Zusammenfassung
Content Automated Driving – Systems Criticality driven data acquisition in autonomous driving – A basis for completeness and safety argumentation 1 Vehicle-to-vehicle (V2V) communication as enabler for improved automated driving functions 17 Electronics Technology Estimation of Gender and Age of Vehicle Occupants Using Deep Learning 27 QuietComfort Road Noise Control – Helping Carmakers Design Better Cars 39 New Opportunities with Software Defined Lighting – Appearance drives Emotionalization 61 E Vehicle Mobility – System A Holistic Approach for Designing a Battery Electric Vehicle Thermal Management System 77 Safe and efficient regenerative braking strategies for BEV heavy vehicle combinations 91 A Cloud-based Self-Learning Digital Twin Solution for Increasingly Accurate Range Prediction in Battery Electric Vehicles 103 Automated Driving – Sensors Using Radar and Vision Fusion for Improved Low-light Pedestrian Detection 113 Automotive Radar Technology Innovations power next-gen ADAS and Autonomous Driving 133 Combining ADAS and SD Maps for Augmented Reality Guidance 135 Dev...
Schlagworte
Autonomes Fahren Straßenlärmkontrolle effizientes regeneratives Bremsen Sicherheits Optimierung Kommunikations Schnittstelle DNN-basierte Objekt Erkennung künstliche Intellingenz KI hybrides Fahrzeug autonomous driving road noise control efficient regenerative breaking safety improvement communication interface DNN-based object detection artificial intellingence AI hybrid vehicle- Kapitel Ausklappen | EinklappenSeiten
- 253–280 Software 253–280
- 331–378 Connectivity 331–378
- 379–390 Software 379–390
- 503–518 Panel Discussion 503–518
- 519–558 Software – Cloud & Data 519–558
- 599–634 Security – Challenges 599–634
41 Treffer gefunden
- „... development of vehicle features. PMT concepts proven in software engineering are being applied to Model-Based ...” „... development. Method The existing PMT concept already specifies the model-based method for modelling of ...” „... , model-based system development is often distributed across multiple models. This necessitates the sharing of ...”
- „... HPC A model-based approach using partly-defined input data Olaf Schmidt, Dr. Karsten Albers, Philip ...” „... focus is on performance. We use a simple model-based simulation approach that works on different ...” „... model-based simulation [5]. The last primary source of information is the requirements documentation ...”
- „... successful latest advancements in NLP is made to provide lessons learned for AI-based automotive development ...” „... How to Become a Leader by Development of AI ChatGPT Research Papers Analysed Dr. Ulrich ...” „... offers great potential for automotive development. AI can be used to optimize huge numbers of parameters ...”
- „... development processes. It aligns with a Model-Based Systems Engineering (MBSE) approach in that the structure ...” „... . Event-chain-focused architecture design is such a holistic model-based approach that it can be rolled out across the ...” „... there. The development process at MAN adheres to the V-model. The structured management of requirements ...”
- „... development process based on systems engineering The new development process based on systems engineering is ...” „... shown in Fig. 7. The V-model described above is run through in numerous loops during development. In ...” „... prototypes remain the same over multiple loops and only development in the virtual models occur. Nevertheless ...”
- „... . Related Work In model-based development of Cyber-Physical systems (CPSs), models of different components ...” „... functional simulation models when the FMI standard is consistently used across the whole development chain ...” „... the start of MA development, an Op = D(S) based MA allows an initial set of supported operations to ...”
- „... is instead to set up continuous software development from which different vehicle models and vehicle ...” „... development model. The system load can be balanced by relocating the applications. This approach meets the ...” „... A unified middleware for SoC-agnostic application development How to meet the requirements of the ...”
- „... cloud-native software development could be characterized by microservice-based software development with ...” „... scalable DevOps infrastructure that can support development of both microservice-based and regular ...” „... monolithic RTOS-based software development workflows. The former has existed in enterprise space for about a ...”
- „... (R)Evolution Fig. 1: Automotive Architecture Development Roadmap. The evolution of software-based vehicle ...” „... environments. This development approach will be enabled by a fully cloud-based development solution, called ...” „... will require a complete-end-to-end, cloud-based development environment to manage the complete software ...”
- „... . Generative AI models learn patterns and structures from existing data and then generate new content based on ...” „... initiative on Large European AI Models [8] confirms that the development of AI foundation models will enable ...” „... , 06 June 2023. [11] N. B. &. J. T. Xiaonan Huang, “Visual Transfomer-Based Models: A Survey,” in ...”
