Academic literature on the topic 'Traffic signs and signals Australia'

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Journal articles on the topic "Traffic signs and signals Australia"

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Rash-ha Wahi, Rabbani, Narelle Haworth, Ashim Kumar Debnath, and Mark King. "Influence of Type of Traffic Control on Injury Severity in Bicycle–Motor Vehicle Crashes at Intersections." Transportation Research Record: Journal of the Transportation Research Board 2672, no. 38 (2018): 199–209. http://dx.doi.org/10.1177/0361198118773576.

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Many studies have identified factors that contribute to bicycle–motor vehicle (BMV) crashes, but little is known about determinants of cyclist injury severity under different traffic control measures at intersections. Preliminary analyses of 5,388 police-reported BMV crashes from 2002 to 2014 from Queensland, Australia revealed that cyclist injury severity differed according to whether the intersection had a Stop/Give-way sign, traffic signals or no traffic control. Therefore, separate mixed logit models of cyclist injury severity (fatal/hospitalized, medically treated, and minor injury) were
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Inagaki, Joji. "Traffic message signals and signs." JOURNAL OF THE ILLUMINATING ENGINEERING INSTITUTE OF JAPAN 76, no. 1 (1992): 21–24. http://dx.doi.org/10.2150/jieij1980.76.1_21.

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Raj, Kumar Shrivastava, and Yadav Rakesh. "Automated Traffic Signals using Real-Time Traffic Densities." Journal of Information Technology and Sciences 4, no. 3 (2018): 28–36. https://doi.org/10.5281/zenodo.1693994.

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The ever-increasing problem of traffic is taking a toll on the commuters’ daily routine wherein a significant amount of time of the day is consumed in travelling itself. With expanding movement, the suburbanites are required to stop for longer lengths at activity intersections sitting tight for the green signs bringing about loss of time and fuel. To check this issue, this paper proposes a brilliant activity control framework which powerfully changes the signs continuously by breaking down and looking at the movement at different intersections. The proposed methodology utilizes Hadoop to
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C, Bharanidharan, Jeevan Chandra, Hitesh Kumar, Jayasurya s, and Stella A. "GLOBAL IMAGE IDENTIFIER." International Research Journal of Computer Science 9, no. 8 (2022): 195–200. http://dx.doi.org/10.26562/irjcs.2022.v0908.08.

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Many of the things, signs, and symbols we encounter when exploring the world might not be familiar to us. A global image identifier must be created to minimize confusion and misunderstanding. We shall use the less-than-universal traffic signs as an example. Road signs are strategically positioned to safeguard drivers’ and tourists' safety. Additionally, they offer instructions on when and where cars should turn or not turn. The traffic signs on the road express several cautions. In India, there are 400 traffic accidents per day, according to official statistics. Road signs ensure the safety of
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Gaurav Singh and Prof. Sonam Singh. "Traffic Object Detection and Recognition Systems." International Journal of Scientific Research in Computer Science, Engineering and Information Technology 10, no. 4 (2024): 81–86. http://dx.doi.org/10.32628/cseit24104110.

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You are already known about automatic vehicles in which the car can control itself. Cars must clearly understand and recognize all traffic signals. Many organizations named Uber, Google, Tesla, Toyota, Mercedes-Benz, Ford, Audi and others are getting involved on this technology to enhance their experience by adding features like autonomous driving and putting efforts in maximum innovation in this field. As a result, if we want to work with this technology accurately it depends on how the vehicle can distinguish between different signs such as no entry, height limit, turning signs, school signs
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Snehal Chaudhary, Et al. "Use of Convolutional Neural Network and SVM Classifiers for Traffic Signals Detection." International Journal on Recent and Innovation Trends in Computing and Communication 11, no. 9 (2023): 490–93. http://dx.doi.org/10.17762/ijritcc.v11i9.8834.

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Road signals are crucial for preserving a safe and effective flow of traffic. They give directions to cars, warn them of potential dangers, and notify them of the conditions of the road ahead. Road signs make roadways safer for both vehicles and pedestrians by regulating traffic and reducing accidents. Failure to obey traffic signals can be harmful and result in collisions. Drivers must always be conscious of their surroundings and pay attention to traffic signs. If a driver misses a signal, they should proceed with caution and safety to prevent injuring themselves or others, and they should s
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Cui, Naizhong. "Optimization Strategies for Traffic Signal and Identification Design." Frontiers in Science and Engineering 5, no. 2 (2025): 92–98. https://doi.org/10.54691/nvmq1d61.

