This report is based on the revolution in the field of artificial intelligence that would be incurred with the impact of autonomous cars. It analyses the key technologies of autonomous cars and discusses the art of driving within these cars.
Contribute Materials
Your contribution can guide someone’s learning journey. Share your
documents today.
Running head: REVOLUTION BY ARTIFICIAL INTELLIGENCE Revolution by Artificial Intelligence Name of the Student Name of the University Author’s note
Secure Best Marks with AI Grader
Need help grading? Try our AI Grader for instant feedback on your assignments.
1REVOLUTION BY ARTIFICIAL INTELLIGENCE Abstract This report is based on the revolution in the field of artificial intelligence that would be incurred with the impact of autonomous cars. The primary purpose of the research would mainly be based on the discussion about the successful and commercial use of autonomous cars. This paper of research discusses about the key technologies within autonomous cars that would be able to control the different kinds of functionalities of the cars. This paper would thus be able to analyse the key technologies of autonomous cars and thus also discusses about the art of driving within these cars. Based on the research, the key technologies have been introduced. The progress of the research and the institution of research have thus been summarized.
2REVOLUTION BY ARTIFICIAL INTELLIGENCE Table of Contents 1. Introduction..................................................................................................................................3 1.1 Background............................................................................................................................3 2. Problem Statement.......................................................................................................................3 3. Research Aim and Objectives......................................................................................................3 4. Research Question.......................................................................................................................4 5. Literature Review........................................................................................................................4 5.1 Key Technology of Autonomous Cars..................................................................................4 5.1.1 Path Planning..................................................................................................................5 5.1.2 Car Navigation Systems.................................................................................................5 5.1.3 Car Control.....................................................................................................................6 5.1.4 Environment Perception.................................................................................................6 5.2 Different Trends based on Autonomous Cars.......................................................................7 5.3 Social Habits..........................................................................................................................7 6. Research Methodology................................................................................................................8 6.1 Data Collection Methods.......................................................................................................8 6.2 Proposed Timeline.................................................................................................................8 7. Conclusion.................................................................................................................................10 8. References..................................................................................................................................11
3REVOLUTION BY ARTIFICIAL INTELLIGENCE 1. Introduction 1.1 Background Autonomous Driving could be defined as the disruptive form of innovation within the recent years. Though the technology based on vehicle driving could be assembled within premium cars on a larger scale, hence the concept of these self-driven cars could be a serious concept that could be discussed within newspapers reports and articles (Chen et al., 2015). In general terms, the self-driven cars could also be defined as a wheeled mobile robot and an intelligent vehicle. These vehicles would have the possibility of arriving at a destination based on thegainedinformationfromdifferentinbuiltsensors.Thesesensorswouldincludethe perception of the environment of paths, information of car control and route. The primary characteristic of the self-driven cars would be to transport people to a pre-defined target without the purpose of humans to drive the cars (Wei et al., 2013). The different forms of technologies that are integrated within the self-driven cars include architecture, automatic control, AI, computer vision and various other forms of advanced technologies. 2. Problem Statement The statement of the problem would be mainly involved based on the protection and controls over the automotive vehicles. These automotive vehicles are designed to fit the needs of the user. However, there could be many issues based on the maintaining the movement and proper guidance of such kind of cars. Hence the assessment and management of the different risks would be a major form of concern based on the particular research. 3. Research Aim and Objectives The primary aim of the research would be based on the different operations based on the commercial and successful use of automotive cars, which would thus make human lives easier.
Paraphrase This Document
Need a fresh take? Get an instant paraphrase of this document with our AI Paraphraser
4REVOLUTION BY ARTIFICIAL INTELLIGENCE The objectives of the research are: ï‚·To provide essential information about the decision about the control of the car ï‚·To assess the different forms of strategies that could address the issues ï‚·Assess the different risks that could affect the operations of automotive cars. 4. Research Question Will the small and large scale commercial usage of autonomous cars would prove to be a major help for the society? 5. Literature Review 5.1 Key Technology of Autonomous Cars There are different kinds of advanced technologies that are primarily integrated within theautonomouscars.Theseformsoftechnologieswouldincludetechnologiesbased on computer science, intelligent control technology and pattern recognition. The kind of technology that are embedded within the autonomous cars would represent a higher level of scientific research (Zhang et al., 2016). They would also be able to represent the scientific advances of the concerned country. Different papers have thus reviewed the process of technology that have been used within the cars due to a higher level of complexity based on the design process used within the cars (Seif & Hu, 2016).
