R2022b - Updates to the MATLAB and Simulink product families

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Visualize, register, segment, and label 2D and 3D medical images

Design and simulate battery and energy storage systems

AUTOSAR Blockset – Develop adaptive applications using ara::com methods and deploy on embedded Linux; author datatypes and interfaces in architecture models
Fuzzy Logic Toolbox – Design, analyze, and simulate fuzzy inference systems (FIS) interactively, including type-2 systems, using the updated Fuzzy Logic Designer app
HDL Coder – Generate SystemC code from MATLAB and use the frame-to-sample conversion for model and code optimization
HDL Verifier – Perform cosimulation with Xilinx Vivado Simulator and use a command-line interface for testbench automation
Model Predictive Control Toolbox – Use neural networks as prediction models; design controllers that meet ISO 26262 and MISRA C standards
System Identification Toolbox – Use machine learning and deep learning techniques for nonlinear system identification, including nonlinear state-space models using neural ODEs

MATLAB

Map unique keys to values for fast lookup

Simulink

Dock the Library Browser within a model

Deep Learning Toolbox

Import PyTorch models directly; and export models to TensorFlow

Simulink: Export Curve Fitter results to a Simulink Lookup Table Block

NI Vector Signal Transceiver: Configure generator and acquire IQ data for over-the-air wireless testing and design validation workflows

Preprocessing: Filter and edit signals interactively in the Signal Analyzer app

Simulink Support Package: Manage design variations with the Variant Manager for Simulink support package
Service Oriented Architecture: Architect, schedule, simulate, and implement asynchronous client-server interfaces

Automate tasks using anomaly detection and classification techniques

Embedded Coder Support Package for Linux Applications: Deploy and prototype Service Oriented Architecture (SOA) applications on Linux
Coder Dictionary: Deploy models as components that include comprehensive service interface support