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VDI Wissensforum GmbH - LAND.TECHNIK 2020

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VDI Wissensforum GmbH (ed.)

LAND.TECHNIK 2020

Series: VDI-Berichte

Volume 2374 2020

Results in this title

A. Kunz Alternative drives for agricultural machines – Legal frame, meaning, concepts, validation, conclusion S. 405-412

„… Alternative drives for agricultural machines Legal frame, meaning, concepts, validation …” „… compaction shall favor realization of a variety of precision farming ideas. 4 Concept validation The …” „… convince customers right away. For validation of introduced concepts, the relative potential for CO2 …”

A. Lindenberger, C. Korn Parameter identification for Discrete-Element-Method (DEM) particles of a self-propelled forage harvester (SPFH) chopping sample S. 135-142

„… interactions, a validation test is necessary to collectively identify the interaction-parameter values, like …” „… validation between the 3rd and 4th step build the basis for the crop-flow simulation in the 5th step. As …” „… validation criteria between the 3rd and 4th step, a raster on the ground is used to compare distribution …”

T. Bund, S. Kuebler, C. Struve, B. Honermeier Seed Spacing in Cereals – Using Artificial Intelligence to define a quality value of precision seed placement S. 61-68

„… validation and verification of plant spacing accuracy, a comparison of the potential growth area per plant …” „… growth potentials. To define these values, Voronoi-Polygons can be used. Validation methods of seed …”

A. Roth, C. Puls Development of a 3-speed gearbox in electric powertrain – Ground drive transmission for a commercial vehicle S. 23-30

„… 27 Fig. 8: Gear change Validation Test bench testing All operating points - known from …”

U. Claes Development of an advanced grain handling system for a new combine range S. 383-386

„… cross section and by increasing the rotational speeds. Validation After the functional design of the …”

Titelei/Inhaltsverzeichnis

„… drives for agricultural machines – Legal frame, meaning, concepts, validation, conclusion …”

M. Koch, M. Zeuner Modular driveline solutions for a new generation of combine harvesters S. 369-374

„… , the validation effort is also lower especially for the strength tests. Only a functional test is …”

C. Hoffmann, M. Müller, R. Haas Cyber Security Management Systems for Agricultural Technology Products – A CSMS “light” S. 445-450

„… on regulatory requirements as well as integration, configuration and validation of proprietary …”

M. Schikora, J. Wildt, M. Zies, T. Schaare, V. Hadamschek, M. Bender Automatic weed spectrum and weed pressure assessment with RGB imagery S. 287-294

„… . Validation & Conclusion We have tested the capabilities of the application on a representable set of …”

B. Klöpper New INFO feature under AEF development – Is the potential for a new and independent ISOBUS Functionality given? S. 175-186

„… standardization, as well as the improvement of the technical validation in the form of a common conformance test …”

A. Holler, C. Mueller From driver to automated driving – Proposal for a holistic step by step approach S. 413-424

„… the standard applications without the need for re-validation of the safe functions? Does the …”

S. Tanner Experience gained in developing Autonomous Robots using AI and spot spraying to weed open field crops S. 213-222

„… presents an overview of six years of development and validation of autonomous robots used for …”

M. Hengst, T. Herlitzius, S. Pantke, P. Zirker Tool management, controlling and condition detection for highly automated/autonomous soil cultivation S. 73-82

„… use both types, the online and offline versions. For initial tests and validation of the control …”

F. Mörth, J. Pfeil Legal Risks and Chances of Automation in Agriculture – Is EU regulation stifling or promoting innovation? S. 93-102

„… , validation and testing of AI technology). The latter may especially be important in the context of …”

H. Wanta, M. Holovac, S. Lorenz, J. Krzywinski Evaluation of Human-Machine Interactions with Autonomous Agricultural Systems through Cyber-physical Prototypes S. 245-266

„… (UIs) for joint research and validation of new operational concepts and new technologies for decision …”

doi.org/10.51202/9783181023747

VDI Wissensforum GmbH - Land.Technik AgEng 2017

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VDI Wissensforum GmbH (ed.)

