Introduction to Object-Oriented Programming in MATLAB
Agenda. ? Object-oriented programming. ? Basic object-oriented programming syntax in MATLAB. ? Classes in MATLAB. Page 3. 3. What is a program? x = 12.
Introduction to Object-Oriented Programming in MATLAB
Specific example of a class. – Instance. – Any number of objects of a class can exist. An element – object. Definition – Class
Introduction to Object-Oriented Programming in MATLAB®
rks In c. ®. ®. Introduction to Object-Oriented. Programming in MATLAB®. Jos Martin. Principle Software Engineer jos.martin@mathworks.co.uk
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Presentation Title
Object-oriented programming in MATLAB enabled us to write less error-prone code define reusable interfaces
[PDF] Introduction to Object-Oriented Programming in MATLAB - MathWorks
Why Object-Oriented Programming? ? Build robust applications – Build a relationship between data and actions – Control data and actions
[PDF] Introduction to Object-Oriented Programming in MATLAB®
rks In c ® ® Introduction to Object-Oriented Programming in MATLAB® Jos Martin Basic syntax in MATLAB® Progression of Programming Techniques
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At this point consider moving your MATLAB programming tasks to object-oriented designs Understand a Problem in Terms of Its Objects
[PDF] Introduction to Object-Oriented Programming in MATLAB
Agenda ? Object-oriented programming ? Basic object-oriented programming syntax in MATLAB ? Classes in MATLAB Page 3 3 What is a program? x = 12
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A Guide to MATLAB Object-Oriented Programming Chapter 3 Member Variables and Member Functions 29 3 1 Members 29 3 2 Accessors and Mutators
Can you do object-oriented programming in MATLAB?
The MATLAB® language enables you to create programs using both procedural and object-oriented techniques and to use objects and ordinary functions together in your programs.When did MATLAB add object-oriented programming?
Objects. Major enhancements to MATLAB object-oriented programming capabilities were made in 2008. Creating classes can simplify programming tasks that involve specialized data structures or large numbers of functions that interact with particular kinds of data.Are there classes in MATLAB?
There are two kinds of MATLAB classes—handle classes and value classes. Value classes represent independent values. Value objects contain the object data and do not share this data with copies of the object. MATLAB numeric types are value classes.- Significant object-oriented languages include Java, C++, C#, Python and Javascript. The simplest way to explain object-orientated programming to a kid is to use something like a car as an example. A car has a model name, a colour, a year in which it was manufactured, an engine size and so on.
© 2011 The MathWorks, Inc.
Introduction to Object-Oriented
Programming in MATLAB
Jamie Winter
Sr. Account Manager
Abhishek Gupta
Application Engineer
2Agenda
Object-oriented programming
Basic object-oriented programming
syntax in MATLABClasses in MATLAB
3What is a program?
x = 12 while (x < 100) x = x+1 if (x == 23) disp('Hello') end end Code Data x = 12 while (x < 100) x = x+1 if (x == 23) disp('Hello') end endAssignment
Looping Test
Increment
Test to Act
Take Action
End EndActions
4Progression of Programming Techniques
Algorithm
Data function script command line value variable structureLevel of Abstraction / Sophistication
5Example: Sensor Array
Transmitting a signal
from a weather balloonLocating the signal
with a sensor arrayComputing the angle of
arrival (AoA) for the signal 6Procedural Programming
Easy to learn
Minimal planning
There is no formal
relationship between data and functions.Every detail is exposed.
7Data and Actions to Implement
Actions Data
Compute FFT
Plot results
Determine peaks
Synthesize measurements
Location
Spacing
Reading
Wavelength Number
Frequency
8Balloon
Location
Signal
Frequency
Wavelength
Sensor
Reading
Spacing
Number
Related Data and Actions
Actions Data
Sensor
Synthesize measurements
Determine peaks
Compute FFT
Plot results
Location
Spacing
Reading
Wavelength Number
Frequency
Compute FFT
Plot results
Determine peaks
Synthesize measurements
9Balloon
Location
Signal
Frequency
Wavelength
Grouping Related Data and Actions
Actions Data
Sensor
Synthesize measurements
Determine peaks
Compute FFT
Plot results
Sensor
Synthesize measurements
Determine peaks
Compute FFT
Plot results
ClassSensor
Reading
Spacing
Number
Sensor
Reading
Spacing
Number
10Progression of Programming Techniques
Algorithm
Data function script command line value variable structureLevel of Abstraction / Sophistication class
(properties) (methods) 11Object-Oriented Terminology
Class
Outline of an idea
Properties (data)
Methods (algorithms)
Object
Specific example of a class
Instance
An element of
the set objectDefined set class
12Agenda
Object-oriented programming
Basic object-oriented programming
syntax in MATLABClasses in MATLAB
13Demonstration: Building a Simple Class
Define a class for
our radar blipsCreate the weather
balloon objectUse the object in
place of the structure 14Objects
Are easy to create
Manage their own data
Are interchangeable
with a structureNo other code changes are required.
Properties behave similar to field names.
15Sensor
Synthesize measurements
Determine peaks
Compute FFT
Plot results
Demonstration:
Adding Methods to a Class
Start from a sensor class
with existing propertiesAdd a method to compute
angle of arrival (AoA)Integrate a sensor object
into the existing code 16Objects with Methods
Have immediate access to
their own data (properties)Allow you to overload
existing functionsAllow you to perform
custom actions at creation and deletion 17Agenda
Object-oriented programming
Basic object-oriented programming
syntax in MATLABClasses in MATLAB
18Taking Methods and Properties Further
Control access
Create constants
Make values interdependent
Execute methods when properties change
19Demonstration: Applying Attributes
Control access
Access = public
Access = protected
Restrict modification
Constant
Dependent
20Encapsulation
Sensor
Synthesize
measurementsDetermine
Peaks Compute
FFTSpeed of
Light etc.Noise Ratio
Sensor
Number of Towers
Tower Spacing
Plot Results
Sensor Reading
Compute AoA
21Sensor
etc.Noise Ratio
Number of Towers
Tower Spacing
Plot Results
Sensor Reading
Compute AoA
Encapsulation
Number of Towers
Tower Spacing
Synthesize
measurementsCompute
FFTSpeed of
LightSeparates the interface
from the implementationSimplifies object use
Becomes a building block
Determine
Peaks 22Using a Class as a Building Block
All Radar Blips
The Balloon All Moving Radar Blips
The Red Baron
23Demonstration:
Creating a Moving Target
Define a new class
for moving blipsInherit from the existing
class for blipsAdd a method
Use the moving blip
Move Blip
Signal
Position
24Inheritance
Subclass substitutes
for the superclassAllows re-envisioning
and re-implementing the superclassBuilds on proven code
Allows inheriting from the base MATLAB classes 25Object-Oriented Programming in MATLAB
Class definition file describes object behaviorObjects can substitute for structures
Apply attributes for a clean interface
Build on existing classes with inheritance
Extends the matrix-based language to objects
26Additional Resources
27Questions and Answers
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