MATLAB EXPO 2024 INDIA

Technology Showcase

Engage with your colleagues, peers, and MathWorks experts at the Technology Showcase and discuss your learnings and challenges.

artificial intelligence

Artificial Intelligence

Communications and Radar Systems

Communications and Radar Systems

Electrification

Electrification

Virtual Vehicles and Automated Driving

Virtual Vehicles and Automated Driving

Model-Based Systems Engineering and Software Engineering

Model-Based Systems Engineering and Software Engineering

Artificial Intelligence: From Design to Deployment

Demo Booth Title Demo Description

Predictive Maintenance Using Data Acquisition Systems

  • Live logging and predictive maintenance using data acquisition systems
  • Big data analytics on TDMS files
  • Seamless integration to the Diagnostic Feature Designer app

AI for Design Optimization and Model Calibration

  • Reduced order modeling with synthetic data/test data
  • Space mapping design in a multiobjective framework
  • Parameter sensitivity analysis
  • Data-driven model calibration/parameter estimation

Visual Inspection with Beckhoff PLC

  • Image data preprocessing and augmentation 
  • Anomaly detection and object detection
  • Overview of DevOps AI workflow with apps for low-code AI
  • Edge AI: Automatic code generation and deployment to embedded targets
  • Model validation and operationalization

Communications and Radar Systems: From Design to Deployment

Demo Booth Title Demo Description

System-Level Simulation of Pre6G, 5G, WLAN, and Bluetooth Networks

  • Model 5G networks: SRS-based SU-MIMO, custom scheduler, 3GPP reference scenario results, 38.901 channel model
  • Model Pre6G networks:
    • Cell-Free Massive MIMO simulation
    • Distributed versus centralized realization
  • Model WLAN 802.11be networks: Multilink operation (MLO) STR and eMLSR modes
  • Model Bluetooth networks: Piconet, LE Audio, periodic advertisements, Bluetooth Mesh

RF System Design and Analysis

  • Showcasing FMCW application with integration of RF, RF PCB, and antenna
  • Using AI in antenna design, analysis, and pattern reconstruction
  • Modeling intelligent reflecting surfaces

Space Mission Modeling and Analysis

  • Satellite dynamic and CubeSat modeling
  • GNC algorithm and attitude control development
  • Mission planning and analysis, constellation access mission analysis
  • Satellite scenario generation and visualization

Live Stream Radar Data to MATLAB from TI mmWave Radars for Signal Processing and Tracking Applications

  • Stream data for real-time object detection and tracking
  • Process real-time IQ radar data instantly for radar signal processing
  • Simplify TI® radar integration with MATLAB

Rapid Prototyping of Radar and Wireless Communications Systems on RFSoCs

  • Model and simulate systems together with hardware architectures
  • Deploy and verify radar target emulator and adaptive beamforming on RFSoCs
  • Interface and tune RF data converter parameters directly from MATLAB

Accelerating Design and Verification of Mixed-Signal Systems

  • Model architectural-level mixed-signal systems using specifications
  • Generate SystemVerilog DPI-C for analog mixed-signal verification
  • Integrate with EDA tools for behavioral-level simulation

Electrification: From Prototyping to Production

Demo Booth Title Demo Description

Renewable System Design Using GFM Converters

  • Phase-locked loop (PLL)–based grid-following (GFL) BESS controller
  • Virtual synchronous machine (VSM)-based GFM controller
  • G-GFM, M-GRM: GFM control of wind generator

Powertrain Design for Transportation Electrification

  • BEV battery and motor design with workflows on durability
  • E-aircraft design (battery, propellor, motors) from powertrain perspective
  • Design considerations for agricultural machinery (special wheel models, energy charting for tractor, et al.)

Accelerate Motor Control Development: From Modeling to Deployment

  • Model and parameterize your motors
  • Jumpstart with prebuilt sensored and sensorless motor control algorithms
  • Generate and deploy algorithms to your desired target hardware

Accelerate AI-Based Software Development on Infineon AURIX TC4x

  • Train neural network based on data collected from Infineon® AURIX™ TC4x microcontroller
  • Deploy trained neural network on Infineon Aurix TC4x microcontroller to predict rotor position for FOC control
  • Learn about CRL usage for improving neural network's response time on Infineon Aurix TC4x PPU
  • Use multicore model semantics from SoC Blockset to deploy neural network on target
  • Determine neural network's prediction accuracies using external mode communication with the target

Design, Prototype, and Test Your Brushless DC Motor Controls Using Simulink and Speedgoat Hardware

  • Create accurate motor models and fine tune controller gains by collecting data from hardware
  • Monitor and control your real-time application directly from Simulink models or with instrument panel apps
  • Configure your controller model to generate compact and fast C code for any target microcontroller
  • Run test cases automatically and prove that your embedded motor controller meets requirements via hardware-in-the-loop testing

Virtual Vehicles and Automated Driving: Design to Deployment

Demo Booth Title Demo Description

Virtual Vehicle EV Range Estimation

  • Develop virtual vehicles
  • Create EV and HEV models
  • Stream and analyze data for EV range estimation

Virtual Environments for Simulation and Testing

  • Create photorealistic environments from map data
  • Model traffic from recorded data
  • Create scenarios for ADAS testing

Automated Driving: Validation and Development

  • HIL/RCP validation for ADAS features
  • The Automated Driving Toolbox Test Suite for Euro NCAP® Protocols support package and real-world scenarios
  • Algorithms: Cross-sensor calibration/labeling, perception, sensor fusion, controls

Model-Based Systems Engineering and Software Engineering

Demo Booth Title Demo Description

Design High-Performance Compute Applications Using Model-Based Design

  • Design service-oriented architecture applications for SDVs
  • Prototype services using Linux® virtual machines with single-click deployment
  • Log and calibrate signals of interest
  • Deploy on HPC virtual ECU and target HPC hardware

Model-Based Systems Engineering

  • Achieve verification-based MBSE
  • Connect MBSE to design
  • Be ready for SysML® v2

Code Verification for Modern Software Development Workflows

  • Focus on Left-Shifting the Code Verification for Quality Software
    • Polyspace Access: Plug in Polyspace as You Code in the IDE for developers
    • Static Code Analysis: Polyspace Bug Finder and Polyspace Code Prover for safety and security
    • Polyspace products in CI and Polyspace Access for collaboration