情報処理学会研究報告 IPSJ SIG Technical Report Vol.2015-SE-187 No /3/13 Simulink 1,a) 1,b) 2 3 MATLAB/Simulink Simulink MATLAB/Simulink A Study of Qualit
|
|
- Nathan Woods
- 5 years ago
- Views:
Transcription
1 Simulink 1,a) 1,b) 2 3 MATLAB/Simulink Simulink MATLAB/Simulink A Study of Quality Evaluation Method Using Division Determination by Simulink Model Metrics Minegishi Kengo 1,a) Ueda Yoshikazu 1,b) Hukazu Takashi 2 Kubo Takayuki 3 Abstract: Currently, the model-based development using MATLAB/Simulink at development site of many embedded systems have been made. In recent years, according as the embedded systems become highperformance, System development with Simulink are seeking high quality and efficiency in model design. In previous research, because analytical accuracy is low, these techniques do not give satisfactory evaluation results. In this study, I classified the data flow layer and the structure layer for purpose of accuracy improvement. I considered the model evaluation method using the discrimination result of Simulink model layer type. Keywords: MATLAB/Simulink, Model metrics, Multivariate analysis, Multiple regression analysis, Discriminant analysis 1. MATLAB/Simulink Simulink 1 Presently with Ibaraki Uniersity 2 Presently with AISIN COMCRUISE Co.,Ltd. 3 Presently with AISIN AW Co.,Ltd. a) 13nm719t@hcs.ibaraki.ac.jp b) ueda@mx.ibaraki.ac.jp Simulink UML (metrics:) Simulink *1 Simulink *1 Simulink exmotion exquto for MBD c 2015 Information Processing Society of Japan 1
2 Simulink 4 Simulink Simulink 2 Simulnk MATLAB/Simulink MATLAB [1] Simulink MATLAB MATLAB 1 [2] Simulink 2.2 (Line Of Code) (Cyclomatic complexity) 2.3 Leave-one-out (LOOVC) Leave-oneout 1 (F ) t c 2015 Information Processing Society of Japan 2
3 80% 2.4 Simulink MathWorks Simulink [4][5] UML [6] UML Simulink 1 Simulink Simulink JMAAB [9] MATLAB/Simulink Simulink 3.3 Simulnk UML [7] Simulink Simulink 1 1 Table 1 Definition of Metrics VIF c 2015 Information Processing Society of Japan 3
4 Fig. 1 1 Flow of the Quality Evaluation Method 2 Leave-one-out (LOOCV) Simulink (F ) Simulink 14 Simulink Simulink Z JMAAB Simulink [9] Table 2 The number of sub-systems belong to each group F c 2015 Information Processing Society of Japan 4
5 3 Table 3 Comparison of layer discriminant model (Data flow layer) Table 4 Comparison of layer discriminant model (Structure layer) Table 5 Decision result of each discriminant model for estimating the model layer Simulink 82 good bad 50 5 good bad 7 8 good bad Z 1,2 Simulink 78 2 Simulink 78 good bad % 80% 1 3 2% 2% 1 5 F 2.0 F 6 6 2% 2 3 X Y c 2015 Information Processing Society of Japan 5
6 6 Table 6 estimated results of the regression model for estimating the quality 2% 80% E E E E+05 F E E E E+34 F E E E E+05 (1 ) F n Table 7 7 Number of calculations of regression model 2 ( 2% ) Fig. 2 Scatter plot of the evaluation score and the predicted score (contribution rate by 2% or more) ( 21 ) ( n ) n n k=1 k = 2.1E n 3 ( ) Fig. 3 Scatter plot of the evaluation score and the predicted score (forward selection method) [7][8] c 2015 Information Processing Society of Japan 6
7 Simulink. [1] The MathWorks:MATLAB [2] The MathWorks:Simulink, [3] :, seminar/result.htm. [4] The MathWorks:MathWorks Automotive Advisory Board (MAAB) [5] JMAAB Japan MATLAB Automotive Advisory Board) [6],, :UML,,,Vol.49,No.7,pp (2009) [7],, :Simulink,, vol.112, no.496, KBSE , pp.7-12(2013) [8],,,, : Simulink, c 2015 Information Processing Society of Japan 7
8 2014 (2014) [9] CONTROL ALGORITHM MODELING GUIDELINES USING MATLAB R, Simulink R and Stateflow R Version 2.0 c 2015 Information Processing Society of Japan 8
Automating Best Practices to Improve Design Quality
Automating Best Practices to Improve Design Quality 임베디드 SW 개발에서의품질확보방안 이제훈차장 2015 The MathWorks, Inc. 1 Key Takeaways Author, manage requirements in Simulink Early verification to find defects sooner
More informationVerification and Validation of High-Integrity Systems