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This article deeply studies how to improve the effectiveness of traffic signal and roadway signage design, pointing out some shortcomings in current design, including the lack of rationality in signal configuration, low recognition, and ineffective coordination with the surrounding road environment. In response to these issues, scientific layout and planning of traffic signals, enhancing the recognizability of signals and signs, improving the compatibility between signals and roads, and promoting the development and application of intelligent traffic signal systems have been proposed. Intended
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Gore, Shubham, Manan Bhasin, and Suchitra S. "Traffic Sign Detection using Yolo v5." International Journal for Research in Applied Science and Engineering Technology 11, no. 5 (2023): 2679–83. http://dx.doi.org/10.22214/ijraset.2023.51591.

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Abstract: One of the crucial areas of research in the field of advanced driver assistance systems (ADAS) is the detection and recognition of traffic signals in a real-time environment. These are specifically developed to work in real-time to improve road safety by informing the driver of various traffic signals such as speed limits, priorities, restrictions, and so on. This research paper proposes a traffic sign identification system on an Indian dataset utilizing the YOLOv5 model. This study suggests a method for detecting a particular set of 10 traffic signs. You Only Look Once (YOLO) v5 is
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J, Sanjay, Sandesh Saidapur, Sanjay CR, and Shamanth Reddy. "Traffic Sign Detection using Convolutional Neural Networks." International Journal for Research in Applied Science and Engineering Technology 11, no. 4 (2023): 4269–73. http://dx.doi.org/10.22214/ijraset.2023.51261.

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Abstract: Signs on the road are crucial making sure the flow of traffic is smooth. Disregard whilst watching the traffic sign board is one of the main causes of traffic accidents. Traffic signs are essential for controlling traffic, preventing accidents, and assuring safety.No entry, speed limit, traffic lights, left or right turn, children crossing, etc. are just a few examples of various sorts of signs. The human observation of traffic control signals under the current approaches could lead to a re-entry collision of cars. The fast-moving traffic may be delayed as a result. Additionally, the
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Almusawi, Husam A., Mohammed Al-Jabali, Amro M. Khaled, Korondi Péter, and Husi Géza. "Self-Driving robotic car utilizing image processing and machine learning." IOP Conference Series: Materials Science and Engineering 1256, no. 1 (2022): 012024. http://dx.doi.org/10.1088/1757-899x/1256/1/012024.

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Abstract The major goal of this paper is to build and represent a prototype of a fully autonomous car that employs computer vision to detect lanes and traffic signs without human intervention using limited computing capacity. The project contains an embedded system represented by a Raspberry Pi 3 which serves as the image processing and machine learning unit. This method requires a stream of images as input for the computer vision using OpenCV2 library with C++ programming language along with Haar Cascade Classifier for the detection of traffic signs. The Raspberry Pi will send binary signals
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Dissertations / Theses on the topic "Traffic signs and signals Australia"

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Peiffer, John P. "Fatigue testing of stiffened traffic signal structures." Laramie, Wyo. : University of Wyoming, 2009. http://proquest.umi.com/pqdweb?did=1888253611&sid=11&Fmt=2&clientId=18949&RQT=309&VName=PQD.

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Franz, Mark L. "Local agency traffic sign retroreflectivity case study and model of observed traffic sign light intensity." Morgantown, W. Va. : [West Virginia University Libraries], 2009. http://hdl.handle.net/10450/10473.

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Thesis (M.S.)--West Virginia University, 2009.<br>Title from document title page. Document formatted into pages; contains viii, 85 p. : ill. (some col.), col. map. Includes abstract. Includes bibliographical references (p. 79-82).
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Sullivan, Andrew J. "Developing a traffic signal design manual for Alabama." Birmingham, Ala. : University of Alabama at Birmingham, 2009. https://www.mhsl.uab.edu/dt/2009m/sullivan.pdf.

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Jrew, Basim K. "Application of off-line computer programs to arterial signal timing and railroad preemption." Diss., Georgia Institute of Technology, 1985. http://hdl.handle.net/1853/20131.

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Wong, Lo-kwan. "The use of vehicular countdown traffic signal in Hong Kong a feasibility analysis /." Click to view the E-thesis via HKUTO, 2008. http://sunzi.lib.hku.hk/hkuto/record/B41549296.

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Amanzholov, Anuar. "Analysis of off-peak traffic signal operations." Access to citation, abstract and download form provided by ProQuest Information and Learning Company; downloadable PDF file, 129 p, 2008. http://proquest.umi.com/pqdweb?did=1605156311&sid=6&Fmt=2&clientId=8331&RQT=309&VName=PQD.

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Malek, Shahram. "EASINET : a procedural package for development and analysis of intersection control strategies." Diss., Georgia Institute of Technology, 1992. http://hdl.handle.net/1853/33612.