Land.Technik AgEng 2017

Series: VDI-Berichte

Volume 2300 2017

Results in this title

J. Mengele Field test validation as part of the development of a narrow track tractor S. 417-422

„… Field test validation as part of the development of a narrow track tractor Dipl.-Ing. Agr …” „… Improvement of the cost-to-benefit ratio 3.2 Installation and field validation of the Exhaust After Treatment …” „… field test hours. It was a functional field test to get a validation regarding the fitting accuracy of …”

D. Engelmann, M. R. Unger, M. Geimer Testing and Benchmarking a Powertrain with Independent Wheel Control for Heavy Machinery S. 303-314

„… hardware-in-the-loop methods. Then, we will present the validation of the LT3 driveline in an agricultural context by …” „… at the stage of system design. One commonly used validation method is the XiL concept. In this …” „… validation concept, for each step at the integration stage of the V model, validated models are used for …”

K. Ritters, P. Winkelhahn, L. Frerichs, B. Kriebel Determining saving potentials in a tractor drivetrain using a simulation model and measured operating data S. 297-302

„… components of the model were presented in 2016 [1]. Focus of this paper will be on its validation. The …” „… diagram of the drag force control unit The validation of the simulation model is based on measurements …” „… : Validation of losses and fuel consumption without drivetrain control unit and drag force control unit …”

A. Johannes, M. Seitz Automatic plant disease diagnosis using mobile capture devices S. 39-60

„… is used for validation purposes, the algorithm has been designed to be used on different crops and …” „… pilot validation test with wheat crop in Germany and Spain. A smartphone application was given to them …” „… : Validation dataset images left) image taken in a green-house, center) image taken in the field using the …”

A. Bürger, S. Böttinger Driving comfort analysis of an agricultural tractor with the Hohenheim Tyre Model on complex tracks S. 263-272

„… investigations presented are summarised by validation measurements on a smoother track standard roadway with a …” „… approach, the Hohenheim Tyre Model [7,8] is generally able to handle complex road profiles. Validation …” „… the seat surface. Validation results The simulation model is validated by comparing the simulation …”

C. Körtgen, G. Morandi, G. Jacobs, A. Kramer Efficient development by automatic calibration of tractor transmission control units S. 291-296

„… , the validation and the calibration results of the software tool are discussed in this paper …” „… a software tool are shown. The validation of the software tool is described. Finally, results of …” „… driving tests as well as combinations out of these three. A validation of the software tool was done on a …”

J. Wieckhorst, T. Fedde, L. Frerichs A Traction Field Test – Real Time Tire Soil Parameters of a Tractor in Tillage Applications S. 431-438

„… . Validation of the Sensor Performance within the Tractor After finishing the test bench phase [1] and …” „… or ce [k N ] Fig. 3: Validation of traction sensor signal for vertical wheel force In order to …” „… ity [k m /h ] 0 2 4 6 8 10 12 Fig. 4: Validation of traction sensor signal for horizontal wheel …”

B. Jung, B. Miller, T. Herlitzius Control concepts for ride comfort improvements of harvesting machines with large headers S. 273-280

„… speed control loop The validation of the concept is done in the simulation environment by the example …” „… for simulation-assisted concept validation The gain kP = 0 in Fig. 6 represents the behaviour of …”

J. Redenius, M. Dingwerth, A. Ruckelshausen, J. Hertzberg, T. Krause, B. Kettelhoit A multilevel simulation framework for highly automated harvest processes enabled by environmental sensor systems S. 157-164

„… profit. 3. Application Example An exemplary implementation and validation is based on LiDAR-based …” „… parametrization and validation real field models have been built with different crop densities (fig. 4) as a …”

D. Hast, B. Rosenbaum Predict the unpredictable – Benefits and limits of machine data analytics and component health prediction S. 529-536

„… of the recorded load data. This facilitates the validation of field data in order to take into …” „… vehicle components. Furthermore, the service accelerates the validation of prototypes. VDI-Berichte Nr …”

W. Stark, C. Pieke Efficiency Optimization by Using “Vehicle in the Loop” Test Methodology S. 399-406

„… different operating and driving conditions. The John Deere Product Verification & Validation group has …” „… customer requirements. Traditionally, the validation of the global vehicle targets takes place after the …”

M. Peeters, V. Kloster, T. Fedde, L. Frerichs Integrated wheel load measurement for tractors S. 423-430

„… . Validation For the measurement system of suspended axles the axle load and the calculated cylinder force …” „… ballast For the rear axle sensors first validation measurements were carried out with a minimized …”

G. Happich, H. J. Nissen ISOBUS Automation – On the Road to TIM – How to secure liability for open TIM systems S. 469-476