Verification and Validation of High-Integrity Systems Chethan CU, MathWorks Vaishnavi HR, MathWorks 2015 The MathWorks, Inc. 1 Growing Complexity of Embedded Systems Emergency Braking Body Control Module
More informationAutomatización de Métodos y Procesos para Mejorar la Calidad del Diseño
Automatización de Métodos y Procesos para Mejorar la Calidad del Diseño Luis López 2015 The MathWorks, Inc. 1 Growing Complexity of Embedded Systems Emergency Braking Body Control Module Voice Recognition
More informationAutomating Best Practices to Improve Design Quality
Automating Best Practices to Improve Design Quality Adam Whitmill, Senior Application Engineer 2015 The MathWorks, Inc. 1 Growing Complexity of Embedded Systems Emergency Braking Body Control Module Voice
More informationVerification, Validation, and Test with Model-Based Design
2008-01-2709 Verification, Validation, and Test with Model-Based Design Copyright 2008 The MathWorks, Inc Tom Erkkinen The MathWorks, Inc. Mirko Conrad The MathWorks, Inc. ABSTRACT Model-Based Design with
More informationFrom Design to Production
From Design to Production An integrated approach Paolo Fabbri Senior Engineer 2014 The MathWorks, Inc. 1 Do you know what it is? Requirements System Test Functional Spec Integration Test Detailed Design
More informationF2014-AHF-014 A HUMAN MODEL USING COMBINED FUNCTIONS OF OF UML, MATLAB/SIMULINK AND CODE-LIBRARY. TECHNOLOGIES LIMITED, Japan
Technical papers F2014-AHF-014 A HUMAN MODEL USING COMBINED FUNCTIONS OF OF UML, MATLAB/SIMULINK AND CODE-LIBRARY 1,2 Arai, Masatoshi * ; 3 Eguchi, Toru; 1 Yoshida, Norihiko 1 Saitama University, Japan;
More informationWhat's New in MATLAB for Engineering Data Analytics?
What's New in MATLAB for Engineering Data Analytics? Will Wilson Application Engineer MathWorks, Inc. 2017 The MathWorks, Inc. 1 Agenda Data Types Tall Arrays for Big Data Machine Learning (for Everyone)
More informationDRYING CONTROL LOGIC DEVELOPMENT USING MODEL BASED DESIGN
DRYING CONTROL LOGIC DEVELOPMENT USING MODEL BASED DESIGN Problem Definition To generate and deploy automatic code for Drying Control Logics compatible with new SW architecture in 6 months using MBD, a
More informationAutomated Requirements-Based Testing
Automated Requirements-Based Testing Tuesday, October 7 th 2008 2008 The MathWorks, Inc. Dr. Marc Segelken Senior Application Engineer Overview Purposes of Testing Test Case Generation Structural Testing
More informationVerification, Validation and Test in Model Based Design Manohar Reddy
Verification, Validation and Test in Model Based Design Manohar Reddy 2015 The MathWorks, Inc. 1 Continuous Test & Verification Productivity + Model & Code Quality System & Component Dynamic testing &
More informationIntegrating Advanced Analytics with Big Data
Integrating Advanced Analytics with Big Data Ian McKenna, Ph.D. Senior Financial Engineer 2017 The MathWorks, Inc. 1 The Goal SCALE! 2 The Solution tall 3 Agenda Introduction to tall data Case Study: Predicting
More informationSimulation-based Test Management and Automation Sang-Ho Yoon Senior Application Engineer
1 Simulation-based Test Management and Automation Sang-Ho Yoon Senior Application Engineer 2016 The MathWorks, Inc. 2 Today s Agenda Verification Activities in MBD Simulation-Based Test Manage and Automate
More informationAccelerating Simulink Optimization, Code Generation & Test Automation Through Parallelization
Accelerating Simulink Optimization, Code Generation & Test Automation Through Parallelization Ryan Chladny Application Engineering May 13 th, 2014 2014 The MathWorks, Inc. 1 Design Challenge: Electric
More informationGAIO. Solution. Corporate Profile / Product Catalog. Contact Information
GAIO Solution Corporate Profile / Product Catalog Contact Information GAIO TECHNOLOGY Headquarters Tennouzu First Tower 25F 2-2-4 Higashi-Shinagawa, Shinagawa-ku, Tokyo 140-0002 Japan Tel: +81-3-4455-4767
