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Many embedded developers are familiar with the idea-to-implementation gap. Algorithm developers often create algorithm concepts in MATLAB due to its language features, extensive function libraries, and flexibility.
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Embedded MATLAB E2matrix.com
Introduction to MATLAB • MATLAB refers to Matrix Laboratory. It is a matrix based, interactive system on which you can develop an algorithm, design GUI, or you can do numerical computationor visualize and analyze the data. • MATLAB focuses on the rapid development and easiness to use. It is way by which without writing the code you can solve a complex numerical problemwith the help of few built-in tools, the programming structure is optional.
Introduction to MATLAB • It runs on almost all platforms. You can also purchase and add various application-specific solutions called toolboxes like optimisation, image processing, and control methods to your MATLAB software to increase its functionality. • It is a programming language that uses various specialized data types like ‘matrices’. • You can quickly find out the “graphical and numerical answer of the vector and matrix related numerical problems”. You can easily draw the complicated structures using MATLAB.
5 Modules of MATLAB • The MATLAB API (Application Program Interface) • The MATLAB math function library • Handle Graphics • The MATLAB working environment • The MATLAB language
Embedded MATLAB • Many embedded developers are familiar with the idea-to-implementation gap. • Algorithm developers often create algorithm concepts in MATLAB due to its language features, extensive function libraries, and flexibility • As the design evolves toward embedded implementation, real-world constraints must be incorporated, which typically requires the user to manually translate MATLAB algorithms into C code.
Embedded MATLAB • Manual translation involves rewriting the convenient MATLAB syntax for matrices into C implementations. • The end result is multiple copies of the same algorithm written in different languages. • At this stage, the user faces the burden of verifying that these copies remain equivalent throughout multiple design iterations. • In this workflow the cost of verifying revisions quickly becomes prohibitive, resulting in a design that either solidifies too quickly or simply diverges from the original specification.
New Tools Introduced • Recently The MathWorks, creator of MATLAB, introduced new tools that directly address this issue. • These tools can automatically convert a well-defined subset of MATLAB language, called Embedded MATLAB, into embeddable C code. • This technology can reduce the development and verification cost of manual translation from MATLAB to C. • The Embedded MATLAB language subset supports more than 270 MATLAB operators and functions and 90 Fixed-Point Toolbox functions.
Working within Embedded MATLAB • Working within the Embedded MATLAB subset, you can maintain one copy of the design—one “truth”—and elaborate it directly within MATLAB to incorporate embedded implementation requirements. • Design iterations become easier because the Embedded MATLAB algorithm is still MATLAB code, and you retain the interactive debugging and visualization capabilities in MATLAB. • This approach provides the algorithm domain expert and the embedded software engineer a common language and shared understanding of the design intent.
Conclusion • We first reviewed features of MATLAB that are useful at the early stages of the design process. • We then examine the inefficiencies associated with manually translating MATLAB “concept” code into C code for implementation. • We then present an alternative workflow, where all the embedded elaborations to the algorithm are done in MATLAB instead of C. • Using an example, we highlight the steps necessary to make an algorithm compliant with the Embedded MATLAB subset and show the use of new tools that automatically translate an Embedded MATLAB code into embeddable C code.
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Why E2MATRIX for MATLAB Training? • Experienced and Motivating Faculty. • Flexible Timings for working Individuals. • International Standard Course Structure. • 100% Placement Support. • Closer to Bus and Rail Transportation.
Why E2MATRIX for MATLAB Training? • Experienced and Motivating Faculty. • Flexible Timings for working Individuals. • International Standard Course Structure. • 100% Placement Support. • Closer to Bus and Rail Transportation.
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