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My Information • Teaching Assistant Info: – My name: Raymond (Ray) Phan – E-mail: rphan@ee.ryerson.ca – My website: http://www.ee.ryerson.ca/~rphan – Office: I moved! No longer in ENG 460, I‟m now in EPH 237 – Office Hours: Let‟s decide that now! • Can also book by appointment. Just send me an e-mail ELE 532 – Signals and Systems 1 MATLAB Tutorial Friday, September 14th, 2007 My responsibilities • Answer any doubts and questions regarding how the labs are run • Answer any inquiries regarding lab questions • I can also answer theoretical questions relevant to the course • Control how labs are marked • Oversee the other TAs regarding the labs ELE 532 – Signals and Systems 2 MATLAB Tutorial Friday, September 14th, 2007 How these labs will work • This session: MATLAB Tutorial • Next sessions: They alternate – One session will be a full 2 hour lab time • You work on your labs • Or you can ask me for extra help about the course – Next session: • First hour will be a tutorial. I solve problems from the problem set. • Second hour will be normal lab time – You can still ask me for help during this time! • Submission of the labs: They will not be electronically submitted – You will submit hard copies (printouts) of the code and all other requirements before the deadline (more on this later) ELE 532 – Signals and Systems 3 MATLAB Tutorial Friday, September 14th, 2007 How these labs will work – (2) • You are allowed to work in pairs for the labs – Choose a person that you want to work with, and stick with that person! • If you decide to work in partners, you must choose your lab partner by the end of this tutorial • Come up to me at the end of this tutorial telling me who you want to work with • Failure to do so will mean that I will not mark your lab. Make sure you come to me after this tutorial! ELE 532 – Signals and Systems 4 MATLAB Tutorial Friday, September 14th, 2007 How labs will work – (3) • I also need to elect one section representative – I need a volunteer that will represent this section • This person will be responsible for the following: – Represent this section and report to Dr. Beheshti and to me regarding any inquiries, comments and suggestions about the course or the labs – During quizzes, this person will help Dr. Beheshti, myself, and the other TAs collect the papers after the quizzes are finished for that class – It is this person‟s responsibility to get to know all of the students in this section and attend all the lectures! • So… who wants to be this volunteer? – We‟ll need to vote if there is more than one person ELE 532 – Signals and Systems 5 MATLAB Tutorial Friday, September 14th, 2007 ELE 532 – Signals and Systems Fall 2007 MATLAB Tutorial Raymond Phan Distributed Multimedia Computing Research (DMCR) Lab Ryerson University – EPH 237 rphan@ee.ryerson.ca ELE 532 – Signals and Systems 6 MATLAB Tutorial http://www.ee.ryerson.ca/~rphan/ele532/MATLABTutorial.ppt Friday, September 14th, 2007 Outline of Tutorial – (1) • Introduction • Getting Started • Variables and Starting Basics • Vectors and Matrices • Basic Operations • Script Files • Function Script Files ELE 532 – Signals and Systems 7 MATLAB Tutorial Friday, September 14th, 2007 Outline of Tutorial – (2) • Flow Control • Basic Graphics Commands • Other Useful Commands • Final Words ELE 532 – Signals and Systems 8 MATLAB Tutorial Friday, September 14th, 2007 Introduction – (1) • So… what the hell is MATLAB and what‟s it all about? – MATLAB: MATrix LABoratory • Created in 1970 by a dude named Cleve Moler • Was (and still is) used extensively at Stanford University and the University of New Mexico – Why? To make calculating the following things a lot easier! • Matrix Theory • Linear Algebra • Numerical Analysis ELE 532 – Signals and Systems 9 MATLAB Tutorial Friday, September 14th, 2007 Introduction – (2) • MATLAB is selected as a numerical analysis tool over languages like C and Java because: – Very EASY programming language – Powerful graphics capabilities – Very sleek and interactive interface – Great for general scientific and engineering computation • Later in your courses, you‟re going to start to use this heavily, especially in: – ELE 639: Control Systems – ELE 792: Digital Signal Processing – … any signal processing and controls course in 4th year ELE 532 – Signals and Systems 10 MATLAB Tutorial Friday, September 14th, 2007 Outline of Tutorial – (1) • Introduction • Getting Started • Variables and Starting Basics • Vectors and Matrices • Basic Operations • Script Files • Function Script Files ELE 532 – Signals and Systems 11 MATLAB Tutorial Friday, September 14th, 2007 Getting Started – (1) • Where can I find and use MATLAB? • Method #1: On the EE undergraduate network labs: – ENG 406, 407, 408 and 409 • Log onto an EE undergraduate terminal • A) Go to Applications – Accessories – Terminal and type in „matlab‟ (without the quotes) • B) Go to Applications – Math – MATLAB 2007a ELE 532 – Signals and Systems 12 MATLAB Tutorial Friday, September 14th, 2007 Getting Started – (2) • Method #2: If you don‟t feel like using the computers at school, you can install your own copy of MATLAB on your PC or laptop – There are many ways to obtain your own copy: • Buy a student version at the Ryerson Bookstore • Obtain a trial version online via: http://www.mathworks.com • “Borrow” from a friend – Version of MATLAB needed for these labs: MATLAB 7.0 and up – NOTE!: You MUST have the Java