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The MathWorks, provider of MATLAB software, has announced the release of its latest version of Matlab - R2015b. In addition to new features in MATLAB and Simulink, R2015b includes updates and bug fixes to 83 other products. What's New in MathWorks MATLAB R2015b
MATLAB updates include: - New execution engine that runs MATLAB code faster - Graph and directed graph functions for creating, analyzing, and visualizing graphs and networks - Add-On Explorer – a single interface for adding community-authored and MathWorks toolboxes, apps, functions, models, and hardware support - Hardware support for iOS sensors, Raspberry Pi 2, and BeagleBone Black
- MATLAB Compiler SDK: Deployable MATLAB components for integration with applications written in Python - Statistics and Machine Learning Toolbox: SVR (support vector regression) and Gaussian processes (Kriging) for fitting models, PCA feature transformation in the Classification Learner app, and GPU acceleration of 65 functions - Parallel Computing Toolbox: GPU acceleration for functions in Statistics and Machine Learning Toolbox including probability distributions, descriptive statistics, and hypothesis testing; and additional MATLAB functions - Image Processing Toolbox: Gabor and box filtering, C code generation for 20 functions with MATLAB Coder, and improved grayscale morphology and filtering performance - ​Computer Vision System Toolbox:​ 3-D point cloud processing, including geometric shape fitting, normal vector estimation and visualization - Database Toolbox: Faster database read and write - Control System Toolbox: 2-DOF PID controller tuning - Robust Control Toolbox: Robust tuning with systune and the Control System Tuner app for automatically tuning robust controllers for plants with uncertain parameters
Simulink Product Family
Simulink updates include: - New UI in scopes for viewing and debugging signals with cursors and measurements - Referenced projects for creating reusable components and simplifying large modeling projects - Always-on tuning of block parameters and workspace variables during simulation - Multilingual block names, signal names, and MATLAB Function comments​​ for use across Simulink, Stateflow and Simulink Coder
- Stateflow: Messages – new objects that carry data and that can be queued - Simscape: Two-Phase Fluid block library and simulation speed improvements for switched-linear systems - Simulink Design Optimization: Faster parameter estimation and response optimization with Simulink Fast Restart
Signal Processing and Communications - Antenna Toolbox: Analysis of infinite arrays and visualization of E-H fields - LTE System Toolbox: Release 12 downlink 256 QAM modulation for small cells, Release 11 multicell zero power CSI-RS patterns, and enhanced waveform generation
Code Generation - MATLAB Coder: C code generation for cell arrays - Embedded Coder: Quick configuration of models to generate efficient, reusable code - HDL Coder: Run-time hardware parameter tuning for Xilinx Zynq and Altera SoC FPGA using the AXI4 interface - Simulink PLC Coder: Code generation for Siemens TIA Portal IDE, and support for global variables in Siemens TIA Portal and STEP 7 IDEs
Verification and Validation - Simulink Design Verifier: C code S-function analysis and Model Advisor run-time error checks - Simulink Test: Creation of test cases with inputs generated by Simulink Design Verifier, and tool qualification with DO Qualification Kit and IEC Certification Kit - Polyspace Bug Finder: Security checks to detect code vulnerabilities, and on-the-fly display of results


 

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