Unsettled Issues In Vehicle Autonomy Artificial Intelligence And Human Machine Interaction
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Unsettled Issues In Vehicle Autonomy Artificial Intelligence And Human Machine Interaction
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Author : Chen Fang
language : en
Publisher: SAE International
Release Date : 2021-04-30
Unsettled Issues In Vehicle Autonomy Artificial Intelligence And Human Machine Interaction written by Chen Fang and has been published by SAE International this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-30 with Technology & Engineering categories.
Artificial intelligence (AI)-based solutions are slowly making their way into our daily lives, integrating with our processes to enhance our lifestyles. This is major a technological component regarding the development of autonomous vehicles (AVs). However, as of today, no existing, consumer ready AV design has reached SAE Level 5 automation or fully integrates with the driver. Unsettled Issues in Vehicle Autonomy, AI and Human-Machine Interaction discusses vital issues related to AV interface design, diving into speech interaction, emotion detection and regulation, and driver trust. For each of these aspects, the report presents the current state of research and development, challenges, and solutions worth exploring. Click here to access the full SAE EDGETM Research Report portfolio. https://doi.org/10.4271/EPR2021010
Unsettled Topics Concerning Human And Autonomous Vehicle Interaction
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Author : Rahul Razdan
language : en
Publisher: SAE International
Release Date : 2020-12-18
Unsettled Topics Concerning Human And Autonomous Vehicle Interaction written by Rahul Razdan and has been published by SAE International this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-18 with Technology & Engineering categories.
This report examines the current interaction points between humans and autonomous systems, with a particular focus on advanced driver assistance systems (ADAS), the requirements for human-machine interfaces as imposed by human perception, and finally, the progress being made to close the gap. Autonomous technology has the potential to benefit personal transportation, last-mile delivery, logistics, and many other mobility applications enormously. In many of these applications, the mobility infrastructure is a shared resource in which all the players must cooperate. In fact, the driving task has been described as a “tango” where we—as humans—cooperate naturally to enable a robust transportation system. Can autonomous systems participate in this tango? Does that even make sense? And if so, how do we make it happen? Click here to access the full SAE EDGETM Research Report portfolio. https://doi.org/10.4271/EPR2020025
Unsettled Issues Concerning Automated Driving Services In The Smart City Infrastructure
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Author : Serge Lambermont
language : en
Publisher: SAE International
Release Date : 2021-12-15
Unsettled Issues Concerning Automated Driving Services In The Smart City Infrastructure written by Serge Lambermont and has been published by SAE International this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-15 with Technology & Engineering categories.
Information and communication technology is fundamentally changing the way we live and operate in cities, such as instant access to events, transportation, bookings, payments, and other services. At the same time, three “megatrends” in the automotive industry—self-driving, electrification, and advanced manufacturing technology—are enabling the design of innovative, application-specific vehicles that capitalize on city connectivity. Applications could countless; however, they also need to be safe and securely integrated into a city’s physical and digital infrastructure, and into the overall urban ecosystem. Unsettled Issues Concerning Automated Driving Services in the Smart City Infrastructure examines the current state of the industry, the developments in automated driving and robotics, and how these new urban, self-driving city applications are different. It also analyzes higher level challenges for urban applications. Ultimately, this report includes several options for sharing lessons learned among different cities and their stakeholders. Click here to access the full SAE EDGETM Research Report portfolio. https://doi.org/10.4271/EPR2021030
Unsettled Topics In The General Aviation Autonomy Landscape
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Author : Anna Mracek Dietrich
language : en
Publisher: SAE International
Release Date : 2022-02-24
Unsettled Topics In The General Aviation Autonomy Landscape written by Anna Mracek Dietrich and has been published by SAE International this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-24 with Technology & Engineering categories.