5REVOLUTION BY ARTIFICIAL INTELLIGENCE (Fig 1: Classification of the Primary Technology of Autonomous Cars) As compared to the manual methods of driving, the primary characteristic of autonomous cars would be based on an automation equipment for the purpose of replacing the human driver. The core technology embedded within the autonomous cars could be classified into four categories.Theseareknownaspathplanning,carnavigationsystems,carcontroland environment perception (Anderson et al., 2014). 5.1.1 Path Planning Based on the different kinds of sensors that would be embedded within the cars, these intelligent cars would be able to perform the planning of the paths and the various kinds of shortest routes that would be able to make the car top reach till their destination (Broggi et al., 2013). 5.1.2 Car Navigation Systems There are two major issues that could be affecting the driving of the autonomous cars. These would include the current location and the ways of driving from the location up to the
6REVOLUTION BY ARTIFICIAL INTELLIGENCE predetermined destination. However, in the cases of self-driving cars, the car should be able to intelligently locate their position and thus be able to perform the planning of the paths to reach till the destination (Litman, 2017). (Fig 2: On-Board Navigation System of Autonomous Cars) 5.1.3 Car Control There should be a proper form of control based on the driving activity of the cars. Based on the impact of different kinds of sensors, the car would be able to locate their personal position. In the navigation systems of these cars, the global positioning systems (GPS) and geographic information system would be embedded for the purpose of receiving the information of the location. Hence the controlling systems within these cars would be able to control themselves. These cars are equipped with automatic braking systems, advanced steering options and various other control mechanisms. These different forms of mechanisms would be able to control the different functionalities of the car (Lee et al., 2013). 5.1.4 Environment Perception This form of perception could be defined as one of the module based on the autonomous cars. In order to gain sufficient information based on the decision of the control of the car, the car would be required to perceive the surrounding environment. The major forms of methods based
Secure Best Marks with AI Grader
Need help grading? Try our AI Grader for instant feedback on your assignments.
7REVOLUTION BY ARTIFICIAL INTELLIGENCE on perception include visual navigation, radar navigation and laser navigation (Ziegler et al., 2014). In this form of perception the different kinds of embedded sensors would be deployed for sensing the various kinds of information of the environment and thus react according to the needs of the environment. 5.2 Different Trends based on Autonomous Cars In the present times, the autonomous cars would be able to configure different forms of sensors that would be non-existent within the traditional cars. The vision and laser sensors would be mainly be used for environmental perception based on typical key sensors (Fagnant & Kockelman, 2014). The different kinds of sensors that are mainly embedded within these autonomous cars are highly expensive. They have higher forms of requirement based on their condition. The installation and use of these sensors within the cars would include different forms of risks that need to be avoided. The service lifetime of these kind of high-powered sensors would reduce after a prolonged period of use (Yaghoubi et al., 2013). Hence, these sensors should be highly efficient in order to fit according to the needs of movement of the cars. 5.3 Social Habits The most important issue of sociological research is based on social habits. With the increase in the level of self-driven cars, it has been seen that the technologies would have a major form of impact on the life of transportation within the people. The use of self-driven cars would replace the existing vehicles and would make the people to become much more dependent on computing technologies for redefining the ways of technologies (Urry, 2016). The impact of self- driven cars would be able to promote a better form of life among the people.
8REVOLUTION BY ARTIFICIAL INTELLIGENCE 6. Research Methodology 6.1 Data Collection Methods The methodology of collection of different forms of data would be based on the secondary based collection of data. These data would be based on the works of different researchers who have performed extensive form of research within the concerned area. The research would also make the extensive form of research based on the gaining of vast knowledge that could be gathered from different journals, media sources and research articles. These previous works of different researchers would be properly reviewed and thus this would be helpful in understanding the different gaps within the research area. Based on the different kinds of previous works of research, further form of investigation could be developed based on successful development of improved ideas based on self-driven cars. 6.2 Proposed Timeline Task DescriptionDurationStrat DateEnd Date 1Selection of Topic601 August 201807 August 2018 2 Gathering information from secondary sources1408 August 201822 August 2018 3Finalizing the layout1123 August 201803 September 2018 4Review of Literature2204 September 201826 September 2018 5Develop Research Plan1427 September 201811 October 2018 6Selection of Proper Technique712 October 201819 October 2018 7Collection of Secondary Data2120 October 201810 November 2018 8Data Interpretation and Analysis1211 November 201823 November 2018 9Drawing of Conclusion724 November 201801 December 2018 10Preparation of Rough Draft902 December 201811 December 2018 11Completion of Final Work1912 December 201831 December 2018 (Fig 3: Proposed Project Description)