„… validation of the common authentication stack (Auth.Lib). Within this subteam representatives of more than 8 …” „… of conformance test, functional testing and validation) for a contemporary introduction of TIM …”

B. Broholm, A. Morrison Combine Harvester Concave Adjustment System – Independent adjustment of the concave inlet and outlet clearance S. 111-116

„… validation are done in a few selected conditions and the results are indicating that the ability to adjust …”

C. Ehlert, L. Erger Development of an Intelligent Stretch Brake System S. 143-148

„… guaranteed. Thus, the validation effort to cover trailer brakes with different performances has been …”

G. M. Sharipov, D. S. Paraforos, H. W. Griepentrog, C. Gall Defining the dynamic performance of a no-till seeder by measuring the geo-referenced seeding depth S. 329-336

„… seeding depth with the corresponding dynamics of the seeder and validation of the methodology by …”

F. Hantschack, R. Rahmfeld, J. Bagusch, A. Meyer, E. Dohm Development of a high performance continuously variable drive for mobile agricultural and construction machinery S. 315-322

„… design, the manufacturing and the test bench validation while Danfoss supplied the hydraulic components …”

C. A. Shearer, J. D. Luck, J. T. Evans Development of a Sprayer Performance Diagnostic Tool for Better Management Practices of In-Field Spraying Operations S. 575-582

„… current FMIS feedback will allow for improved validation of the software. This combination of higher …”

Titelei/Inhaltsverzeichnis

„… , J. Charlat, T. Joly, C. Poncet, F. Tran J. Mengele Field test validation as part of the …”

F. Balbach, E. Nacke, S. Böttinger Method for load-based evaluation of machines using the example of a tractor S. 521-528

„… validation, flexible maintenance and optimization of tractor setup. 1. Introduction Tractors play an …”

doi.org/10.51202/9783181023006

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VDI Wissensforum GmbH (ed.)

ELIV 2023

Series: VDI-Berichte

Volume 2423 2023

Results in this title

X. Wang, A. Hübner, K. Weishaupt, K. Chung Validation and Interpretation of Neural Networks: DNN-Based Object Detection as an Example S. 419-436

„… Validation and Interpretation of Neural Networks: DNN-Based Object Detection as an Example Dr …” „… ]. For a thorough AI validation, we need novel methods, criteria, and tools. In this paper, a two-stage …” „… characteristics. Consequently, conventional software testing methods are no longer applicable for the validation …”

I. Lidovski, A. Geynis Tales from a Penetration Testing Team S. 497-502

„… mechanism. In this mechanism, the TCU and the BCM perform cryptographic validation of each other using a …” „… details of the cryptographic validation and key management process. Having rebuilt the flow chart of the …” „… cryptographic validation between the TCU and the BCM, we identified a set of logical flaws in the design of the …”

M. Nestoriuc, H. Walia Criticality driven data acquisition in autonomous driving – A basis for completeness and safety argumentation S. 1-16

„… currently required. The current procedure for validation is becoming increasingly inefficient and will …” „… implement the according triggering conditions in data acquisition required for SOTIF validation and by that …” „… identify edge/corner cases for the highly automated driving validation by “separating the gold nuggets from …”

A. Kraus, R. Lokner Virtual Homologation – new opportunities for the automotive industry to enable more efficient development processes and improving safety and quality of vehicles for high scaling software updates S. 437-442

„… involved in validation and homologation and their accompanying scenarios. The safety and security …” „… validation process is known in the automotive industry – is now also mandatory for certain software updates …” „… focusing on validation of the simulation models and simulation environment with the goal of establishing …”

P. Fietkau, L. Diebolder Challenges in the Synchronous Development of Software, Hardware and Mechanics for Drive Systems S. 559-572

„… . Verification and validation of requirements is optimized using a general test catalog and an objective test …” „… integrated again to form an overall system [5]. Verification and validation have the important task of …” „… securing all requirements with tests [6]. At the same time, virtualization of the validation process is …”

J. Schlosser, J. Petersohn Maintaining Open-Source based Software S. 267-280

„… addressing reported issues. However, it is essential to acknowledge that the evaluation and validation of …” „… established Linux distributors, kernel developers, and security researchers, independent validation of …” „… include comprehensive independent validation. The reporting and fix rates of security vulnerabilities …”

