Model-Driven Software Development
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Model Based Systems Engineering Approach to Autonomous Driving
DEGREE PROJECT IN ELECTRICAL ENGINEERING, SECOND CYCLE, 30 CREDITS STOCKHOLM, SWEDEN 2018 Model Based Systems Engineering Approach to Autonomous Driving Application of SysML for trajectory planning of autonomous vehicle SARANGI VEERMANI LEKAMANI KTH ROYAL INSTITUTE OF TECHNOLOGY SCHOOL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE Author Sarangi Veeramani Lekamani [email protected] School of Electrical Engineering and Computer Science KTH Royal Institute of Technology Place for Project Sodertalje, Sweden AVL MTC AB Examiner Ingo Sander School of Electrical Engineering and Computer Science KTH Royal Institute of Technology Supervisor George Ungureanu School of Electrical Engineering and Computer Science KTH Royal Institute of Technology Industrial Supervisor Hakan Sahin AVL MTC AB Abstract Model Based Systems Engineering (MBSE) approach aims at implementing various processes of Systems Engineering (SE) through diagrams that provide different perspectives of the same underlying system. This approach provides a basis that helps develop a complex system in a systematic manner. Thus, this thesis aims at deriving a system model through this approach for the purpose of autonomous driving, specifically focusing on developing the subsystem responsible for generating a feasible trajectory for a miniature vehicle, called AutoCar, to enable it to move towards a goal. The report provides a background on MBSE and System Modeling Language (SysML) which is used for modelling the system. With this background, an MBSE framework for AutoCar is derived and the overall system design is explained. This report further explains the concepts involved in autonomous trajectory planning followed by an introduction to Robot Operating System (ROS) and its application for trajectory planning of the system. The report concludes with a detailed analysis on the benefits of using this approach for developing a system. -
Information Technology and Software Development
Course Title: Information Technology and Software Development NATIONAL OPEN UNIVERSITY OF NIGERIA SCHOOL OF SCIENCE AND TECHNOLOGY COURSE CODE: CIT 703 COURSE TITLE: Information Technology and Software Development National Open University of Nigeria, Victoria Island, Lagos Page 1 Course Title: Information Technology and Software Development Course Code Course Title Information Technology and Software Development Course Developer/Writer Eze, Festus Chux Department of Computer Science Ebonyi State University Abakaliki Course Editor Programme Leader Course Coordinator National Open University of Nigeria, Victoria Island, Lagos Page 2 Course Title: Information Technology and Software Development Introduction Information Technology and Software Development is a three credit load course for all the students offering Post Graduate Diploma (PGD) in Computer Science, Information Technology and other allied courses. Software Development is a major branch in computing and information Technology. A software development professional oversees the processes of software development, the management of software development project, the maintenance of the installed software in an organisation. For sometime the field has been dominated with what is the definitive process of software development. Furthermore there has been the running battle between professionals and managers on who should control a software development project. There is an attempt to classify it as any other project that an organisation handles hence anybody could manage it. Whereas others see it as a highly professional issue that requires high precision in design, management and implementation. However, software development is all involving. It involves the user (client) whose interest is paramount. The developing organisation and her professionals ( team)are of great importance. Therefore a successful exercise can only take place when all these variegated interests are harmonised. -
APECS: Polychrony Based End-To-End Embedded System Design and Code Synthesis
APECS: Polychrony based End-to-End Embedded System Design and Code Synthesis Matthew E. Anderson Dissertation submitted to the faculty of the Virginia Polytechnic Institute and State University in partial fulfillment of the requirements for the degree of Doctor of Philosophy in Computer Engineering Sandeep K. Shukla, Chair Lamine Mili Alireza Haghighat Chao Wang Yi Deng April 3, 2015 Blacksburg, Virginia Keywords: AADL, CPS, Model-based code synthesis, correct-by-construction code synthesis, Polychrony, code generators, OSATE, Ocarina Copyright 2015, Matthew E. Anderson APECS: Polychrony based End-to-End Embedded System Design and Code Synthesis Matthew E. Anderson (ABSTRACT) The development of high integrity embedded systems remains an arduous and error-prone task, despite the efforts by researchers in inventing tools and techniques for design automa- tion. Much of the problem arises from the fact that the semantics of the modeling languages for the various tools, are often distinct, and the semantics gaps are often filled manually through the engineer's understanding of one model or an abstraction. This provides an op- portunity for bugs to creep in, other than standardising software engineering errors germane to such complex system engineering. Since embedded systems applications such as avionics, automotive, or industrial automation are safety critical, it is very important to invent tools, and methodologies for safe and reliable system design. Much of the tools, and techniques deal with either the design of embedded platforms (hardware, networking, firmware etc), and software stack separately. The problem of the semantic gap between these two, as well as between models of computation used to capture semantics must be solved in order to design safer embedded systems. -