- „... development processes and improving safety and quality of vehicles for high scaling software updates ...” „... on incorporating the entire vehicle lifecycle as integral facets of early-stage vehicle development ...” „... development on the one hand and concurrently engaging with approval authorities on regulatory matters ...”
- „... compliant ASW Software Supporting all SWSH models Model based self calibrating functions BSW / CUBAS ...” „... with respect to the development of Control Software. Especially for a hydrogen-based propulsion system ...” „... to achieve a net zero society. Connected solutions help to monitor vehicles in the development phase ...”
- „... industry requires dedicated development, integration pro-jects, and collaboration among stakeholders. Based ...” „... Maintaining Open-Source based Software What is the true cost of free? Dr. Joachim Schlosser, Jens ...” „... development offers cost ef-ficiency and faster time-to-market. However, this approach introduces challenges ...”
- „... constant efficiency. A thermal model calculates the temperature change based on the DC-DC thermal mass and ...” „... plays a crucial role in the development of BEVs. Estimating the range of a BEV requires holistic ...” „... already focused on this topic [1, 3–5]. The results are complex models that span different simulation ...”
- „... development of these new systems. Therefore, methods such as model-based systems engineering and comprehensive ...” „... interfaces at an early stage, as is the case with model-based systems engineering, also help to make the ...” „... ) systems [1]. This poses particular challenges for the development of such systems. The use of systems ...”
- „... meant training transformer models based on the available data. 3. Assessing and explaining of the ...” „... A. Selection of suitable models In recent years, neural networks based on encoder-only transformer ...” „... generating synthetic data - which is limited in text-based NLP. Even with state-of-the-art models, we could ...”
- „... safety-critical real-time Driver Monitoring System (DMS) with cloud-based non-critical applications. It explains ...” „... how a software platform based on Green Hills Software’s INTEGRITY Real-Time Operating System (RTOS ...” „... business models. The key element is software. It will be introduced into all vehicle functions, allowing ...”
- „... development, explores a case example based on HighTec’s Rust compiler and Infineon’s AURIX™ microcontroller ...” „... as a viable complement or potential substitute for C/C++ for embedded software development. Rust ...” „... management with its ownership model effectively prevents vulnerabilities that are often the root cause of ...”
- „... to develop individual signal light modules for each vehicle model, the development of standard ...” „... products. Such step was made from a button-based cell phone to a smartphone or an analogue watch to a ...” „... smartwatch. Based on a high-resolution display, a very flexible hardware platform has been created, which ...”
- „... . Fig. 7: Typical V model used for automotive software development. Along with this model there exist ...” „... the Software-Development-Lifecycle Dr.-Ing. Andreas Weichslgartner, CARIAD SE, Nuremberg Abstract ...” „... the cost and complexity increases with time of the software development lifecycle, it is crucial to ...”
- „... made based on learning from previous product development cycles. Attribute management is led by ...” „... on things like fuel economy and electric vehicle range. QuietComfort RNC is based on over 30 years of ...” „... resources: RNC is a type of software-based closed loop control algorithm, typically running on a DSP ...”
- „... architectures, re-using components and sub modules in different vehicle models and platforms. One core challenge ...” „... new E/E architectures based on high-performance computers (HPCs). They reduce complexity on the ...” „... high-performance computers will depend on the vehicle model which means that there is no standard HPC architecture ...”
- „... , Volkswagen AG, Wolfsburg; Prof. Dr. Jürgen Pannek, Technische Universität Braunschweig Abstract Based on ...” „... ) represents a new feasible field in research and development dealing with the automation of automotive service ...” „... hardware. Based on modern Robot-to-Everything (R2X) and Vehicle-to-Everything (V2X) communication and an ...”
- „... human pose estimation model, as visualized in form of synthetic data in figure 6. Based on this body ...” „... personalized restraint systems. In this work, we propose a CNN-based approach to estimate age and gender across ...” „... certain body regions are inadequately reflected in the development of restraint systems. Another group of ...”
- „... . Vision Based Object Detector In a time where automotive AI ubiquitously uses larger and larger models ...” „... accuracy and robustness, as well as providing redundancy. Perhaps the most widely used camera-based ...” „... development and funding of advanced vehicle AI systems, with the goal of full autonomy, has greatly increased ...”
- „... performing data acquisition and data management, supporting development of highly automated driving systems ...” „... in a very efficient manner. The process is based on the input of criticality phenomenon and metrices ...” „... 21448) standards and be able to argue about the completeness of test coverage a scenario-based approach ...”