More informationWhat s New with the MATLAB and Simulink Product Families. Marta Wilczkowiak & Coorous Mohtadi Application Engineering Group
What s New with the MATLAB and Simulink Product Families Marta Wilczkowiak & Coorous Mohtadi Application Engineering Group 1 Area MATLAB Math, Statistics, and Optimization Application Deployment Parallel
More informationMODELING AND SIMULATION METHODS FOR DESIGNING MECHATRONIC SYSTEMS
Journal of Engineering Studies and Research Volume 16 (2010) No. 4 20 MODELING AND SIMULATION METHODS FOR DESIGNING MECHATRONIC SYSTEMS LAPUSAN CIPRIAN *, MATIES VISTRIAN, BALAN RADU, HANCU OLIMPIU Technical
More informationSimulink 를이용한 효율적인레거시코드 검증방안
Simulink 를이용한 효율적인레거시코드 검증방안 류성연 2015 The MathWorks, Inc. 1 Agenda Overview to V&V in Model-Based Design Legacy code integration using Simulink Workflow for legacy code verification 2 Model-Based Design
More informationPSIM SIMULATION SOFTWARE. TUTORIAL How to use the Simcoupler
PSIM SIMULATION SOFTWARE TUTORIAL How to use the Simcoupler Page 1/8 The objective of this tutorial is to help you use the Simcoupler module to realise co-simulation between PSIM 6.0 and Matlab/Simulink*.
More informationApplying Supervised Learning
Applying Supervised Learning When to Consider Supervised Learning A supervised learning algorithm takes a known set of input data (the training set) and known responses to the data (output), and trains
More informationCOUPLED SIMULINK-SIMPLORER MODEL OF A MODULAR HYBRID LINEAR STEPPER MOTOR
COUPLED SIMULINK-SIMPLORER MODEL OF A MODULAR HYBRID LINEAR STEPPER MOTOR Szabó Loránd 1, Dobai Jenő Barna 2 1 Ph.D., Lecturer, 2 Full time Ph.D. student Technical University of Cluj (Romania) 3400 Cluj,
More informationMULTI-LEVEL MODELLING OF A MODULAR DOUBLE SALIENT LINEAR MOTOR
MULTI-LEVEL MODELLING OF A MODULAR DOUBLE SALIENT LINEAR MOTOR L. Szabó, I.A. Viorel and J.B. Dobai, TU Cluj, Romania Corresponding Author: L. Szabó Technical University of Cluj, Department of Electrical
More informationSimulink as Your Enterprise Simulation Platform
Simulink as Your Enterprise Simulation Platform Stephan van Beek Manager, Applications Engineering Group 2015 The MathWorks, Inc. 1 Why simulation? 2 Hyperloop 3 TU Delft Wins Elon Musk Hyperloop Competition
More informationTesting Framework with Simulink Test
Testing Framework with Simulink Test 김종헌부장 2015 The MathWorks, Inc. 1 2 Test Harness (Test Scenario) Target algorithm for verification Test Harness (Plant model) 3 How to Test Your Model? Production model
More informationIntro to System Generator. Objectives. After completing this module, you will be able to:
Intro to System Generator This material exempt per Department of Commerce license exception TSU Objectives After completing this module, you will be able to: Explain why there is a need for an integrated
More informationChemometrics. Description of Pirouette Algorithms. Technical Note. Abstract
19-1214 Chemometrics Technical Note Description of Pirouette Algorithms Abstract This discussion introduces the three analysis realms available in Pirouette and briefly describes each of the algorithms
More informationIvy s Business Analytics Foundation Certification Details (Module I + II+ III + IV + V)
Ivy s Business Analytics Foundation Certification Details (Module I + II+ III + IV + V) Based on Industry Cases, Live Exercises, & Industry Executed Projects Module (I) Analytics Essentials 81 hrs 1. Statistics
More informationSolving Capacitated P-Median Problem by Hybrid K-Means Clustering and Fixed Neighborhood Search algorithm
Proceedings of the 2010 International Conference on Industrial Engineering and Operations Management Dhaka, Bangladesh, January 9 10, 2010 Solving Capacitated P-Median Problem by Hybrid K-Means Clustering
More informationModel-Based Design for Safety Critical Automotive Applications
Model-Based Design for Safety Critical Automotive Applications Mirko Conrad Senior Team Lead Simulink Certification and Standards 2008 The MathWorks, Inc. Model-Based Design for Safety-Critical Applications