Runtime Environment (JRE) installed on your system • At LEAST 5.0 and up – MATLAB uses the JRE as a backbone to run the whole application ELE 532 – Signals and Systems 13 MATLAB Tutorial Friday, September 14th, 2007 Getting Started – (3) • What happens next!? – MATLAB Interface: >> means it‟s ready for input from you ELE 532 – Signals and Systems 14 MATLAB Tutorial Friday, September 14th, 2007 Outline of Tutorial – (1) • Introduction • Getting Started • Variables and Starting Basics • Vectors and Matrices • Basic Operations • Script Files • Function Script Files ELE 532 – Signals and Systems 15 MATLAB Tutorial Friday, September 14th, 2007 Variables and Basic Commands – (1) • One GREAT thing about MATLAB: – MATLAB is a programming language that is dynamically typed… what does this mean? – You can declare variables and initialize them without specifying what type they are • MATLAB automatically figures this out for you, or you can choose to manually override the type – Example: • C or Java way: int nikhil = 1, double jenny = 2 • MATLAB way: nikhil = 1, jenny = 2 ELE 532 – Signals and Systems 16 MATLAB Tutorial Friday, September 14th, 2007 Variables and Basic Commands – (2) • When you want to assign something to a variable, use the = sign • When you assign something to a variable, MATLAB initializes & automatically declares it • Guidelines for variable names: – All must be single words, no spaces – Must begin with a letter, numbers or the underscore character ( _ ) – Variable names are case sensitive • i.e nikhil is NOT the same as Nikhil • i.e muffin is NOT the same as mUFfin – Names can be up to 19 characters in length ELE 532 – Signals and Systems 17 MATLAB Tutorial Friday, September 14th, 2007 Variables and Basic Commands – (3) • Some valid variable names: – voltage – valueOfR1 – Ron_and_Mauro – _Alan2007_ • Some invalid variable names (why are these invalid?): – 123 – value of R1 – 3v – X#*()$#$!!! ELE 532 – Signals and Systems 18 MATLAB Tutorial Friday, September 14th, 2007 Variables and Basic Commands – (4) • Left panel: Current Directory / Workspace – A) Shows you directory structure to access working directory (more on this later) – B) Shows you all of the variables that have been created and can be accessed • Right: Command Prompt – Enter commands and variable declarations here – Commands without a semicolon ( ; ) echo your command to screen – Commands with a semicolon suppress that output ELE 532 – Signals and Systems 19 MATLAB Tutorial Friday, September 14th, 2007 Variables and Basic Commands – (5) • Can enter commands either: – One at a time: The end of each command, press ENTER (carriage return) – Multiple commands in one line: • Suppress echoing: Use semicolons to separate each command on the line • Enable echoing: Use commas ( , ) to separate each command on the line • Typing in a variable by itself and pressing ENTER will redisplay the variable • Entering a value, pressing ENTER, and not assigning it to anything, the value will be automatically assigned to a variable called ans (answer) ELE 532 – Signals and Systems 20 MATLAB Tutorial Friday, September 14th, 2007 Variables and Basic Commands – (6) ELE 532 – Signals and Systems 21 MATLAB Tutorial Friday, September 14th, 2007 Variables and Basic Commands – (7) • who command: Shows you all of the variables created by you – You can also check the workspace as well • clear command: Clears all of the variables shown in the workspace, and you start from scratch • clc command: Flushes the command prompt – Variables will still be in the workspace, but it clears the command prompt screen ELE 532 – Signals and Systems 22 MATLAB Tutorial Friday, September 14th, 2007 Variables and Basic Commands – (8) ELE 532 – Signals and Systems 23 MATLAB Tutorial Friday, September 14th, 2007 Variables and Basic Commands – (9) • Can also declare complex numbers too: – Can add, subtract, multiply and divide • You can use i or j to declare complex numbers • Of course… you can also add, subtract, multiply and divide normal numbers too! – Too lazy to make a slide for it – However, we‟ll get into addition, subtraction, multiplication and division in another way later ELE 532 – Signals and Systems 24 MATLAB Tutorial Friday, September 14th, 2007 Variables and Basic Commands – (10) ELE 532 – Signals and Systems 25 MATLAB Tutorial Friday, September 14th, 2007 Variables and Basic Commands – (11) • Command History window: Used to keep track of the commands you ran recently • You can also double click on any of the commands to re-run them again • You can also press the up & down keys to cycle through the commands as well in the command prompt ELE 532 – Signals and Systems 26 MATLAB Tutorial Friday, September 14th, 2007 Outline of Tutorial – (1) • Introduction • Getting Started • Variables and Starting Basics • Vectors and Matrices • Basic Operations • Script Files • Function Script Files ELE 532 – Signals and Systems 27 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (1) • Unless otherwise defined, MATLAB treats ALL variables as 2D matrices… how is this possible? – Arrays and Vectors: N x 1 or 1 x N matrix – Single value: 1 x 1 matrix • Why does MATLAB decide to handle it this way? – You‟ll see later that handling variables as matrices makes things A LOT faster and easier to work with ELE 532 – Signals and Systems 28 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (2) • How do you declare a vector / array in MATLAB? – C or Java way: int a[4] = {1, 2, 3, 4}; – MATLAB way: • a = [1 2 3 4] – row vector – Spaces mean to move to the next column • a = [1 2 3 4].’ – (.‟ operator means to transpose a vector) - column vector • a = [1;2;3;4] - column vector – Semicolon means to move to the next row • You do not have to specify how big the vector is first before you make it – Beauty of dynamically typed languages! – MATLAB automatically figures out how big it is and you go from there ELE 532 – Signals and Systems 29 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (3) • How do I access elements in a vector / array? – C or Java way: • int jenny = a[0]; – MATLAB way: • jenny = a(1); • NOTE!: – No square brackets when accessing an element! Use round brackets! – Elements do not start at index 0, they start at index 1! ELE 532 – Signals and Systems 30 MATLAB Tutorial Friday, September 14th, 2007 Vector and Matrices – (4) ELE 532 – Signals and Systems 31 MATLAB Tutorial Friday, September 14th, 2007 Vector and Matrices – (5) • How do I create a matrix in MATLAB? – C or Java way: int a[4][4] = {{1, 2, 3, 4}, {5, 6, 7, 8}, {9, 10, 11, 12}, {13, 14, 15, 16}}; – MATLAB way: • #1: a = [1 2 3 4; 5 6 7 8; 9 10 11 12; 13 14 15 16]; • #2: a = [1 2 3 4; 5 6 7 8; 9 10 11 12; 13 14 15 16]; ELE 532 – Signals and Systems 32 MATLAB Tutorial Friday, September 14th, 2007 Vector and Matrices – (6) • How do I access elements in a matrix? – C or Java way: • int alan = a[2][3]; – MATLAB way: • alan = a(3,4); • What‟s the difference here? – No separate brackets for each dimension – Comma is used to separate the dimensions – All indices to access arrays are offset by 1! – Remember: 1st parameter is the row, 2nd parameter is the column ELE 532 – Signals and Systems 33 MATLAB Tutorial Friday, September 14th, 2007 Vector and Matrices – (7) • Here‟s something to mess you up… how do I access a range of values in a matrix? • Suppose I had a matrix already created called ray – How do I get all of the elements in the 1st row? – C or Java way: • int i; for(i = 0; i < 4; i++) ray[i] = a[0][i]; • This is a pain in the butt!... There‟s gotta be an easier way to do this! ELE 532 – Signals and Systems 34 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (8) • MATLAB way: – ray = a(1, 1:4); – ray = a(1, :); • What‟s the difference here?! – NO for loop! – The colon ( : ) operator is used to access a range of values • There is a more general use for this, but we‟ll get into this later – 1 : 4 means a range from 1 through 4 for a dimension – : by itself means give me all possible values in a dimension – Doing 1 : 4 in the 2nd parameter means give me columns 1 through 4 – Doing : in the 2nd parameter means give me all of the columns! ELE 532 – Signals and Systems 35 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (9) ELE 532 – Signals and Systems 36 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (10) • Some more examples: – sally = a(2,3); – sally = a(1:3,3:4); – sally = a(:, 1:3); – sally = a(2:4,:); • 1st line: Access 2nd row, 3rd column element, and assign it to sally • 2nd line: Get a matrix with elements between rows 1 – 3, and columns 3 – 4 and assign this to sally • 3rd line: Get a matrix with elements between columns 1 – 3 and give me every possible row, and assign this to sally • 4th line: Get a matrix with elements between rows 2 – 4 and give me every possible column, and assign this to sally ELE 532 – Signals and Systems 37 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (11) • Here‟s a curve ball! – Joe = a(:,:); – Joe = a; • What does this mean? Copy the entire matrix, a, and assign it to Joe • You can also do the 2nd line too. It‟s exactly the same meaning ELE 532 – Signals and Systems 38 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (12) • Example Time! • 1) How do we define M in MATLAB syntax? • 2) How do we execute a), b), c) and d)? ELE 532 – Signals and Systems 39 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (13) ELE 532 – Signals and Systems 40 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (14) ELE 532 – Signals and Systems 41 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (15) • Example #2! ELE 532 – Signals and Systems 42 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (16) • In other words, with matrices A, B and C, make me a matrix that looks like this! • What do we need to do? – How do we define matrices A, B and C? – How do we create M? ELE 532 – Signals and Systems 43 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (17) ELE 532 – Signals and Systems 44 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (18) • MATLAB has a really cool way of making vectors / arrays where consecutive elements are uniformly spaced • Example: – Ray = 0 : 0.1 : 1.0; • This generates a vector / array with 11 elements, such that – Ray = [0 0.1 0.2 0.3 … 1.0]; ELE 532 – Signals and Systems 45 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (19) • General Form: – new_array = first_value : increment : last_value – Make note of the colons ( : )! • first_value: The first value in the new vector / array • last_value: The last value in the new vector / array • increment: The step size – If you don‟t include this value, it is automatically assumed to be 1 ELE 532 – Signals and Systems 46 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (20) • Examples: – jenny = 0 : 2 : 10; – eman = 3 : 3 : 30; – ron = 1 : 10; – mauro = 2.0 : -0.2 : 0.4; • 1st line: Creates a 6 element vector – jenny = [0 2 4 6 8 10]; • 2nd line: Creates a 10 element vector – eman = [3 6 9 12 … 27 30]; ELE 532 – Signals and Systems 47 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (22) • 3rd line: Creates an 10 element vector – ron = [1 2 3 … 9 10]; • 4th line: Creates a 8 element vector – mauro = [2.0 1.8 … 0.6 0.4]; • Pretty easy don‟t you think!? • Remember how I told you about that colon operator?... Well, here you go! • To do this in C and Java, it requires a bit more work. ELE 532 – Signals and Systems 48 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (23) • Some useful matrix and vector / array commands – eye(n): Creates an n x n identity matrix ELE 532 – Signals and Systems 49 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (24) • Some useful matrix and vector / array commands – ones(n,m): Creates an n x m matrix full of ones – ones(1,n) or ones(n,1): Creates an array / vector that has n elements, full of ones ELE 532 – Signals and Systems 50 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (25) • Some useful matrix and vector / array commands – zeros(n,m): Creates an n x m matrix full of zeros – zeros(1,n) or zeros(n,1): Creates an array / vector that has n elements, full of zeros ELE 532 – Signals and Systems 51 MATLAB Tutorial Friday, September 14th, 2007 Vectors and Matrices – (26) • Last important note: – MATLAB evaluates expressions to the right of the equals sign first – After, it assigns this result to the variable to the left of the equals sign – Here‟s an example: sum = 2; sum = sum + 3; – What happens here? sum gets assigned the value of 2 first, then it gets added with 3, and stored back into sum • … and that‟s it for this section… whew! ELE 532 – Signals and Systems 52 MATLAB Tutorial Friday, September 14th, 2007 Outline of Tutorial – (1) • Introduction • Getting Started • Variables and Starting Basics • Vectors and Matrices • Basic Operations • Script Files • Function Script Files ELE 532 – Signals and Systems 53 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (1) • Let‟s assume the following: – A and B: Are matrices or vectors / arrays of compatible dimensions • Assume they can be added, subtracted, multiplied and divided properly – n is a scalar (single value number) • Here‟s a table that provides a good summary of all of the basic operations you can perform on matrices and vectors / arrays ELE 532 – Signals and Systems 54 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (2) • Here, the elements in the matrices or vectors / arrays can be real or complex • Addition and Subtraction will just add and subtract two matrices normally • For vectors, each corresponding component gets added or subtracted ELE 532 – Signals and Systems 55 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (3) ELE 532 – Signals and Systems 56 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (4) • Multiplication (this kind) only works for matrices – * is for matrix multiplication • Division is a little bit more complicated – We have left division and right division • Left Division == A-1B • Right Division == AB-1 ELE 532 – Signals and Systems 57 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (5) • Transposition: Transposes a matrix or vector – „ operator • Real valued entries: Normal Transpose • Complex valued entries: Tranposes and performs complex conjugate – .‟ operator • Real and Complex valued entries: Normal Transpose ELE 532 – Signals and Systems 58 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (6) ELE 532 – Signals and Systems 59 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (7) • Exponentiation multiplies a matrix with itself n times • For calculations with *, /, \, and ^, there is something called element-by-element operations for vectors / arrays and matrices – You put a dot operator ( . ) before the operation • Example: .* or ./ or .\ or .^ – The 1st element of A is *, /, \ or ^ with the 1st element of B, and that result gets stored – … don‟t get it? Here‟s an example ELE 532 – Signals and Systems 60 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (8) ELE 532 – Signals and Systems 61 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (9) • Special Case: – If you wanted to multiply or divide every number in a matrix or vector / array by a constant, you can just simply do the following: Example: t = 0 : 2 : 20; t = [0 2 4 … 18 20]; g = 2*t; g = [0 4 8 … 36 40]; or g = 2.*t; h = t/4; h = [0 0.5 1 … 4.5 5]; or h = t./4; • All you have to do is multiply or divide by the desired number – No need to create another matrix or vector / array and do point-by- point multiplication or division! ELE 532 – Signals and Systems 62 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (10) • Special Case #2: – If you wanted to add or subtract every number in a matrix or vector / array by a constant, you can just simply do the following: Example: t = 0 : 20; t = [0 2 4 … 18 20]; g = t + 2; g = [2 4 6 … 20 22]; h = t - 4; h = [-2 0 2 … 16 18]; • All you have to do is add or subtract by the desired number – No need to create another matrix or vector / array and add or subtract that way! ELE 532 – Signals and Systems 63 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (10) • Here are some useful commands for matrices and vectors / arrays: • Assume that V is a vector of arbitrary length and M is a matrix of arbitrary size • len = length(V); – Gives the number of elements the vector V has, and stores it into len • [rows cols] = size(M); – Gives the number of rows and columns and stores them into rows and cols respectively – Don‟t worry about the square braces for now, we‟ll deal with them later. ELE 532 – Signals and Systems 64 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (11) • sum(V): Returns the sum of all elements contained in vector V • sum(M): Returns a row vector, where each element is the sum of the columns of matrix M • … confused? Don‟t worry, check out this example ELE 532 – Signals and Systems 65 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (12) ELE 532 – Signals and Systems 66 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (13) • prod(V): Returns the product of all elements contained in vector V – We multiply every single element in the vector with each other • prod(M): Returns a row vector, where each element is the product of the columns of matrix M • … confused? Don‟t worry, check out this example ELE 532 – Signals and Systems 67 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (14) ELE 532 – Signals and Systems 68 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (15) • Quick quiz: – Suppose I perform this operation: • V = n : -1 : 1; – n can be any number > 0 • sum = prod(V); – What is the above operation equivalently called in mathematics? – …you‟ve seen this before. Think MTH 314 ELE 532 – Signals and Systems 69 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (16) • It’s a factorial! • Anyway, let‟s keep going • max(V) / min(V): Returns the maximum / minimum of all elements contained in vector V • max(M) / min(M): Returns a row vector, where each element is the maximum / minimum of the columns of matrix M • … confused again? No worries, here‟s another example ELE 532 – Signals and Systems 70 MATLAB Tutorial Friday, September 14th, 2007 Basic Operations – (17) ELE 532 – Signals and Systems 71 MATLAB Tutorial Friday, September 14th, 2007 Outline of Tutorial – (1) • Introduction • Getting Started • Variables and Starting Basics • Vectors and Matrices • Basic Operations • Script Files • Function Script Files ELE 532 – Signals and Systems 72 MATLAB Tutorial Friday, September 14th, 2007 Script Files – (1) • So far, you‟ve seen that MATLAB can accept and execute commands interactively through the command prompt – … what happens if you‟ve got A LOT of commands to execute? • Think C or Java: You put all commands or syntax into a file and execute that file. • You can do this with MATLAB, and you don‟t have to input all of the commands individually. ELE 532 – Signals and Systems 73 MATLAB Tutorial Friday, September 14th, 2007 Script Files – (2) • This kind of file is called a script file or M-file (M for MATLAB!) – You place all commands you want to execute in a file with extension .m at the end, and you run the script file – MATLAB will run all of these commands in sequence for you • To execute a script file, make sure you set the working directory to be where the script file is located (remember I said we‟d get back to this earlier?) ELE 532 – Signals and Systems 74 MATLAB Tutorial Friday, September 14th, 2007 Script Files – (3) ELE 532 – Signals and Systems 75 MATLAB Tutorial Friday, September 14th, 2007 Script Files – (4) • MATLAB has a M-file editor that you can use where you can create your scripts – You can also use any other word processing editor. Just make sure the extension of the file is .m – It‟s got: • Some nice colour coding features • Debugging Tools • Interoperability with the MATLAB command prompt ELE 532 – Signals and Systems 76 MATLAB Tutorial Friday, September 14th, 2007 Script Files – (5) ELE 532 – Signals and Systems 77 MATLAB Tutorial Friday, September 14th, 2007 Script Files – (6) • Once a script file has been created, type in the name of the file (without the .m) in the command prompt to execute the script – Make sure you set the proper working directory! • When you execute a script file, all of the variables created in the script file get stored in the workspace for future use • Let‟s do an example: – Let‟s make the factorial example into a script file ELE 532 – Signals and Systems 78 MATLAB Tutorial Friday, September 14th, 2007 Script Files – (7) ELE 532 – Signals and Systems 79 MATLAB Tutorial Friday, September 14th, 2007 Script Files – (8) ELE 532 – Signals and Systems 80 MATLAB Tutorial Friday, September 14th, 2007 Script Files – (9) • The great thing about script files is that commands can be re-executed without having to enter them all again! – All you have to do is modify parts of the script file to give you the result you want • The script file is now set to compute 4! What if I wanted to do 9!, or 12!, or 5! ? – Just change the n parameter accordingly ELE 532 – Signals and Systems 81 MATLAB Tutorial Friday, September 14th, 2007 Outline of Tutorial – (1) • Introduction • Getting Started • Variables and Starting Basics • Vectors and Matrices • Basic Operations • Script Files • Function Script Files ELE 532 – Signals and Systems 82 MATLAB Tutorial Friday, September 14th, 2007 Function Script Files – (1) • So, you‟ve seen how script files work – So what are function script files? • Think Java: These are methods – You send input variables into a function • Difference: You don’t have to define what the variable types are. Remember: Dynamically Typed! – The function performs MATLAB commands with these input variables – The function returns output variables • Difference: You can return more than one variable! • You don‟t have to define the variable type either! • Unlike C or Java, you do not require return statements to return variables – All you have to do is assign something to the variable, and that‟s it. ELE 532 – Signals and Systems 83 MATLAB Tutorial Friday, September 14th, 2007 Function Script Files – (2) • Why would you want function script files? – Instead of changing some parts of a script file, you can do these changes by providing different variables to the input of the function – There may be a case where when you run a script, you don‟t want variables created in the script to be saved to the workspace • Function scripts only communicate with the MATLAB workspace with: – The variables that you pass to it – The variables that get sent to the output after it‟s finished ELE 532 – Signals and Systems 84 MATLAB Tutorial Friday, September 14th, 2007 Function Script Files – (3) • What does this mean? – Any variables you create within the function will be discarded after the function has finished executing – This is what we call local scope • How do we create a function script file? – Pretty much the same as a normal script file • .m as the extension to the file – Remember, with a script file, all you had to do was enter in the commands in sequence ELE 532 – Signals and Systems 85 MATLAB Tutorial Friday, September 14th, 2007 Function Script Files – (4) • However, there are two differences between a script file, and a function script file – The file name of the function has to be the same as the function itself – The first line of a function script file must be the following: function [output1, output2,…] = function_name(input1, input2, …) ELE 532 – Signals and Systems 86 MATLAB Tutorial Friday, September 14th, 2007 Function Script Files – (5) • The function keyword means that this script file is a function script file • input1, input2, … represents the input variables going into the function • output1, output2, … represents the output variables going into the function • You may have noticed that there are square braces ( [ ] ) surrounding the output variables in the function header – In order to return more than one variable, MATLAB puts all of the variables into one vector and returns this vector, hence the [ ] … smart eh? ELE 532 – Signals and Systems 87 MATLAB Tutorial Friday, September 14th, 2007 Function Script Files – (6) • Use the % operator to put in comments – If you want to perform the modulus, use the mod function – mod(x,y) == x % y in C or Java • If you want to comment out a block of code, do the following: %{ … commands that are commented out … %} • When you‟re coding a function script file, it‟s a good idea to put an author’s block at the beginning of the file, that tells someone how the function works, what inputs you need, what outputs come out, and how to use it ELE 532 – Signals and Systems 88 MATLAB Tutorial Friday, September 14th, 2007 Function Script Files – (7) • Some examples of function script files that you have seen already: – eye(n) • Input: number n, n > 0 • Output: n x n identity matrix – prod(V), prod(M) • Input: Vector V or Matrix M • Output: A number or a vector – sum(V), sum(M) • Input: Vector V or Matrix M • Output: A number or a vector – max(V), max(M) • Input: Vector V or Matrix M • Output: A number or a vector – min(V), min(M) • Input: Vector V or Matrix M • Output: A number or a vector ELE 532 – Signals and Systems 89 MATLAB Tutorial Friday, September 14th, 2007 Function Script Files – (8) • Here‟s another one that you saw earlier: – [rows cols] = size(M) • Input: Matrix M • Output: 2 numbers, the rows and columns of the matrix – When you call this function script file in MATLAB, make sure the square braces are there – This is required if the function script file returns more than 1 variable – Failing to do this will result in the very last output variable to be saved instead ELE 532 – Signals and Systems 90 MATLAB Tutorial Friday, September 14th, 2007 Function Script Files – (9) • So now with this, let‟s go back to our factorial example and make this a function script file • What do we need to do in order to make this a function script file? – Think back to the two differences that I said earlier about script files and function script files ELE 532 – Signals and Systems 91 MATLAB Tutorial Friday, September 14th, 2007 Function Script Files – (10) ELE 532 – Signals and Systems 92 MATLAB Tutorial Friday, September 14th, 2007 Function Script Files – (11) ELE 532 – Signals and Systems 93 MATLAB Tutorial Friday, September 14th, 2007 Function Script Files – (12) • Some important things to be reminded of: – n in the function script file is not saved to the workspace • n has a local scope! – Instead of changing the parameter n, as we did in a script file, we simply changed the input parameter of the function – If your function returns more than one variable, make sure you save them to a vector! ELE 532 – Signals and Systems 94 MATLAB Tutorial Friday, September 14th, 2007 Outline of Tutorial – (1) • Introduction • Getting Started • Variables and Starting Basics • Vectors and Matrices • Basic Operations • Script Files • Function Script Files ELE 532 – Signals and Systems 95 MATLAB Tutorial Friday, September 14th, 2007 Outline of Tutorial – (2) • Flow Control • Basic Graphics Commands • Other Useful Commands • Final Words ELE 532 – Signals and Systems 96 MATLAB Tutorial Friday, September 14th, 2007 Flow Control – (1) • You‟ve seen this in C or Java many times • Flow control allows your script or function script file to have decision making abilities • …understand what I mean? If you don‟t, MATLAB