- „... Validation and Interpretation of Neural Networks: DNN-Based Object Detection as an Example Dr ...” „... intelligence (AI)-based software modules have played an important role in the entire software stack, and the ...” „... share of AI in the overall system has been increasing. However, deploying AI-based algorithms ...”
- „... Seeing with Sound: AI-Based Detection of Participants in Automotive Environment from Passive Audio ...” „... inexpensive reference architecture based on automotive grade components, and report on the updated state of ...” „... development with initial validation results. 1. Introduction Existing solutions for car environmental ...”
- „... . These use cases are based on a cellular V2X direct communication (PC5) to share perception information ...” „... Institute) in the ITS-G5 Standardization[ 4 ]. C-V2X is based on eighter cellular LTE as the underlying ...” „... technology or 5G technology, aimed to differentiate itself from the WLAN based V2X. There have been multiple ...”
- „... ‐ New business models and revenue streams Tectonic shifts: The Automotive Landscape is changing fast ...” „... addressed only by matching technology with business models and customer experience in a much more consistent ...” „... Business Model could vary ... the number and size of Shops is not fixed ... 3rd party Pop-up Stores shall ...”
- „... Development and Testing Autonomous Vehicles (AV) at Scale It’s all about the data! Dipl.-Ing ...” „... acquisition in the vehicle for development For developing, testing and subsequently validating control units ...” „... procedures, algorithm development and further procedures in sensor development. There is a clear trend of ...”
- „... , S. Schoutissen, Volvo Group Trucks Technology, Gothenburg, SwedenA Cloud-based Self-Learning ...” „... , GermanyDevelopment and Testing Autonomous Vehicles (AV) at Scale 149F. Kraemer, IBM Germany, Frankfurt Vehicle ...” „... . Hofmann, Transportation Business Unit, NI (National Instruments), MunichAnalysis of WBG based hybrid ...”
- „... optimized E/E platforms to a model-based strategy, where evolution happens at a much faster pace but at the ...” „... . What is needed is a careful redesign of on-board vehicle architectures based on powerful function hubs ...” „... vehicle by employing agile development methods, connectivity-enabled service offerings, and strong support ...”
- „... different boundary conditions. In this presentation we are giving insights into the development of our 6th ...” „... power-backup systems based on FC-technology. c. As a second market we were focusing on the parameters needed ...” „... cover 80% - 90% of the (known) market: VDI-Berichte Nr. 2423, 2023 711a. Based on our experience in the ...”
- „... latest technological developments and vehicle experiences are in China. After that, a review will be ...” „... proven track-record of over 60 years, with earliest car models dating back to the mid-20th century ...” „... . However, it is particularly in the last decade that we can witness the most extreme developments of the ...”
- „... Distributed development along the automotive supply chain: 8 insightful recommendations for OEMs ...” „... terminated after the development phase or even the production phase. As automation and technology remains to ...” „... the cheapest supplier to work jointly in the development activities. In the realm of cybersecurity ...”
- „... camera-based environment perception has its challenges and needs further development, such as making sure ...” „... guidance experience would be limited to a rather small Fig. 2: AR based on HD maps Fig. 1: AR-Guidance ...” „... application is depicted. Objects such as cars, pedestrians, bikes, and lanes are detected based on a front ...”
- „... rates and significantly reduces the bus load. This development implies major changes for the ...” „... higher VDI-Berichte Nr. 2423, 2023 635 data rates. Based on preliminary work done by the CiA [2], the ...” „... industry with well-defined design workflows and software architecture models for the design of E/E systems ...”
- „... novel approach centered on the modularization of software based on functionality. This modularization ...” „... line wise to see the development of an ECU: The body control module did receive a complete update, and ...” „... and development times for vehicle modules decreases, vehicle releases may occur even without the ...”
- „... fundamental impact on each individual company. Based on emerging guidelines and from practical project ...” „... this by providing real-time insights into potential issues. The development and maintenance of a robust ...” „... compromise. 3. Defence Federal Acquisition Regulation Supplement (DFARS) and Cybersecurity Maturity Model ...”
- „... . Consumer Focus Traditionally, consumers selected vehicles based on mechanical characteristics such as power ...” „... attempt to harvest data to support secondary business models needs to be treated carefully. Are Attacks ...” „... /1.0.7 (package selected for illustration) VDI-Berichte Nr. 2423, 2023604Software development is hard ...”