More informationmodelling and automatic code generation
modelling and automatic code generation Where are we? Where are we going? Maxime Perrotin and Celia Yabar Software Engineering division ESTEC TEC SWE Control Systems division ESTEC TEC-ECN Presented at
More informationDiscriminate Analysis
Discriminate Analysis Outline Introduction Linear Discriminant Analysis Examples 1 Introduction What is Discriminant Analysis? Statistical technique to classify objects into mutually exclusive and exhaustive
More informationA Model-Based Reference Workflow for the Development of Safety-Related Software
A Model-Based Reference Workflow for the Development of Safety-Related Software 2010-01-2338 Published 10/19/2010 Michael Beine dspace GmbH Dirk Fleischer dspace Inc. Copyright 2010 SAE International ABSTRACT
More informationOpenFresco Framework for Hybrid Simulation: xpc-target Experimental Control Example
OpenFresco Framework for Hybrid Simulation: xpc-target Experimental Control Example Andreas Schellenberg, Catherine Whyte, Yoshikazu Takahashi, Gregory L. Fenves, and Stephen A. Mahin Department of Civil
More informationStatistical Pattern Recognition
Statistical Pattern Recognition Features and Feature Selection Hamid R. Rabiee Jafar Muhammadi Spring 2013 http://ce.sharif.edu/courses/91-92/2/ce725-1/ Agenda Features and Patterns The Curse of Size and
More informationStatistical Pattern Recognition
Statistical Pattern Recognition Features and Feature Selection Hamid R. Rabiee Jafar Muhammadi Spring 2014 http://ce.sharif.edu/courses/92-93/2/ce725-2/ Agenda Features and Patterns The Curse of Size and
More informationThe Comparative Study of Machine Learning Algorithms in Text Data Classification*
The Comparative Study of Machine Learning Algorithms in Text Data Classification* Wang Xin School of Science, Beijing Information Science and Technology University Beijing, China Abstract Classification
More informationGeneralized least squares (GLS) estimates of the level-2 coefficients,
Contents 1 Conceptual and Statistical Background for Two-Level Models...7 1.1 The general two-level model... 7 1.1.1 Level-1 model... 8 1.1.2 Level-2 model... 8 1.2 Parameter estimation... 9 1.3 Empirical
More informationRed Bull Air Race Planung und Sicherheitsanalysen für Luftrennen
MATLAB EXPO 2014 AUTOMOTIVE INFOCOM TRANSPORT & ENVIRONMENT AERONAUTICS SPACE DEFENCE & SECURITY Red Bull Air Race Planung und Sicherheitsanalysen für Luftrennen R. Leitner - IABG mbh München, 2014-07-09
More informationIntegrated Workflow to Implement Embedded Software and FPGA Designs on the Xilinx Zynq Platform Puneet Kumar Senior Team Lead - SPC
Integrated Workflow to Implement Embedded Software and FPGA Designs on the Xilinx Zynq Platform Puneet Kumar Senior Team Lead - SPC 2012 The MathWorks, Inc. 1 Agenda Integrated Hardware / Software Top
More informationSELECTION OF A MULTIVARIATE CALIBRATION METHOD
SELECTION OF A MULTIVARIATE CALIBRATION METHOD 0. Aim of this document Different types of multivariate calibration methods are available. The aim of this document is to help the user select the proper
More informationUNDERSTANDING MODEL AND CODE BEHAVIOR FOR STATEFLOW CONSTRUCTS
AAS 13-031 UNDERSTANDING MODEL AND CODE BEHAVIOR FOR STATEFLOW CONSTRUCTS William Campbell, Mike Anthony, and Becky Petteys The MathWorks, Inc. 36 th ANNUAL AAS GUIDANCE AND CONTROL CONFERENCE February
More informationImplementing MATLAB Algorithms in FPGAs and ASICs By Alexander Schreiber Senior Application Engineer MathWorks
Implementing MATLAB Algorithms in FPGAs and ASICs By Alexander Schreiber Senior Application Engineer MathWorks 2014 The MathWorks, Inc. 1 Traditional Implementation Workflow: Challenges Algorithm Development
More informationVerification and Validation of Models for Embedded Software Development Prashant Hegde MathWorks India Pvt. Ltd.
