] Y. Sadovaya, D. Solomitckii, W. Mao, O. Orhan, H. Nikopour, and S. Talwar, “Geometry-based V2V channel modeling over millimeter-wave in highway scenario,” in 2019 11th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), pp. 1-6, 2019.
[99] Baldomero Coll-Perales, Marco Gruteser, Javier Gozalvez, “Evaluation of IEEE 802.11ad for mmWave V2V Communications” in 2018 IEEE Wireless Communications and Networking Conference Workshops (WCNCW), pp. 290-295, 2018.
[100] K. A. Al Mallak, M. Beach, T. Hong Loh, and G. Hilton, “Characterisation of doppler shift in millimetre wave vehicular channel,” in Antennas and Propagation Conference 2019 (APC-2019), pp. 1-7, 2019.
[101] E. Zochmann, M. Hofer, M. Lerch, J. Blumenstein, S. Sangodoyin, and H. Groll, “Statistical evaluation of delay and doppler spread in 60 GHz vehicle-to-vehicle channels during overtaking,” in 2018 IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications (APWC), pp. 1-4, 2018.
[102] O. Kanhere, A. Chopra, A. Thornburg, T. S. Rappaport, and S. S. Ghassemzadeh, “Performance impact analysis of beam switching in millimeter wave vehicular communications,” in 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), pp. 1-7, 2021.
[103] K. A. A. Mallak, M. Nair, G. Hilton, T. H. Loh, and M. A. Beach, “Characterising the impact of antenna beamwidth on the performance of vehicle-to-infrastructure (V2I) millimetre wave communication,” in 2021 International Symposium on Networks, Computers and Communications (ISNCC), pp. 1-6, 2021.
[104] K. Tomimoto, K. Serizawa, M. Miyashita, R. Yamaguchi, and T. Fukusako, “Antennas and propagation technologies of V2V communications for platooning; Antennas and propagation technologies of V2V communications for platooning,” in 2020 14th European Conference on Antennas and Propagation (EuCAP), pp. 1-4, 2020.
[105] E. Abuhdima, J. Liu, C. Zhao, A. Elqaouaq, G. Comert, and C. T. Huang, “Impact of Dust and sand on 5G communications for connected vehicles applications,” IEEE Journal of Radio Frequency Identification, vol. 6, pp. 229–239, 2022.
[106] A. Ben-Yaacov, M. Maltz, D. Shinar, and B. -Gurion, “Effects of an in-vehicle collision avoidance warning system on short-and long-term driving performance,” Journal of the Human Factors and Ergonomics Society, vol. 44, no. 2, pp 42-335, 2002.
[107] Z. Sabir and A. Amine, “PrOMor: A proposed prototype of V2V and V2I for crash prevention in the Moroccan case,” Advances in Science, Technology and Engineering Systems, vol. 6, no. 1, pp. 200–207, 2021.
[108] T. Yamazato, I. Takai, H. Okada, T. Fujii, T. Yendo, S. Arai, et al., “Image-sensor-based visible light communication for automotive applications,” in IEEE Communications Magazine, vol. 52, no. 7, pp 88-97, 2014.
[109] A. H. S. Chan and A. W. Y. Ng, “Perceptions of implied hazard for visual and auditory alerting signals,” Journal Safety Science, vol. 47, no. 3, pp. 346–352, 2009.
[110] Y. Zhang, S. Zhang, Z. Liang, H. L. Li, H. Wu, and Q. Liu, “Dynamical driving interactions between human and mentalizing-designed autonomous vehicle,” in 2022 IEEE International Conference on Development and Learning (ICDL 2022), pp. 178–183, 2022.
[111] G. M. Grasso, G. D’Italia, and S. Battiato, “A flexible virtual environment for autonomous driving agent-human interaction testing,” in 2020 Aeit international conference of electrical and electronic technologies for automotive (Aeit automotive), pp. 1-6, 2020.
[112] A. S. Tomar, M. S. Gull, S. R. Penmetsa, and F. Tillema, “Towards a human-centric design solution for automated systems to enhance driver’s comfort and acceptance,” in 2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), pp. 1-6, 2021.