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Yang, Chun-Ming. "Enhancing driving safety through proper message design on variable message signs /." View online ; access limited to URI, 2005. http://0-wwwlib.umi.com.helin.uri.edu/dissertations/dlnow/3206259.

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Einhorn, Mark David. "Self-organising traffic control algorithms at signalised intersections." Thesis, Stellenbosch : Stellenbosch University, 2015. http://hdl.handle.net/10019.1/96751.

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Thesis (PhD)--Stellenbosch University, 2015.<br>ENGLISH ABSTRACT: The debilitating social, economic and environmental ramifications of traffic congestion are experienced in large cities the world over. The optimisation of traffic signal timings at signalised road intersections attempts to mitigate the extent of these adverse effects of traffic congestion by reducing the delay time experienced by vehicles in a transport network. Today, traffic signal control schemes may be classiffied into one of two main classes, namely fixed-time traffic signal control strategies, which are typically cyc
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Brunot, Douglas Clair. "SPECIFICATION RECOMMENDATIONS FOR STRUCTURAL SUPPORTS FOR HIGHWAY SIGNS, LUMINAIRES AND TRAFFIC SIGNALS." University of Akron / OhioLINK, 2006. http://rave.ohiolink.edu/etdc/view?acc_num=akron1145887924.

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Books on the topic "Traffic signs and signals Australia"

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Ireland. Department of the Environment. Traffic signs manual. Stationery Office, 1996.

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Great Britain. Department for Transport., ed. Traffic signs manual. TSO, 2003.

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Nepal. Dept. of Roads. Road and Traffic Unit., ed. Traffic signs manual. Road and Traffic Unit, Planning and Design Branch, Dept. of Roads, Ministry of Physical Planning and Works, 2007.

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McDonald, M. Obscuration of traffic signs and signals. Transport and Road Research Laboratory], 1988.

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National Research Council (U.S.). Transportation Research Board., ed. Communications, traffic signals, and traffic control devices, 1991. Transportation Research Board, National Research Council, 1991.

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Dudek, Conrad L. Changeable message signs. National Academy Press, 1997.

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Great Britain. Department of Transport. Traffic Advisory Unit. Traffic signs, signals and road marking bibliography. Department of Transport, Traffic Advisory Unit, 1989.

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Macken, JoAnn Early. Road signs. Amicus, 2011.

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Orcutt, Fred L. The traffic signal book. Prentice Hall, 1993.

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Gene, Hawkins H., Carlson Paul J, Texas Transportation Institute, and Texas. Dept. of Transportation., eds. Traffic signal warrants: Guidelines for conducting a traffic signal warrant analysis. Texas Dept. of Transportation, 1998.

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Book chapters on the topic "Traffic signs and signals Australia"

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Boyce, Peter. "Markings, Signs, and Traffic Signals." In Lighting for Driving: Roads, Vehicles, Signs, and Signals, Second Edition, 2nd ed. CRC Press, 2024. http://dx.doi.org/10.1201/9781003388906-5.

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"Markings, Signs, and Traffic Signals." In Lighting for Driving. CRC Press, 2008. http://dx.doi.org/10.1201/9781420008159-9.

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"Markings, Signs, and Traffic Signals." In Lighting for Driving. CRC Press, 2008. http://dx.doi.org/10.1201/9781420008159.ch5.

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Nayak, Manjushree, Ashish Kumar Dass, and Sapna Singh Kshatri. "An AI-Based Efficient Model for the Classification of Traffic Signals Using Convolutional Neural Network." In Building Secure Business Models Through Blockchain Technology. IGI Global, 2023. http://dx.doi.org/10.4018/978-1-6684-7808-0.ch002.

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The objective of this study is to build a model for the classification of traffic signs available in the image into many categories using a CNN and Keras library to detect the traffic sign. The goal of the traffic sign recognition is to build a deep neural network (DNN), which is used to classify traffic signs. The authors suggest training the model so it can decode traffic signs from natural images using the German Traffic Sign Dataset. This data should be firstly preprocessed in order to maximize the model performance. After choosing model architecture, fine tuning, and training, the model w
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"Aluminum in Infrastructure." In Aluminum: Technology, Industry, and Applications. ASM International, 2023. http://dx.doi.org/10.31399/asm.tb.atia.t59340413.