Verification and Validation of Models for Embedded Software Development Prashant Hegde MathWorks India Pvt. Ltd. 2015 The MathWorks, Inc. 1 Designing complex systems Is there something I don t know about
More informationStatistical Pattern Recognition
Statistical Pattern Recognition Features and Feature Selection Hamid R. Rabiee Jafar Muhammadi Spring 2012 http://ce.sharif.edu/courses/90-91/2/ce725-1/ Agenda Features and Patterns The Curse of Size and
More informationDeveloping AUTOSAR Compliant Embedded Software Senior Application Engineer Sang-Ho Yoon
Developing AUTOSAR Compliant Embedded Software Senior Application Engineer Sang-Ho Yoon 2015 The MathWorks, Inc. 1 Agenda AUTOSAR Compliant Code Generation AUTOSAR Workflows Starting from Software Component
More informationWavelet Transform in Face Recognition
J. Bobulski, Wavelet Transform in Face Recognition,In: Saeed K., Pejaś J., Mosdorf R., Biometrics, Computer Security Systems and Artificial Intelligence Applications, Springer Science + Business Media,
More informationModel-Based Design for High Integrity Software Development Mike Anthony Senior Application Engineer The MathWorks, Inc.
Model-Based Design for High Integrity Software Development Mike Anthony Senior Application Engineer The MathWorks, Inc. Tucson, AZ USA 2009 The MathWorks, Inc. Model-Based Design for High Integrity Software
More informationOptimize DSP Designs and Code using Fixed-Point Designer
Optimize DSP Designs and Code using Fixed-Point Designer MathWorks Korea 이웅재부장 Senior Application Engineer 2013 The MathWorks, Inc. 1 Agenda Fixed-point concepts Introducing Fixed-Point Designer Overview
More informationExtending Model-Based Design for HW/SW Design and Verification in MPSoCs Jim Tung MathWorks Fellow
Extending Model-Based Design for HW/SW Design and Verification in MPSoCs Jim Tung MathWorks Fellow jim@mathworks.com 2014 The MathWorks, Inc. 1 Model-Based Design: From Concept to Production RESEARCH DESIGN
More informationAdvanced Applied Multivariate Analysis
Advanced Applied Multivariate Analysis STAT, Fall 3 Sungkyu Jung Department of Statistics University of Pittsburgh E-mail: sungkyu@pitt.edu http://www.stat.pitt.edu/sungkyu/ / 3 General Information Course
More informationPOWER THEFT DETECTION USING PROBABILISTIC NEURAL NETWORK CLASSIFIER
POWER THEFT DETECTION USING PROBABILISTIC NEURAL NETWORK CLASSIFIER Kirankumar T 1, Sri Madhu G N 2 1PG Student, Department of Electrical and Electronics Engineering, University of B.D.T. College of Engineering,
More informationLeveraging Formal Methods Based Software Verification to Prove Code Quality & Achieve MISRA compliance
Leveraging Formal Methods Based Software Verification to Prove Code Quality & Achieve MISRA compliance Prashant Mathapati Senior Application Engineer MATLAB EXPO 2013 The MathWorks, Inc. 1 The problem
More informationHardware-Software Co-Design and Prototyping on SoC FPGAs Puneet Kumar Prateek Sikka Application Engineering Team
Hardware-Software Co-Design and Prototyping on SoC FPGAs Puneet Kumar Prateek Sikka Application Engineering Team 2015 The MathWorks, Inc. 1 Agenda Integrated Hardware / Software Top down Workflow for SoC
More informationModel-Based Design for Large High-Integrity Systems: A Discussion on Logic-Intensive Algorithms
AAS 13-004 Model-Based Design for Large High-Integrity Systems: A Discussion on Logic-Intensive Algorithms Mike Anthony, Will Campbell, and Becky Petteys MathWorks 36 th ANNUAL AAS GUIDANCE AND CONTROL
More informationTackling Big Data Using MATLAB
Tackling Big Data Using MATLAB Alka Nair Application Engineer 2015 The MathWorks, Inc. 1 Building Machine Learning Models with Big Data Access Preprocess, Exploration & Model Development Scale up & Integrate
More informationAn Algorithm based on SURF and LBP approach for Facial Expression Recognition
