Design of intrusion detection systems for vehicular networks by Liang, Junwei

“…With the explosive growth of traffic on road and the rapid evolution of autonomous vehicles, the vulnerability of Vehicular Ad Hoc Networks (VANETs) has become a critical issue as the networks handle the crucial information directly related to human safety. …”
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Use of DSRC and other sensor signals for vehicular localization by Gong, Yi Lin

“…This project is an important part of the vehicular localization. This report, prepared for the full time Final Year Project, will describe the what the author has done and learnt from the project.…”
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Human centric sensing by android phones for vehicular applications by Bose, Subhodeep

“…For the purpose of this project, an android based smartphone application for sensing based functionalities was developed as part of an ongoing PhD project on ‘Intelligent Parking’ for the NTU-BMW Future Mobility Research Lab. …”
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Study on vehicular fuel consumption and emissions (freight vehicles) by Hai, Yin

“…The rise in PM level at low vehicular speed intervals shows the effect of congestions on pollutant emissions. …”
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Data preparation and visualization of heavy vehicular movement for traffic prediction by Chong, Ji Shen

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An ensemble deep learning model for vehicular engine health prediction by Joseph Chukwudi, Isinka, Zaman, Nafees, Abdur Rahim, Md, Arafatur Rahman, Md, Alenazi, Mohammed J.F., Pillai, Prashant

“…In this case, the deep learning models are developed by following ensemble techniques using the most prominently used machine learning techniques. …”
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A blockchain based federated learning for message dissemination in vehicular networks by Ayaz, Ferheen, Sheng, Zhengguo, Tian, Daxin, Guan, Yong Liang

“…The analysis of asymptotic complexity proves PoFL as the most scalable solution compared to other consensus algorithms in vehicular networks.…”
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Achieving secure and privacy-preserving incentive in vehicular cloud advertisement dissemination by Kong, Qinglei, Lu, Rongxing, Zhu, Hui, Ma, Maode

“…The recent research trend of extending cloud computing to vehicles by leveraging under-utilized on-board capabilities [also known as vehicular cloud (VC)] is unsurprising, partly due to the increasing popularity of intelligent vehicles (with on-board computing equipment) and cloud computing. …”
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Cooperative cache transfer-based on-demand network coded broadcast in vehicular networks by G. G. Md. Nawaz Ali, Md. Noor-A-Rahim, Md. Ashiqur Rahman, Ayalew, Beshah, Chong, Peter Han Joo, Guan, Yong Liang

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Compact quad-element vertically-polarized high-isolation wideband mimo antenna for vehicular base station by Wang, Wensong, Zhao, Zhenyu, Sun, Quqin, Liao, Xinqin, Fang, Zhongyuan, See, Kye Yak, Zheng, Yuanjin

“…A novel compact multiple-input-multiple-output (MIMO) antenna with a wide impedance bandwidth and high port isolation is proposed for vehicular base stations. …”
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Jamming-based covert communication for rate-splitting multiple access by Nguyen, Trung Thanh, Luong, Nguyen Cong, Feng, Shaohan, Elbassioni, Khaled, Niyato, Dusit

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A new insight into GAMP and AMP by Liu, Lei, Li, Ying, Huang, Chongwen, Yuen, Chau, Guan, Yong Liang

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Stochastic geometry-based age of information performance analysis for privacy preservation-oriented mobile crowdsensing by Yang, Yaoqi, Zhang, Bangning, Guo, Daoxing, Wang, Weizheng, Nie, Jiangtian, Xiong, Zehui, Xu, Renhui, Zhou, Xiaokang

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Bayesian optimization enhanced deep reinforcement learning for trajectory planning and network formation in multi-UAV networks by Gong, Shimin, Wang, Meng, Gu, Bo, Zhang, Wenjie, Hoang, Dinh Thai, Niyato, Dusit

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Toward human-centered automated driving: a novel spatiotemporal vision transformer-enabled head tracker by Hu, Zhongxu, Zhang, Yiran, Xing, Yang, Zhao, Yifan, Cao, Dongpu, Lv, Chen

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Broadcast Performance Analysis and Improvements of the LTE-V2V Autonomous Mode at Road Intersection by Md. Noor-A-Rahim, G. G. Md. Nawaz Ali, Guan, Yong Liang, Ayalew, Beshah, Chong, Peter Han Joo, Pesch, Dirk

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Quantitative comparison on permanent-magnet vernier machines with improved flux modulation effect for automatic guided vehicles by Cao, Libing, Zuo, Yuefei, Chen, Hao, Xie, Shuangchun, Han, Boon Siew, Hoang, Chi Cuong, Lee, Christopher Ho Tin

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Novel memory motor drive with integrated winding concept for traction applications by Yan, Yuming, Shen, Fawen, Wang, Shuai, Cheong, Benjamin, Gajanayake, Chandana Jayampathi, Gupta, Amit Kumar, Cai, Shun, Yuan, Xin, Chen, Jiahao, Xie, Shuangchun, Lee, Christopher Ho Tin

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Cooperative spectrum sensing in a medium-traffic primary network using double-threshold scheme over imperfect reporting channels by Rabiee, Ramtin, Li, Kwok Hung

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Modeling the proactive driving behavior of connected vehicles : a cell-based simulation approach by Zhu, Feng, Ukkusuri, Satish V.

“…Then the exit flow of cells containing connected vehicles is adjusted to simulate the proactive driving behavior, such that the traffic light is green when the connected vehicle arrives at the signalized intersection. The second part of the article conducts numerical tests to examine the effect of the proactive driving behavior of connected vehicles. …”
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