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Abstract This chapter presents examples of aluminum infrastructure applications and their benefits to society. Infrastructure applications covered within this chapter include: electrical conductors; roads and bridges; highway signs, traffic signals, and license plates; railroad and highway crossings; solar energy generation; and agriculture and industrial applications.
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Liang Ziyi and Xu Ping. "The Systematic Design of Road Traffic Signal Recognition Based on the Integration of ZigBee with Active FRID." In Frontiers in Artificial Intelligence and Applications. IOS Press, 2017. https://doi.org/10.3233/978-1-61499-785-6-388.

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In order to improve the safety of motorists and to realize driving automation and unmanned, a road traffic signal recognition system based on the integration of ZigBee network and FRID is designed. Firstly, the devices of Radio Frequency Identification (RFID) is installed on the original road signs, traffic lights and road markings. It can transmit traffic signals, which are consistent with the original encoded information. At the same time, the device is the terminal node of ZigBee network. Then, routers and coordinator nodes are installed in the necessary place. At last, the network of road
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Perlovsky, Leonid I. "Symbols." In Semiotics and Intelligent Systems Development. IGI Global, 2007. http://dx.doi.org/10.4018/978-1-59904-063-9.ch005.

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What is the nature of symbols? This word is used for traffic signs, for mathematical notations, and motivationally loaded cultural objects, which may inspire war and piece. This chapter explains relationships among symbols, cognition, and language. Symbols are explained as processes in the mind involving cognition and language. Relationships between cognition and language were a mystery until recently. Linguists often considered language as relationships among words and other linguistic entities, separately from its relationships to the world. Mechanisms of language in the mind and brain were
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Lauter, Paul. "Whose Culture? Whose Literacy?" In Canons and Contexts. Oxford University Press, 1991. http://dx.doi.org/10.1093/oso/9780195055931.003.0019.

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Zora Neale Hurston, the black writer and anthropologist, liked to tell a story about how she was arrested for crossing against a red light. But, she laughed, she had gotten off. “I told the policeman,” she would say, “that I had seen white folks pass on the green and so assumed the red light was for me.” That story has always held a particular appeal to me, since my father was color blind and could not tell red from green. He knew them apart in traffic lights, he once told me, only because one was always on top and the other on bottom. signs, particularly: Which are on top and which on bottom;
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Conference papers on the topic "Traffic signs and signals Australia"

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Chebbah, Amani, Hana Ben Fredj, and Chokri Souani. "Embedded System for Real-time Traffic Signs Recognition with Augmented Reality Implemented in ARM." In 2025 IEEE 22nd International Multi-Conference on Systems, Signals & Devices (SSD). IEEE, 2025. https://doi.org/10.1109/ssd64182.2025.10989931.

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Gautam, Ravindra, Sudip Sudin Manchare, and Anirban Dasgupta. "Improving Detection of Indian Traffic Signs and Signals in Low-Light Conditions Through YOLOv9 and Generative Adversarial Networks." In 2024 IEEE 21st India Council International Conference (INDICON). IEEE, 2024. https://doi.org/10.1109/indicon63790.2024.10958261.

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Agüero Barrantes, Pablo, and Richard Christenson. "Real-Time Hybrid Simulation of Damped Transportation Structures." In IABSE Congress, San José 2024: Beyond Structural Engineering in a Changing World. International Association for Bridge and Structural Engineering (IABSE), 2024. https://doi.org/10.2749/sanjose.2024.0268.

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&lt;p&gt;Support structures for traffic signs, luminaires, and traffic signals often rely on flexible elements with low damping. These elements are susceptible to wind-induced vibrations, leading to fatigue and potential failure, which can impact traffic flow and mobility. Current designs involve large structural components and connections, proving inefficient and costly for owners and managers. An economical solution is the use of passive dampers to reduce the size of these structural elements. However, testing such dampers faces limitations in both laboratory settings and open field-testing
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Harasthy, Tomas, Jan Turan, and L'ubos Ovsenik. "Optical correlator based Traffic Signs Inventory system." In 2013 International Conference on Systems, Signals and Image Processing (IWSSIP). IEEE, 2013. http://dx.doi.org/10.1109/iwssip.2013.6623463.

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Royle, M. C. "Optical aspects of traffic signals and variable message signs." In Eighth International Conference on Road Traffic Monitoring and Control. IEE, 1996. http://dx.doi.org/10.1049/cp:19960323.

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Konstantinopoulou, Lina, Anthony Germanchev, Marko Ševrović, and James Bradford. "Assessing the Readiness of Infrastructure for Automated Vehicles from a Safety Perspective." In FISITA World Congress 2021. FISITA, 2021. http://dx.doi.org/10.46720/f2020-acm-065.