The extent of automation and autonomy used in general aviation (GA) has been accelerating dramatically. This has huge potential benefits for safety given that 75% of accidents in personal and on-demand GA are due to pilot error. However, an approach to certifying autonomous systems that relies on reversionary modes limits their potential to improve safety. Placing a human pilot in a situation where they are suddenly tasked with flying an airplane in a failed situation, often without sufficient situational awareness, is overly demanding. This, coupled with advancing technology that may not align with a deterministic certification paradigm, creates an opportunity for new approaches to certifying autonomous and highly automated aircraft systems. Unsettled Topics in the General Aviation Autonomy Landscape discusses how these new approaches must account for the multifaceted aviation approach to risk management which has interlocking requirements for airworthiness and operations (including training and airspace integration). If implemented properly, autonomy can take GA safety to the next level while simultaneously increasing the number and variety of aircraft and transportation options they provide. Click here to access the full SAE EDGETM Research Report portfolio. https://doi.org/10.4271/EPR2022004
Unsettled Topics Concerning Automated Driving Systems And The Transportation Ecosystem
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Author : Rahul Razdan
language : en
Publisher: SAE International
Release Date : 2019-11-05
Unsettled Topics Concerning Automated Driving Systems And The Transportation Ecosystem written by Rahul Razdan and has been published by SAE International this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-05 with Technology & Engineering categories.
Over the last 100 years, the automobile has become integrated in a fundamental way into the broader economy. A broad and deep ecosystem has emerged, and critical components of this ecosystem include insurance, after-market services, automobile retail sales, automobile lending, energy suppliers (e.g., gas stations), medical services, advertising, lawyers, banking, public planners, and law enforcement. These components - which together represent almost $2 trillion of the U.S. economy - are in equilibrium based on the current capabilities of automotive technology. However, the advent of autonomous vehicles (AVs) and technologies like electrification have the potential to significantly disrupt the automotive ecosystem. The critical cog governing the rate and pace of this shift is the management of the test and verification of AVs. In this SAE EDGE™ report, six senior industry leaders in the impacted ecosystems essay articles which describe sectors of the current automotive ecosystem and the manner in which AV technology can potentially reshape them - providing a mosaic of the massive infrastructure shifts which will be required to absorb AV technologies. NOTE: SAE EDGE™ Research Reports are intended to identify and illuminate key issues in emerging, but still unsettled, technologies of interest to the mobility industry. The goal of SAE EDGE™ Research Reports is to stimulate discussion and work in the hope of promoting and speeding resolution of identified issues. SAE EDGE™ Research Reports are not intended to resolve the issues they identify or close any topic to further scrutiny. Click here to access the full SAE EDGETM Research Report portfolio. https://doi.org/10.4271/EPR2019005
Product Assurance In The Age Of Artificial Intelligence
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Author : Rahul Razdan
language : en
Publisher: SAE International
Release Date : 2025-05-22
Product Assurance In The Age Of Artificial Intelligence written by Rahul Razdan and has been published by SAE International this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-22 with Technology & Engineering categories.
Driven by the vast consumer marketplace, the electronics megatrend has reshaped nearly every sector of society. The advancements in semiconductors and software, originally built to serve consumer demand, are now delivering significant value to non-consumer industries. Today, electronics are making inroads into traditionally conservative, safety-critical sectors such as automotive and aerospace. In doing so, electronics?now further propelled by artificial intelligence?are disrupting the functional safety architectures of these cyber-physical systems. Electronics have created the world of cyber-physical systems, raising broader concerns about the broader category of product assurance.Product Assurance in the Age of Artificial Intelligence continues the work of previous SAE Edge Research Reports in examining open research challenges arising from this shift, particularly in automotive systems, as core electronic technologies (e.g., the combination of software and communications) have even redefined what it means to be a "product." 9781468609592 9781468609608 https://doi.org/10.4271/EPR2025011
Proceedings Of The Second International Conference On Artificial Intelligence And Communication Technologies Icaict 2024
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Author : Lakhmi C. Jain
language : en
Publisher: Springer Nature
Release Date : 2025-03-06
Proceedings Of The Second International Conference On Artificial Intelligence And Communication Technologies Icaict 2024 written by Lakhmi C. Jain and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-06 with Technology & Engineering categories.
This book gathers selected papers presented at the International Conference on Artificial Intelligence and Communication Technologies (ICAICT2024), held at Shenzhen, China during June 2024. The first volume of the proceedings is focused on the newest methods and algorithms in smart wireless communications in the areas of remote sensing and machine learning, intelligent image and data processing, health systems and security, intelligent teaching applications and many others.