ISSN: 2454-2377, An Algorithm based on SURF and LBP approach for Facial Expression Recognition Neha Sahu 1*, Chhavi Sharma 2, Hitesh Yadav 3 1 Assistant Professor, CSE/IT, The North Cap University, Gurgaon,
More informationModel-Based Design for Safety-Critical and Mission-Critical Applications Bill Potter Technical Marketing April 17, 2008
Model-Based Design for Safety-Critical and Mission-Critical Applications Bill Potter Technical Marketing April 17, 2008 2008 The MathWorks, Inc. Safety-Critical Model-Based Design Workflow Validate Trace:
More informationStep 1: Open browser to navigate to the data science challenge home page
Step 1: Open browser to navigate to the data science challenge home page https://datascience.ey.com/ Step 2: Logging in You will need to create an account if you are a new user. Click the sign up button
More informationSimultaneous Online Modeling of the Secondary Path and Neutralization of the Feedback Path in an Active Noise Control System
Simultaneous Online Modeling of the Secondary Path and Neutralization of the Feedback Path in an Active Control System Shauk Khan, Mohammad Dalirhassanzad, Werner Reich, Ralf Hilterhaus Faculty of Electrical
More informationImplementation and Verification Daniel MARTINS Application Engineer MathWorks
Implementation and Verification Daniel MARTINS Application Engineer MathWorks Daniel.Martins@mathworks.fr 2014 The MathWorks, Inc. 1 Agenda Benefits of Model-Based Design Verification at Model level Code
More informationTCP. Evaluation of TCP Throughput Estimation Method for Cellular Networks. Takayuki Goto, 1 Atsushi Tagami, 1 Teruyuki Hasegawa 1 and Shigehiro Ano 1
TCP 1 1 1 1 TCP TCP TCP CDMA2000 1xEV-DO TCP Evaluation of TCP Throughput Estimation Method for Cellular Networks Takayuki Goto, 1 Atsushi Tagami, 1 Teruyuki Hasegawa 1 and Shigehiro Ano 1 It is important
More informationGRAPHS AND STATISTICS Residuals Common Core Standard
B Graphs and Statistics, Lesson 7, Residuals (r. 2018) GRAPHS AND STATISTICS Residuals Common Core Standard Next Generation Standard S-ID.B.6b Informally assess the fit of a function by plotting and analyzing
More informationClustering Analysis based on Data Mining Applications Xuedong Fan
Applied Mechanics and Materials Online: 203-02-3 ISSN: 662-7482, Vols. 303-306, pp 026-029 doi:0.4028/www.scientific.net/amm.303-306.026 203 Trans Tech Publications, Switzerland Clustering Analysis based
More informationMatlab Simulink Simscape
Matlab Simulink Simscape 1 / 6 2 / 6 3 / 6 Matlab Simulink Simscape Simscape enables you to rapidly create models of physical systems within the Simulink environment. With Simscape, you build physical
More informationAVL Embedded Software Model-Based Design Platform Based on MATLAB and Simulink
Daniel Baumann, IT AVL Embedded Software Model-Based Design Platform Based on MATLAB and Simulink MathWorks Automotive Conference 2015 Stuttgart, 24 September 2015 Thierry Dalon AVL Software and Functions
More informationSharing and Deploying MATLAB Programs Sundar Umamaheshwaran Amit Doshi Application Engineer-Technical Computing
Sharing and Deploying Programs Sundar Umamaheshwaran Amit Doshi Application Engineer-Technical Computing 2016 The MathWorks, Inc. 1 Summary: Data Analytics Workflow Business Systems Smart Connected Systems
More informationIntroduction to MATLAB for Finance
Introduction to MATLAB for Finance Bratislava June 4, 2009 2009 The MathWorks, Inc. Jörg-M. Sautter Application Engineer The MathWorks MATLAB Benefits Solutions to access, explore, and share A seamless
More informationGuidelines for deployment of MathWorks R2010a toolset within a DO-178B-compliant process
Guidelines for deployment of MathWorks R2010a toolset within a DO-178B-compliant process UK MathWorks Aerospace & Defence Industry Working Group Guidelines for deployment of MathWorks R2010a toolset within
More informationCO SIMULATION OF GENERIC POWER CONVERTER USING MATLAB/SIMULINK AND MODELSIM