F. Kraemer Development and Testing Autonomous Vehicles (AV) at Scale S. 149-158

„… , vehicle networks and bus systems. Efforts for the validation of sensors are rapidly growing with the …” „… amounts of data and ensure time-synchronous recording for the further validation process. Digital Data …” „… decisions to safely control the vehicle, most teams use NVIDIA DGX systems for AI training and validation …”

P. Laufer Estimation of Gender and Age of Vehicle Occupants Using Deep Learning S. 27-38

„… takes a facial image as input and simultaneously estimates age and gender. For the validation data and …” „… from a balanced validation dataset, while the accuracy and mean absolute error of the test dataset are …” „… validation and test set is visualized in figure 4. VDI-Berichte Nr. 2423, 2023 31 Fig 4: Visualization of …”

K. Fuchs, G. Hasenbichler How Data-driven Approaches Enhance Agile and Quality-assured Software Development for AD S. 663-672

„… important aspect in the development of automated driving functions is an advanced validation approach to …” „… for NN training and ground-truth generation, perform validation, and do the deployment in the relevant …” „… perception performance evaluation. When developing automated driving functions, the validation of this …”

A. Malvankar, S. Riediger, V. Kumar Konenki, F. Probst, M. Marx, A. Jasoliya, J. Philipp Hake Continuous System Architecture Development for Automated Driving Features S. 307-320

„… validation tests for vehicle-level scenarios, but also tests covering communication at the interfaces between …” „… validation [4]. Each feature increment passes through these phases before being delivered and deployed as …” „… their validation [7]. With the help of semi-formal notation, a scenario-based approach to specify the …”

H. Ghezali, L. Trautmann, S. Witke, S. Herbold A Review of using Artificial Intelligence in Large Projects for Requirements Classification S. 573-588

„… . Requirements data For the training, validation, and testing of the different AI models we used the following …” „… % for training, 20% for validation). But now the CUSTOMER data (written by others than the SYS+SW data …” „… requirements to teams in large projects. 9. Although Fasttext had the lowest accuracies (79% on validation …”

H. Bastian An Approach to Digital Lifecycle Management as a Service S. 443-446

„… systems presents challenges in terms of development, testing, validation, and ongoing maintenance. This …”

S. Choi An evolutionary approach to commercializing autonomous vehicles S. 673-676

„… anticipated to solve the complexities tied to Level 4 edge cases and safety validation. That shift has renewed …”

D. Cotterle, M. Hofmann How to Improve EV Battery Cell Quality – Making Test a Competitive Advantage S. 211-222

„… % higher return than those that did not. Tools like digital engineering and virtual validation are huge …” „… , quality, and performance. By feeding production data back to validation and product design, the value of …”

O. Kotte, L. Beermann, D. Ziegenbein, S. Ravi, M. Vinnakota Master Algorithm for Event-based Co-Simulation with FMI 3.0 for Timing Accurate Software-in-the-Loop S. 447-462

„… validation of time-critical systems. In this paper, we present a master algorithm (MA) for event-based …” „… co-simulation to reduce validation costs by already considering real-world timing effects in SiL testing. The MA …” „… formalisms are co-simulated to understand and (re)design the models and for the verification and validation …”

F. Mayer, J. Apelt, R. Münzenberger, F. Kraft, C. Winkler Event-Chain-Focused Development of System Architectures Makes Complex Systems Manageable S. 645-662

„… management is also taken into consideration, it becomes clear that manual validation is no longer feasible …” „… decomposed into its event chain components, leading to end-to-end validation of real-time capabilities. As a …”

Titelei/Inhaltsverzeichnis

„… , RegensburgValidation and Interpretation of Neural Networks: DNN-Based Object Detection as an Example 419X. Wang, A …”

S. Spitzer, S. Wahl Hydrogen – A Game Changer in the Automotive Industry ... and Beyond S. 689-702

„… validation times before handing over the product to the end customer. This conflict can be resolved or …”

J. Sieracki, R. Yang, A. Vamos, M. Caggiano Seeing with Sound: AI-Based Detection of Participants in Automotive Environment from Passive Audio S. 293-306

„… development with initial validation results. 1. Introduction Existing solutions for car environmental …”

N. Kechler, E. Sax, N. Venkatesh Key Factors of a robust and safe Automated Driving Function – Transferable Insights of City-Bus Platooning in Munich S. 677-688