9REVOLUTION BY ARTIFICIAL INTELLIGENCE Task IDTask Descriptionresource NameCost 1Topic SelectionSuperviser8.00$ 2Gather information from secondary sourcesResearcher10.00$ 3Finalize the layoutResearcher9.00$ 4Review LiteratureResearcher8.00$ 5Develop Plan for ResearchResearcher10.00$ 6Select the correct techniqueResearcher8.00$ 7Collect secondary dataResearcher5.00$ 8Data analysis and InterpretationResearcher6.00$ 9Draw ConclusionResearcher7.00$ 10Prepare Rough DraftResearcher8.00$ 11Completion of Final WorkResearcher20.00$ Total cost99.00$ (Fig 4: Proposed Budget of the Project) Topic Selection Gather information from secondary sources Finalize the layout Review Literature Develop Plan for Research Select the correct technique Collect secondary data Data analysis and Interpretation Draw Conclusion Prepare Rough Draft Completion of Final Work Total cost 1234567891011 020406080100120 Chart Title resource NameCost (Fig 4: Proposed Timeline of the Project)
Paraphrase This Document
Need a fresh take? Get an instant paraphrase of this document with our AI Paraphraser
10REVOLUTION BY ARTIFICIAL INTELLIGENCE 7. Conclusion Based on the discussion from the research proposal, it could be stated the different forms of risks within the operations of autonomous cars. The research is conducted based on the discussion of the various kinds of operations that are performed within the functioning of autonomous cars. Based on the discussion from the various works of different researchers, it could be discussed that the self-driving cars makes the configuration of different kinds of sensors. These sensors would not be present in the traditional cars. The discussion also focuses on the risks that could be incurred within the use of sensor technology. These self-driven cars makes use of AI based technologies. They should be able to mitigate the different forms of risks that could be incurred within the systems. The mitigation of these form of incurred risks would be able to improve the ways in which the self-driven cars would leave a major form of impact on the people.
11REVOLUTION BY ARTIFICIAL INTELLIGENCE 8. References Anderson, J. M., Nidhi, K., Stanley, K. D., Sorensen, P., Samaras, C., & Oluwatola, O. A. (2014).Autonomous vehicle technology: A guide for policymakers. Rand Corporation. Broggi, A., Buzzoni, M., Debattisti, S., Grisleri, P., Laghi, M. C., Medici, P., & Versari, P. (2013). Extensive tests of autonomous driving technologies.IEEE Transactions on Intelligent Transportation Systems,14(3), 1403-1415. Chen, C., Seff, A., Kornhauser, A., & Xiao, J. (2015). Deepdriving: Learning affordance for direct perception in autonomous driving. InProceedings of the IEEE International Conference on Computer Vision(pp. 2722-2730). Fagnant, D. J., & Kockelman, K. M. (2014). The travel and environmental implications of shared autonomous vehicles, using agent-based model scenarios.Transportation Research Part C: Emerging Technologies,40, 1-13. Lee, J., Park, B. B., Malakorn, K., & So, J. J. (2013). Sustainability assessments of cooperative vehicle intersection control at an urban corridor.Transportation Research Part C: Emerging Technologies,32, 193-206. Litman, T. (2017).Autonomous vehicle implementation predictions. Victoria, Canada: Victoria Transport Policy Institute. Seif, H. G., & Hu, X. (2016). Autonomous driving in the iCity—HD maps as a key challenge of the automotive industry.Engineering,2(2), 159-162. Urry, J. (2016).Mobilities: new perspectives on transport and society. Routledge.
12REVOLUTION BY ARTIFICIAL INTELLIGENCE Wei, J., Snider, J. M., Kim, J., Dolan, J. M., Rajkumar, R., & Litkouhi, B. (2013, June). Towards a viable autonomous driving research platform. InIntelligent Vehicles Symposium (IV), 2013 IEEE(pp. 763-770). IEEE. Yaghoubi, S., Akbarzadeh, N. A., Bazargani, S. S., Bazargani, S. S., Bamizan, M., & Asl, M. I. (2013). Autonomous robots for agricultural tasks and farm assignment and future trends inagrorobots.InternationalJournalofMechanicalandMechatronics Engineering,13(3), 1-6. Zhang, X., Gao, H., Guo, M., Li, G., Liu, Y., & Li, D. (2016). A study on key technologies of unmanned driving.CAAI Transactions on Intelligence Technology,1(1), 4-13. Ziegler, J., Bender, P., Schreiber, M., Lategahn, H., Strauss, T., Stiller, C., ... & Kaus, E. (2014). MakingBerthaDrive-AnAutonomousJourneyonaHistoricRoute.IEEEIntell. Transport. Syst. Mag.,6(2), 8-20.