CO SIMULATION OF GENERIC POWER CONVERTER USING MATLAB/SIMULINK AND MODELSIM Ajay Singh MIT, Modinagar U.P (India) ABSTRACT In this paper we discuss about the co-simulation of generic converter using MATLAB
More informationWhat's new in MATLAB and Simulink for Model-Based Design
What's new in MATLAB and Simulink for Model-Based Design Magnus Jung Application Engineer 2016 The MathWorks, Inc. 1 What s New? 2 Model-Based Design Workflow RESEARCH REQUIREMENTS DESIGN Scheduling Event
More informationHardware Implementation and Verification by Model-Based Design Workflow - Communication Models to FPGA-based Radio
Hardware Implementation and Verification by -Based Design Workflow - Communication s to FPGA-based Radio Katsuhisa Shibata Industry Marketing MathWorks Japan 2015 The MathWorks, Inc. 1 Agenda Challenges
More informationChapter 1. Using the Cluster Analysis. Background Information
Chapter 1 Using the Cluster Analysis Background Information Cluster analysis is the name of a multivariate technique used to identify similar characteristics in a group of observations. In cluster analysis,
More informationSIMULATION ENVIRONMENT
F2010-C-123 SIMULATION ENVIRONMENT FOR THE DEVELOPMENT OF PREDICTIVE SAFETY SYSTEMS 1 Dirndorfer, Tobias *, 1 Roth, Erwin, 1 Neumann-Cosel, Kilian von, 2 Weiss, Christian, 1 Knoll, Alois 1 TU München,
More informationIntroduction to Control Systems Design
Experiment One Introduction to Control Systems Design Control Systems Laboratory Dr. Zaer Abo Hammour Dr. Zaer Abo Hammour Control Systems Laboratory 1.1 Control System Design The design of control systems
More informationPROGRAMMED TEST CASE GENERATION FROM SIMULINK/STATEFLOW MODEL
PROGRAMMED TEST CASE GENERATION FROM SIMULINK/STATEFLOW MODEL Ravikant Sharma Computer Science & Engineering Department, National Institute of Technology, Rourkela Rourkela, Odisha769008, India 213CS3177@nitrkl.ac.in
More informationData Mining Chapter 3: Visualizing and Exploring Data Fall 2011 Ming Li Department of Computer Science and Technology Nanjing University
Data Mining Chapter 3: Visualizing and Exploring Data Fall 2011 Ming Li Department of Computer Science and Technology Nanjing University Exploratory data analysis tasks Examine the data, in search of structures
More informationWorkflow for Control System Design and Implementation
Workflow for Control System Design and Implementation - Dhirendra Singh, Application Engineer - Shobhit Shanker, Application Engineer 2012 The MathWorks, Inc. 1 Agenda Industry Trends and Challenges Design
More informationModel-based Design/Simulation
Fast development of controllers and sequence controllers The MATLAB program package and the associated toolbox, Simulink from Mathworks Inc. are considered to be the worldwide standard in the area of modeling
More informationModel-based Design/Simulation
Fast development of controllers and sequence controllers The MATLAB program package and the associated toolbox, Simulink from Mathworks Inc. are considered to be the worldwide standard in the area of modeling
More informationAPPLICATION OF THE V-CYCLE DEVELOPMENT IN THE AEROSPACE INDUSTRY
Engineering MECHANICS, Vol. 18, 2011, No. 5/6, p. 297 306 297 APPLICATION OF THE V-CYCLE DEVELOPMENT IN THE AEROSPACE INDUSTRY Jiří Toman*, Tomáš Kerlín**, Vladislav Singule* The aim of this article is
More informationGenerating Industry Standards Production C Code Using Embedded Coder
Generating Industry Standards Production C Code Using Embedded Coder Rajat Arora Durvesh Kulkarni 2015 The MathWorks, Inc. 1 Lines of Code (LOC) is exploding 2011 1M 2018 100M We ve got 100 million lines
More informationTesting and Validation of Simulink Models with Reactis
Testing and Validation of Simulink Models with Reactis Build better embedded software faster. Generate tests from Simulink models. Detect runtime errors. Execute and debug Simulink models. Track coverage.