supports the following common flow control methods – for loop – while loop – if-else & else-if statements – switch-case-otherwise statements • … now you see what I mean right? ELE 532 – Signals and Systems 97 MATLAB Tutorial Friday, September 14th, 2007 Flow Control – (2) • for loops allow a group of commands to be executed a predetermined amount of times • This loop has the following structure: for i = any_array … commands to be executed … end • any_array is any valid array • Can be any row or column vector ELE 532 – Signals and Systems 98 MATLAB Tutorial Friday, September 14th, 2007 Flow Control – (3) • How this for loop works is as follows: – 1st iteration, i = any_array(1), then execute commands – 2nd iteration, i = any_array(2), then execute commands –… – nth iteration, i = any_array(n), then execute commands • This can prove to be a very powerful mechanism – Your for loop indices never have to be in uniform steps! • Don‟t know what I mean?... Let‟s do an example ELE 532 – Signals and Systems 99 MATLAB Tutorial Friday, September 14th, 2007 Flow Control – (4) • First Example: for loop in uniform steps – f = 1; for i = 1:n f = f*i; end – Here, we‟re computing our factorial function, but with the use of a for loop • i is assigned 1 for the 1st iteration, 2 for the 2nd iteration, and n for the nth iteration • For each iteration, we take the previous value of f and multiply by the current value of i ELE 532 – Signals and Systems 100 MATLAB Tutorial Friday, September 14th, 2007 Flow Control – (5) • Second Example: for loop in non-uniform steps – val = 0; array = 1 : 20; for i = [1 4 8 9 10 2 5] val = val + array(i); end – Here, we‟re computing the sum of random elements in an array and storing them into val • Take a close look at what I did in the for loop • The 1st iteration, i = 1, the 2nd iteration, i = 4, the 3rd iteration, i = 8, and so on • Pretty cool eh!? You don‟t have to have uniform steps in your for loops! ELE 532 – Signals and Systems 101 MATLAB Tutorial Friday, September 14th, 2007 Flow Control – (6) • while loops let you execute a group of commands indefinitely until a condition is met • The structure for this loop is as follows: while expression … commands to be executed … end ELE 532 – Signals and Systems 102 MATLAB Tutorial Friday, September 14th, 2007 Flow Control – (7) • The commands between the while and the end statements are executed until expression is evaluated as false, or a zero (0) value • You usually use relational or equality operators in the expression statement of the while loop • A relational or equality expression is assigned a value of 1 if it‟s true, and 0 if it‟s false ELE 532 – Signals and Systems 103 MATLAB Tutorial Friday, September 14th, 2007 Flow Control – (8) • Everything here is the same as C and Java, except for the not equals to operator. MATLAB has it as ~=, and C or Java has it as !=… be careful not to mix these up! ELE 532 – Signals and Systems 104 MATLAB Tutorial Friday, September 14th, 2007 Flow Control – (9) • if-else & else-if statements help you execute blocks of commands when some condition is true • Here‟s the syntax for it… but I‟m sure you already know this if exp_1 … commands to be executed if exp_1 is true … elseif exp_2 … commands to be executed if exp_2 is true … elseif exp_3 … commands to be executed if exp_3 is true … else … commands to be executed if none of the above is true … end ELE 532 – Signals and Systems 105 MATLAB Tutorial Friday, September 14th, 2007 Flow Control – (10) • Note the following: – elseif and else operators are optional – You can have if statements by themselves as well without the above operators • The break command: – Used often in for and while loops – When this command is encountered, the loop stops executing immediately and carries onto the next block of code – If you‟re using this within nested loops, the inner most loop stops executing only ELE 532 – Signals and Systems 106 MATLAB Tutorial Friday, September 14th, 2007 Flow Control – (11) • switch-case-otherwise statements are a special case (no pun intended) of the if-else & else-if statements • You choose between a finite number of choices; each choice consists of a block of commands to be executed • If the choice you make is none of the choices provided in this statement, we execute a default (otherwise) code block • … so this is what this kind of statement looks like: ELE 532 – Signals and Systems 107 MATLAB Tutorial Friday, September 14th, 2007 Flow Control – (12) switch expr case value1, … commands to be executed if expr equals value1 … case value2, … commands to be executed if expr equals value2 … … otherwise, … commands to be executed if the value of expr is not equal to any of the above values … end • You usually use switch statements when you want your program to run differently, based on the input parameters that are given to your function script file ELE 532 – Signals and Systems 108 MATLAB Tutorial Friday, September 14th, 2007 Flow Control – (13) • Let‟s do an example! – Let‟s use the while and if-else statements to make a simple program – You all have studied logic gates in COE 328, so let‟s use some simple facts from this – Let‟s make a program that will classify a set of input voltages according to the following specs: • If Vout is between 0V and 0.5V, this is a logic 0 (0) • If Vout is between 2.7V and 5V, this is a logic 1 (1) • All other voltages are classified as invalid (-1) – The program will read in an array of continuous input