[113] H. M. Fahmy, G. Baumann, M. A. Abd, E. Ghany, and H. Mostafa, “V2V-based vehicle risk assessment and control for lane-keeping and collision avoidance,” in 2017 29th International Conference on Microelectronics (ICM), pp. 1-5, 2017.
[114] T. Yang, Y. Zhang, J. Tan, and T. Z. Qiu, “Research on forward collision warning system based on connected vehicle V2V communication” in 2019 5th International Conference on Transportation Information and Safety (ICTIS), pp. 1174-1181, 2019.
[115] V. Vibin, P. Sivraj, and V. Vanitha, “Implementation of in-vehicle and V2V communication with basic safety message format,” in 2018 International Conference on Inventive Research in Computing Applications (ICIRCA), pp. 637-642, 2018.
[116] A. Hosny, M.Yousef, W. Gamil, M. Adel, H. Mostafa, and M. S. Darweesh, “Demonstration of forward collision avoidance algorithm based on V2V communication” in 2019 8th International Conference on Modern Circuits and Systems Technologies (MOCAST), pp. 1-4, 2019.
[117] M. S. B. Syed, F. Memon, S. Memon, R. A. Khan, “IoT based emergency vehicle communication system,” in 2020 international conference on information science and communication technology (ICISCT), pp. 1-5, 2020.
[118] R. Shanmughasundaram, S. P. Vadanan, and V. Dharmarajan “Li-Fi based automatic traffic signal control for emergency vehicles” in 2018 Second International Conference on Advances in Electronics, Computers and Communications (ICAECC), pp. 1-5, 2018.
[119] M. R. Jeena, G. Bhavya, K. Jayasree, and B. Nandhana, “Vehicle to vehicle communication using VLC and IoT,” International Research Journal of Engineering and Technology, vol. 8, no. 4, pp. 458-461, 2021.
[120] J. D. Lee, J. D. Hoffman, and E. Hayes, “Collision warning design to mitigate driver distraction,” Proceedings of the SIGCHI Conference on Human factors in Computing Systems, pp. 65-72, 2004.
[121] A. H. S. Chan, A. W. Y. Ng,“Perceptions of implied hazard for visual and auditory alerting signals,” Journal of Safety Science, vol. 47, no. 3, pp. 346-352, 2009.
[122] C. Spence and C. Ho, “Multisensory warning signals for event perception and safe driving,” Theoretical Issues in Ergonomics Science, vol. 9, no. 6, pp. 523–554, 2008.
[123] R. Gray, “Looming auditory collision warnings for driving,” Journal of the Human Factors and Ergonomics Societ, vol. 53, no. 1, pp. 63–74, 2011.
[124] N. I. Mohd Zaki, S. M. Che Husin, M. K. K. Abu Husain, and N. Abu Husain “Auditory alert for in-vehicle safety technologies-A review,” Journal of the Society of Automotive Engineers Malaysia, vol. 5, no. 1, pp. 88–102, 2021.
[125] P. Bazilinskyy and J. deWinter, “Auditory interfaces in automated driving: An international survey,” PeerJ Computer Science, vol. 1, p. e13, 2015..
[126] A. V. Medina-Carrión, E. F. Ordóñez-Morales, M. López-Nores, and J. F. Bravo-Torres, “Simulation of a driving assistant by means of a Multisensory Alert System (MAS),” in 2022 IEEE 40th Central America and Panama Convention (CONCAPAN), pp. 1-6, 2022.
[127] J. Fagerlonn and H. Alm, “Auditory signs to support traffic awareness,” Journal of IET Intelligent Transport Systems, vol. 4, no. 4, pp. 262–269, 2011.
[128] C.-P. Fung, S.-H. Chang, J.-R. Hwang, C.-C. Hsu, W.-J. Chou, and K.-K. Chang, “The study on the influence of audio warning systems on driving performance using a driving simulator,” in Proceedings of the 20th International Technical Conference on the Enhanced Safety of Vehicles, Lyon, p. 18, 2007.
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