More informationDesign Challenges for Sensor Data Analytics in Internet of Things (IoT)
Design Challenges for Sensor Data Analytics in Internet of Things (IoT) Corey Mathis 2015 The MathWorks, Inc. 1 Agenda IoT Overview Design Challenges for Sensor Data Analytics Example Solutions
More informationInformation Extraction and Visualization from Internet Documents
Information Extraction and Visualization from Internet Documents By Dai KUSUI,* Kenji TATEISHI* and Toshikazu FUKUSHIMA* The Internet displays a large number of Web pages, and many email messages are sent
More informationSimulink S-Function for RT-LAB Document 1b Creation of a S-Function From C Code and Protection of the Source Code Version 1.2
Simulink S-Function for RT-LAB Document 1b Creation of a S-Function From C Code and Protection of the Source Code Version 1.2 www.opal-rt.com 1751 Richardson, suite 2525 Montréal (Québec) Canada H3K 1G6
More informationOn the Generation of Test Cases for Embedded Software in Avionics or Overview of CESAR
1 / 16 On the Generation of Test Cases for Embedded Software in Avionics or Overview of CESAR Philipp Rümmer Oxford University, Computing Laboratory philr@comlab.ox.ac.uk 8th KeY Symposium May 19th 2009
More informationInterfacing OpenSim models with MATLAB /Simulink. OpenSim Workshop
Interfacing OpenSim models with MATLAB /Simulink Acknowledgements Why do we care about MATLAB and OpenSim? MATLAB Simulink S- func5on OpenSim Pros World s leading mathematical computing software Used by
More informationRapid prototyping and MBD
1 PLACE FOR SUBTITLE Rapid prototyping and MBD Ponsse Plc Ponsse is a forest machine company concentrating on sales, service, manufacturing and technology related to cut-to-length forest machines Main
More informationUsing Model-Based Design in conformance with safety standards
Using Model-Based Design in conformance with safety standards MATLAB EXPO 2014 Kristian Lindqvist Senior Engineer 2014 The MathWorks, Inc. 1 High-Integrity Applications Software-based systems that are
More informationSensor-based Semantic-level Human Activity Recognition using Temporal Classification
Sensor-based Semantic-level Human Activity Recognition using Temporal Classification Weixuan Gao gaow@stanford.edu Chuanwei Ruan chuanwei@stanford.edu Rui Xu ray1993@stanford.edu I. INTRODUCTION Human
More informationSimilarity Image Retrieval System Using Hierarchical Classification
Similarity Image Retrieval System Using Hierarchical Classification Experimental System on Mobile Internet with Cellular Phone Masahiro Tada 1, Toshikazu Kato 1, and Isao Shinohara 2 1 Department of Industrial
More informationSOFTWARE DEFECT PREDICTION USING IMPROVED SUPPORT VECTOR MACHINE CLASSIFIER
International Journal of Mechanical Engineering and Technology (IJMET) Volume 7, Issue 5, September October 2016, pp.417 421, Article ID: IJMET_07_05_041 Available online at http://www.iaeme.com/ijmet/issues.asp?jtype=ijmet&vtype=7&itype=5
More informationModel based Design. Embedded Systems Engineering Benedikt Huber WS 2010/ Model based Design
Model based Design Embedded Systems Engineering Benedikt Huber WS 2010/11 1 Overview Introduction System Theory Model Driven Architecture (MDA) MATLAB/SimuLink Demo Summary 2 History General Systems Theory
More informationDesign and Verification of FPGA and ASIC Applications Graham Reith MathWorks
Design and Verification of FPGA and ASIC Applications Graham Reith MathWorks 2014 The MathWorks, Inc. 1 Agenda -Based Design for FPGA and ASIC Generating HDL Code from MATLAB and Simulink For prototyping
More informationACSE Manuals Archive List of Contents
ACSE Manuals Archive List of Contents Category Title Borland C++ Programmer's Guide Version 2.0 Languages Help Compiler Version 2.0 Turbo Assembler Reference Guide Version 1.0 Turbo Assembler User's Guide
More informationSimulink for AUTOSAR: Best Practices
Simulink for AUTOSAR: Best Practices 李智慧高级技术咨询顾问 2015 The MathWorks, Inc. 1 What is AUTOSAR? AUTomotive Open System ARchitecture Objective: Establish an open standard for automotive E/E architecture Partnership
More informationDepartment of Electronics and Telecommunication Engineering 1 PG Student, JSPM s Imperial College of Engineering and Research, Pune (M.H.
Volume 5, Issue 4, 2015 ISSN: 2277 128X International Journal of Advanced Research in Computer Science and Software Engineering Research Paper Available online at: www.ijarcsse.com Introduction to Probabilistic
More informationWeapon System Fault Detection, Isolation, and Analysis using Stateflow
Weapon System Fault Detection, Isolation, and Analysis using Stateflow Rosa Donat Senior Controls Engineer MathWorks Aerospace and Defense Conference June 2007 Manhattan Beach, CA Approved for Public Release,
More informationFraud Detection Using Random Forest Algorithm
Fraud Detection Using Random Forest Algorithm Eesha Goel Computer Science Engineering and Technology, GZSCCET, Bhatinda, India eesha1992@rediffmail.com Abhilasha Computer Science Engineering and Technology,
More informationAn Empirical Study of Hoeffding Racing for Model Selection in k-nearest Neighbor Classification
An Empirical Study of Hoeffding Racing for Model Selection in k-nearest Neighbor Classification Flora Yu-Hui Yeh and Marcus Gallagher School of Information Technology and Electrical Engineering University
More information