„… validation cycles, future driver assistance systems will face unknown scenarios and interactions in daily …”

M. Pfeifle, N. Zeller, A. vom Felde Combining ADAS and SD Maps for Augmented Reality Guidance S. 135-148

„… . Extensive testing and validation processes, along with redundancy strategies, will be necessary to address …”

A. Weichslgartner Automotive Software Vulnerabilities: Strategies for Early Detection, Mitigation, and Prevention in the Software-Development-Lifecycle S. 463-478

„… Validation (CWE-20), and “Out-of-Bounds Write” (CWE-787). Fig. 2: Most common weakness classes (CWE) in …”

S. K S, Tata Elxsi, N. Velinov Software-Defined Vehicle: Combining Real-Time Safety Critical Functions with Cloud Connectivity S. 543-558

„… into the validation of the functionality which interfaced the OSS. 3. SDV Platform Demonstrator …”

A. Beyfuß, M. Wirtz, T. Hein, J. Feng, P. Crowther, O. Forrest QuietComfort Road Noise Control – Helping Carmakers Design Better Cars S. 39-60

„… ) A low-risk scenario where changes not requiring major design change or validation could be envisaged …”

doi.org/10.51202/9783181024232

VDI Wissensforum GmbH - Fahrzeugsicherheit 2022

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Fahrzeugsicherheit 2022

Series: VDI-Berichte

Volume 2387 2022

Results in this title

A. Eggers, M. Schießler, J. Ott, C. Mayer, S. Peldschus Validation Procedure for a Vehicle Environment Simulation Model to be used for HBM-based Virtual Testing S. 355-368

„… follows up to explain the necessary elements for the vehicle envi-ronment model validation-based …” „… . Vehicle environment model validation-based certification procedure To choose the appropriate validation …” „… validation-based certification considering test scatter As explained before the reliability of the validation …”

R. Hoffmann VTEHIL – A novel Technology for assessing the Safety Performance of full Vehicles in ADAS and ADS Scenarios S. 145-156

„… algorithm development or AI training and the validation by simulation. The second area for continued testing …” „… will be the validation of physics-based simulation models of perception systems, in particular under …” „… Cases/Instances in Safety Assurance of Vehicles (log-scale) 2. Functional Testing and Validation It is obvious …”

J. Dobberstein, C. Mayer, C. Kleinbach Results of the EU project OSCCAR from Mercedes Benz perspective S. 127-132

„… implemented in VPS to make it available to a wider range of users. The development and validation of the …” „… the data necessary for the development and validation of the virtual evaluation framework. In a …” „… environment need to be validated. Validation starts on component level, continues on submodel level and …”

B. Grotz, P. Straßburger, S. Heiß, L. Amann, M. Wahl Predictive Safety: Activation of a Pre-Crash System with Fallback Option S. 369-382

„… operational”. The validation of new sensors with intrinsic performance validations (Safety Of The Intended …” „… requirements which act as a focal point for the system design including functional safety, validation (“How …” „… analyzed for triggering events. Measures are introduced to minimize the risk bal-ance and a validation and …”

K. Blenz, M. Mai, G. Prokop Integration eines modularen Fahrerverhaltensmodells in das Simulationsframework openPASS zur Re-Simulation des Verkehrsunfallgeschehens auf Bundesautobahnen S. 89-108

„… ., Kanarachos, S., Cheah, M., Ponticelli, R., and Blundell, M., A taxonomy of validation strategies to ensure …” „… ., Rühm, J., Kalt, S., and Lienkamp, M., Statistical Model Verification and Validation Concept in …” „… highD Dataset: A Drone Dataset of Naturalistic Vehicle Trajectories on German Highways for Validation of …”

Titelei/Inhaltsverzeichnis

„… . . . . . . . . . . . . . . . . . . . . . . . . . . 341M. Meincke, G. Müller, S. Müller, Technical University BerlinValidation Procedure for a Vehicle …”

G. Prokop, T. Tüschen, N. Eisenköck, J. Bönninger Highly immersive driving simulator for scenario based testing of automated driving functions S. 327-340

„… Eigenschaftsobjektivierung in Fahrdynamik, Fahrkom-fort und Fahrbarkeit. Abstract Validation of automated driving functions …” „… Challenges in Validation - Proceedings of Future Active Safety Technology Towards zero traffic accidents …”

