25 September 2015

Mathworks Matlab R2015b

Mathworks Matlab R2015b 

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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