Performance analysis of IEEE 802.11p safety message broadcast with and without relaying at road intersection by Md. Noor-A-Rahim, G. G. Md. Nawaz Ali, Nguyen, Hieu, Guan, Yong Liang

“…However, up to date, no work has been done on the performance of the IEEE 802.11p safety message broadcasting for the road-intersection scenario in urban environment. …”
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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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Detection of road markings for advanced driver assistance by Suchitra Sathyanarayana

“…Automatic detection of road markings will enhance the capabilities of Advanced Driver Assistance Systems (ADAS) as road markings denote vital information pertaining to traffic safety and navigation. …”
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Standard Practice for Roads and Parking Lots Pavement Condition Index Surveys / by ASTM International issuing body 7786

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Enhancing driver fatigue detection accuracy in on-road driving systems using an LSTM-DNN hybrid model with modified Z-Score and morlet wavelet by Rafiuddin, Abdubrani, Mahfuzah, Mustafa, Zarith Liyana, Zahari

“…Detecting and addressing driver fatigue in real time is crucial for improving road safety. This research paper introduces an innovative method for detecting driver fatigue using electroencephalogram (EEG) signals, enhanced by the Morlet mother wavelet and modified z-score feature. …”
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Investigation of deep learning model for vehicle classification by Ahsiah, Ismail, Amelia Ritahani, Ismail, Adzreen Nulsyazwan, S. Nadzeer, Asmarani Ahmad Puzi, asmarani@iium.edu.my, Suryanti, Awang, Roziana, Ramli

“…The usage of automobiles in cities and metropolitan areas has increased drastically throughout the years and there is a need to monitor the flow of road traffic to improve the traffic congestion and safety. …”
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Mining big spatial data by Lee, Ming Da

“…At present, this is achieved by performing spatial study to determine road traffic accident patterns followed by recognizing road location with high tendency of accidents. …”
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Cost efficient trust-based vehicle selection for platoon by Qiu, Hongwei

“…In addition, it provides good experiences in safety and comfortableness. The user's vehicle follows the lead vehicle, so the performance of the lead vehicle becomes the key to handling a platoon driving experience. …”
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Use of DSRC and other sensor signals for vehicular localization by Gong, Yi Lin

“…With advancement of technology, vehicular communication network which has a high-accuracy, reliable and real time location identification is coming out, and this is a basis for all the road safety applications. The V2X communication can be performed over Dedicated Short Range Communication (DSRC) technology. …”
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Study on the impact of connected automated vehicle position on mixed traffic flow stability by Tan, Kenneth Chiao Wee

“…Traffic stability is of paramount importance because unnecessary traffic congestion due to unstable traffic flow worsens the performance of road transportation networks. Connected automated vehicles (CAV) is one of the emerging developments of information technology brought in to significantly improve road safety and efficiency. …”
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A hybrid deep learning model for detecting driver fatigue using electroencephalogram signals by Rafiuddin, Abdubrani, Mahfuzah, Mustafa, Zarith Liyana, Zahari

“…Road accidents caused by driver fatigue are a significant public safety concern, and detecting driver fatigue is crucial for preventing such incidents. …”
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Applications of artificial intelligence in real-time video analytics by Liu, Zhemin

“…Illegal parking can be a ubiquitous concern faced by urban cities, posing potential traffic impediments and safety risks to other road users. Despite having surveillance systems deployed to monitor traffic offences, the videos recorded are often stored only for post-event forensics. …”
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Car-to-car communication interworking between 5G cellular and DSRC technologies by Ong, Wei Hong

“…Through Vehicle-to-Everything Technology (V2X), vehicles equipped with On-Board-Units (OBU) transmit safety information such as speed and heading to other vehicles and other nodes in the transportation network such as traffic lights, exchanging vital information and warning drivers of potential hazards on the road. …”
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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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