M. Mai, M. Bäumler, M. Lehmann, C. Siebke, K. Blenz, G. Prokop, J. Bönninger, K. Höpping „Die Dresdner Methode“ – Ein Baukasten zur ganzheitlichen Bewertung aktiver Sicherheits- und automatisierter Fahrfunktionen S. 419-434

„… level of detail). This methodology toolbox provides a tool set for function development and validation …” „… longitudinal Vehicle Guidance and its Challenges in Validation, International Symposium on Future Active Safety …”

N. Shirur, C. Birkner, A. Foster, M. Bleeck Active control of airbag filling: sensor, valve, test bench, best-practice of industry-university-cooperation S. 35-46

„… integrated in occupant safety simulations followed by validation under different impact test facilities …”

F. Plaschkies, O. Vaculín, A. A. Pelisson, A. Schumacher Schnelle Abschätzung des Crashverhaltens von Insassen unter Berücksichtigung der Vielfalt des Menschen: Robustheit, Datenintensität und Vorhersagekraft von Metamodellen S. 313-326

„… ., Peldschus, S.: How to consider test scatter for model validation in a Virtual Testing procedure (Part 1 …”

A. Fries, F. Fahrenkrog Simulative Bewertung der Fahrzeugsicherheit mittels des Stochastic Cognitive Driver Model für das automatisierte Fahren S. 435-450

„… German Highways for Validation of Highly Automated Driving Systems, 2018 21st International Conference on …”

D. Tran, G. Müller, S. Müller A study on occupant kinematics with a highly relined seatback position in a frontal crash S. 69-88

„… Anthropometric data Validation the model during the braking maneuver Fig.s 5b and 5c show the average linear …”

doi.org/10.51202/9783181023877

VDI Wissensforum GmbH - Fahrerassistenzsysteme und automatisiertes Fahren

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Fahrerassistenzsysteme und automatisiertes Fahren

Series: VDI-Berichte

Volume 2394 2022

Results in this title

T. Moers, C. Klas, A. Zlocki, L. Vater Real World Scenarios for the Safety Validation and Development of Highly Automated Driving Functions S. 121-130

„… Real World Scenarios for the Safety Validation and Development of Highly Automated Driving …” „… Umweltwahrnehmung er-zeugt werden. Abstract Real scenario data is important for the development and validation of …” „… and, on the other hand, in form of in-creased traffic safety and flow. The development and validation …”

P. Rigoll, P. Petersen, L. Ries, J. Langner, E. Sax Augmentation von Kameradaten mit Generative Adversarial Networks (GANs) zur Absicherung automatisierter Fahrfunktionen S. 41-48

„… validation of automated driving functions Philipp Rigoll, Patrick Petersen, Lennart Ries, Jacob Langner …” „… entstehenden neuen Datensatzes. VDI-Berichte Nr. 2394, 2022 41Abstract The development and validation of …”

A. Kuhn, M. Lauterbacher, E. Thonhofer, K. Glader, P. Luley, T. Novak, W. Aigner, W. Schildorfer Projekt COPE – Collective Perception zur Vermeidung von Kollisionen und gefährlichen Situationen mittels V2X S. 63-74

„… Fields and Advanced Accompanying Methods as Necessity for the Validation of Automated Driv-ing …” „… ., Scenariobased approach in Connecting Austria for the development and validation of connect, cooperative …”

Titelei/Inhaltsverzeichnis

„… , Karlsruhe f Absicherung automatisierter FahrfunktionenReal World Scenarios for the Safety Validation and …”

P. Kannan, C. Miquet Radar Target Simulator – Key Technology for AV Development S. 13-26

„… validation in virtual driving tests is more important than ever. In the field of ADAS/AV, environment …”

D. Michalik, P. Kohl, A. Kummert Manipulation von Sensordaten aus Testfahrten zur Analyse und Bewertung implementierter Rückfalllösungen S. 1-12

„… /VTCSpring.2017.8108566. [11] M. Jokela, M. Kutila, und P. Pyykönen, „Testing and Validation of Automotive …”

U. Steininger, J. Mazzega, S. Witkowski, T. Form, K. Lemmer Nachweis der Betriebsbewährung automatisierter und autonomer Fahrzeuge S. 159-0

„… validation of assisted and automated driving systems, In 7. Tagung Fah-rerassistenz der TU München, Lehrstuhl …”

doi.org/10.51202/9783181023945

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