Examples of UML Diagrams
UML Diagrams Examples Examples by Technology or Application Domain Online shopping UML diagrams Ticket vending machine UML diagrams Bank ATM UML diagrams Hospital management UML diagrams Digital imaging and communications in medicine (DICOM) UML diagrams Java technology UML diagrams Application development for Android UML diagrams Software licensing and protection using SafeNet Sentinel HASP security solution Examples by Types of Diagrams Activity diagram examples Class diagram examples Communication diagram examples Component diagram examples Composite structure diagram examples Deployment diagram examples Information flow diagram example Interaction overview diagram examples Object diagram example Package diagram examples Profile diagram examples http://www.uml-diagrams.org/index-examples.html 1/15/17, 1034 AM Page 1 of 33 Sequence diagram examples State machine diagram examples Timing diagram examples Use case diagram examples Use Case Diagrams Business Use Case Diagrams Airport check-in and security screening business model Restaurant business model System Use Case Diagrams Ticket vending machine http://www.uml-diagrams.org/index-examples.html 1/15/17, 1034 AM Page 2 of 33 Bank ATM UML use case diagrams examples Point of Sales (POS) terminal e-Library online public access catalog (OPAC) http://www.uml-diagrams.org/index-examples.html 1/15/17, 1034 AM Page 3 of 33 Online shopping use case diagrams Credit card processing system Website administration http://www.uml-diagrams.org/index-examples.html 1/15/17, 1034 AM Page 4 of 33 Hospital -
Du Genie Logiciel Pour Deployer, Gerer Et Reconfigurer Les Logiciels Fabien Dagnat
Du genie logiciel pour deployer, gerer et reconfigurer les logiciels Fabien Dagnat To cite this version: Fabien Dagnat. Du genie logiciel pour deployer, gerer et reconfigurer les logiciels. Interface homme- machine [cs.HC]. Télécom Bretagne; Institut Mines-Télécom, 2016. tel-01323059 HAL Id: tel-01323059 https://hal.archives-ouvertes.fr/tel-01323059 Submitted on 30 May 2016 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. Habilitation à Diriger les Recherches de l’Université de Rennes 1 Du génie logiciel pour déployer, gérer et reconfigurer les logiciels Fabien Dagnat IRISA, Équipe PASS Soutenue le 15 janvier 2016 à Télécom Bretagne, site de Brest devant le jury composé de Olivier Barais Professeur de l’Université de Rennes 1 Président Laurence Duchien Professeur de l’Université de Lille 1 Rapporteur Vincent Englebert Professeur de l’Université de Namur Rapporteur Daniel Le Berre Professeur de l’Université d’Artois Rapporteur Frédéric Boniol Maître de Recherche à l’ONERA et Professeur Membre de l’INP de Toulouse Antoine Beugnard Professeur à Télécom Bretagne Membre Remerciements Tous mes remerciements aux nombreuses personnes que j’ai croisée et avec qui j’ai travaillé. -
Lecture Notes in Computer Science 5014 Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan Van Leeuwen
Lecture Notes in Computer Science 5014 Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen Editorial Board David Hutchison Lancaster University, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Alfred Kobsa University of California, Irvine, CA, USA Friedemann Mattern ETH Zurich, Switzerland John C. Mitchell Stanford University, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel Oscar Nierstrasz University of Bern, Switzerland C. Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen University of Dortmund, Germany Madhu Sudan Massachusetts Institute of Technology, MA, USA Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Gerhard Weikum Max-Planck Institute of Computer Science, Saarbruecken, Germany Jorge Cuellar Tom Maibaum Kaisa Sere (Eds.) FM 2008: Formal Methods 15th International Symposium on Formal Methods Turku, Finland, May 26-30, 2008 Proceedings 13 Volume Editors Jorge Cuellar Siemens Corporate Technology Otto-Hahn-Ring 6 81730 München, Germany E-mail: [email protected] Tom Maibaum McMaster University Software Quality Research Laboratory and Department of Computing and Software 1280 Main St West, Hamilton, ON L8S 4K1, Canada E-mail: [email protected] Kaisa Sere Åbo Akademi University Department of Information Technology 20520 Turku, Finland E-mail: kaisa.sere@abo.fi Library of Congress Control Number: 2008927062 CR Subject Classification (1998): D.2, F.3, D.3, D.1, J.1, K.6, F.4 LNCS Sublibrary: SL 2 – Programming and Software Engineering ISSN 0302-9743 ISBN-10 3-540-68235-X Springer Berlin Heidelberg New York ISBN-13 978-3-540-68235-6 Springer Berlin Heidelberg New York This work is subject to copyright. -