Automated Vehicles
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Author : Jeffrey Nickerson
language : en
Publisher: SAE International
Release Date : 2022-04-27
Automated Vehicles written by Jeffrey Nickerson and has been published by SAE International this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-27 with Technology & Engineering categories.
Automated vehicles (AVs)—and the automated driving systems (ADSs) that enable them—are increasing in prevalence but remain far from ubiquitous. Progress has occurred in spurts, followed by lulls, while the motor transportation system learns to design, deploy, and regulate AVs. Automated Vehicles: A Human/Machine Co-learning Experience focuses on how engineers, regulators, and road users are all learning about a technology that has the potential to transform society. Those engaged in the design of ADSs and AVs may find it useful to consider that the spurts and lulls and stakeholder tussles are a normal part of technology transformations; however, this report will provide suggestions for effective stakeholder engagement. Click here to access the full SAE EDGETM Research Report portfolio. https://doi.org/10.4271/EPR2022009
Developing The Role Of The System Software Integrator To Mitigate Digital Infrastructure Vulnerabilities
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Author : Bart Kemper
language : en
Publisher: SAE International
Release Date : 2023-11-22
Developing The Role Of The System Software Integrator To Mitigate Digital Infrastructure Vulnerabilities written by Bart Kemper and has been published by SAE International this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-22 with Technology & Engineering categories.
Traditional physical infrastructure increasingly relies upon software. Yet, 75% of software projects fail in budget by 46% and schedule by 82%. While other systems generally have a “responsible-in-charge” (RIC) professional, the implementation of a similar system of accountability in software is not settled. This is a major concern, as the consequences of software failure can be a matter of life-or-death. Further, there has been a 742% average annual increase in software supply chain attacks on increasingly used open-source software over the past three years, which can cost up to millions of dollars per incident. Developing the Role of the System Software Integrator to Mitigate Digital Infrastructure Vulnerabilities discusses the verification, validation, and uncertainty quantification needed to vet systems before implementation and the continued maintenance measures required over the lifespan of software-integrated assets. It also proposes a certified System Software Integrator role that would be responsible for public safety in traditional infrastructure. Click here to access The Mobility Frontier: Cybersecurity and Trust Click here to access the full SAE EDGETM Research Report portfolio. https://doi.org/10.4271/EPR2023028
Shepherding Uxvs For Human Swarm Teaming
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Author : Hussein A. Abbass
language : en
Publisher: Springer Nature
Release Date : 2021-03-19
Shepherding Uxvs For Human Swarm Teaming written by Hussein A. Abbass and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-19 with Technology & Engineering categories.
This book draws inspiration from natural shepherding, whereby a farmer utilizes sheepdogs to herd sheep, to inspire a scalable and inherently human friendly approach to swarm control. The book discusses advanced artificial intelligence (AI) approaches needed to design smart robotic shepherding agents capable of controlling biological swarms or robotic swarms of unmanned vehicles. These smart shepherding agents are described with the techniques applicable to the control of Unmanned X Vehicles (UxVs) including air (unmanned aerial vehicles or UAVs), ground (unmanned ground vehicles or UGVs), underwater (unmanned underwater vehicles or UUVs), and on the surface of water (unmanned surface vehicles or USVs). This book proposes how smart ‘shepherds’ could be designed and used to guide a swarm of UxVs to achieve a goal while ameliorating typical communication bandwidth issues that arise in the control of multi agent systems. The book covers a wide range of topics ranging from the design of deep reinforcement learning models for shepherding a swarm, transparency in swarm guidance, and ontology-guided learning, to the design of smart swarm guidance methods for shepherding with UGVs and UAVs. The book extends the discussion to human-swarm teaming by looking into the real-time analysis of human data during human-swarm interaction, the concept of trust for human-swarm teaming, and the design of activity recognition systems for shepherding. Presents a comprehensive look at human-swarm teaming; Tackles artificial intelligence techniques for swarm guidance; Provides artificial intelligence techniques for real-time human performance analysis.