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The Paper examines the "Roads that Cars can Read'' attributes for physical and digital infrastructure and develops the AD Star rating methodology by assessing the readiness of the infrastructure for AD vehicles from a safety perspective in 4 member states (SLAIN project). It also describes the Australian findings on Infrastructure Changes to Support Automated Vehicles on Rural and Metropolitan Highways and Freeways. The European Road Assessment Programme (EuroRAP) is an innovative programme of systematic risk assessment protocols which include among others the aiRAP and Autonomous Driving (AD)
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Chowdhury, Sohini Roy, Lars Tornberg, Robin Halvfordsson, et al. "Automated Augmentation with Reinforcement Learning and GANs for Robust Identification of Traffic Signs using Front Camera Images." In 2019 53rd Asilomar Conference on Signals, Systems, and Computers. IEEE, 2019. http://dx.doi.org/10.1109/ieeeconf44664.2019.9049005.

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Neves, João, Paulo Noriega, Daniel Raposo, and Rogério Ribeiro. "Graphical and ergonomic evaluation of symbols on traffic signs." In 14th International Conference on Applied Human Factors and Ergonomics (AHFE 2023). AHFE International, 2023. http://dx.doi.org/10.54941/ahfe1003444.

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In Europe, traffic signs, although identical, are not the same, varying from country to country, focusing this study on the Portuguese case. The guiding principles and technical standards for the development, production and installation of traffic signs in Portugal are defined in a normative document, the Traffic Signaling Regulation. Regulatory Decree No. 6/2019 presents the first major revision to the Traffic Signaling Regulation approved in 1998, introducing new information signs, new tourist, geographical, ecological and cultural indication symbols, as well as the graphic representation of
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Young, William, and John Dovel. "Powering Traffic Signals in an Emergency With Alternative Power Sources." In ASME Solar 2002: International Solar Energy Conference. ASMEDC, 2002. http://dx.doi.org/10.1115/sed2002-1053.

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Disasters, whether man-made or natural, destroy buildings, structures, lives and natural surroundings. As an example, Hurricane Andrew devastated South Florida with winds up to 140 miles per hour leaving more than 250,000 people homeless and severely damaging at least 85,000 buildings, in addition to traffic signals and other roadway devices. Traveling was hazardous with debris in the roadway, power lines down, traffic signals damaged or not working, and road signs missing. With so many traffic signals not working, normal traffic flow was disrupted and roadways became congested. The importance
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Ji, Dejie, Maximilian Flormann, Joana M. Warnecke, Roman Henze, and Thomas M. Deserno. "Set-Up of an In-Car System for Investigating Driving Style on the Basis of the 3D-Method." In 2024 Stuttgart International Symposium. SAE International, 2024. http://dx.doi.org/10.4271/2024-01-3001.

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&lt;div class="section abstract"&gt;&lt;div class="htmlview paragraph"&gt;Investigating human driver behavior enhances the acceptance of the autonomous driving and increases road safety in heterogeneous environments with human-operated and autonomous vehicles. The previously established driver fingerprint model, focuses on the classification of driving styles based on CAN bus signals. However, driving styles are inherently complex and influenced by multiple factors, including changing driving environments and driver states. To comprehensively create a driver profile, an in-car measurement syst
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Reports on the topic "Traffic signs and signals Australia"

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Sakulneya, Apidej, and Jeffery Roesler. Smart Construction Work-Zone Safety with V2I Passive Material Sensing. Illinois Center for Transportation, 2024. https://doi.org/10.36501/0197-9191/24-027.

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This study explored new vehicle to infrastructure (V2I) technology in construction work zones (CWZ), where speeding, unsafe driving behaviors, and drivers' failure to obey traffic signs contribute significantly to elevated accident rates and fatalities. The objective of this research to advance CWZ safety by evaluating the potential of 3-axis magnetometers attached to a moving cart and traversing over a pavement-assisted passive sensing system can improve vehicle lateral positioning and warning in CWZ. Secondly, to develop a process to implement a programmable ferromagnetic oxide material for
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Sakulneya, Apidej, and Jeffery Roesler. Enhancing Construction Work-Zone Safety by Passive Pavement-to-Vehicle Communication. Illinois Center for Transportation, 2023. http://dx.doi.org/10.36501/0197-9191/23-016.

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Construction work zones for roads pose significant safety challenges for drivers and workers, which can lead to accidents, injuries, fatalities, and property damage. Enhancing construction work-zone safety requires an understanding of the factors influencing accidents and fatalities and an evaluation of existing safety and traffic-management measures. The objective of this study was to improve work-zone safety for roadways, by connecting passive material sensing in the road with vehicle communication systems. A review of the main roadway work-zone safety literature found driver behavior, traff
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