voltages, and output an array of the same size – Each element will take 1 of 3 possible values: 0, 1 and -1 ELE 532 – Signals and Systems 109 MATLAB Tutorial Friday, September 14th, 2007 Flow Control – (14) • What do I need to do? – Set up a function script file with the function keyword, and the appropriate inputs and outputs • Let‟s call this function: classify_TTL • Inputs: V, an array of continuous input voltages • Outputs: logic_levels, an classification array telling you whether you have logic 0, logic 1, or invalid voltages – Naturally, you want to use a for or while loop for this program because you want to check through every element in this input array – You use an if-else statement to check to see what the voltage inputs are, then you classify accordingly ELE 532 – Signals and Systems 110 MATLAB Tutorial Friday, September 14th, 2007 Flow Control – (15) ELE 532 – Signals and Systems 111 MATLAB Tutorial Friday, September 14th, 2007 Flow Control – (16) ELE 532 – Signals and Systems 112 MATLAB Tutorial Friday, September 14th, 2007 Flow Control – (17) • Above, I declared an array of 7 input voltages and ran the function • The 2nd element is valid as logic 0 because it‟s between 0V and 0.5V • The 5th and 6th element is valid as logic 1 because they‟re between 2.7V and 5V • The rest are invalid ELE 532 – Signals and Systems 113 MATLAB Tutorial Friday, September 14th, 2007 Outline of Tutorial – (2) • Flow Control • Basic Graphics Commands • Other Useful Commands • Final Words ELE 532 – Signals and Systems 114 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (1) • MATLAB provides a variety of sophisticated techniques for presenting and visualizing data • Also, MATLAB makes it very easy to plot data! – I have never used MS Excel ever again because MATLAB makes it easy! • The watered down version: – Provide an array of values for each set of axes – Run a function that plots things for you – Run a few more commands that will make a grid, set the title of the graph, the title of the axes and so on ELE 532 – Signals and Systems 115 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (2) • 2D plotting: MATLAB makes this very easy! – If x and y are arrays of elements that are the same size, you can plot them using this data with the following command: plot(x, y); – This will bring up a window plotting a graph of y vs. x – To plot something simple, that‟s just about it! ELE 532 – Signals and Systems 116 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (3) • Here‟s a basic example if you don‟t believe me • Let‟s say I wanted to plot the line y = x • Let‟s choose 101 points between 0 to 10 in steps of 0.1 • Here‟s the syntax I‟d use: … and that‟s it! • This is what the graph looks like… ELE 532 – Signals and Systems 117 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (4) ELE 532 – Signals and Systems 118 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (5) • If you want to plot multiple plots on a single graph, you do the following: plot(x1,y1,x2,y2,…,xN,yN); • N is the number of plots you want to appear on the single graph • xi and yi are the points to the ith graph you want plotted on the single graph • The number of elements between (x1,y1), (x2,y2), … (xN,yN) must all be the same! ELE 532 – Signals and Systems 119 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (6) • Let‟s do another example: – Let‟s plot the following 5 lines: y1 = 0.1x y2 = 0.5x y3 = 2x y4 = 5x y5 = 10x – For now, let‟s make them all go from 0 to 10 in step sizes of 0.1 – These plots don‟t all have to have the same step size! ELE 532 – Signals and Systems 120 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (7) • This is what I‟d put into the command prompt in MATLAB – You can also make a script file too if you want! • … and this is what the graph looks like! ELE 532 – Signals and Systems 121 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (8) ELE 532 – Signals and Systems 122 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (9) • MATLAB automatically colour codes the different plots that are on the graph • This graph looks pretty plain… there‟s gotta be more that you can add, and yes you can • You can add a title, label the axes, put a grid on and even a legend! – You can add these in the graph GUI that you‟ve just seen, or do it through the command prompt ELE 532 – Signals and Systems 123 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (10) • So let‟s say I wanted to add a title, add a grid, label the axes and put up a legend, how would I do that? ELE 532 – Signals and Systems 124 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (11) ELE 532 – Signals and Systems 125 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (12) • grid puts a grid on the graph – The spacing for the grid is automatically figured out by MATLAB • title(‘…’) lets your graph have a title • xlabel(‘…’), ylabel(‘…’) labels the x and y axes accordingly – Put the labels inside the quotations – Don‟t forget the quotations „ „! • legend(‘…’, ‘…’, …, ‘…’) produces a legend, labeling what each plot is on the graph ELE 532 – Signals and Systems 126 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (13) • Remember, for the legend command, you label the plots the same order as how you plotted them! • By default, MATLAB takes all points and connects them with a solid line, and it‟s got its own way of determining which colour belongs to what plot • Is there a way to control this?... Yes there is! ELE 532 – Signals and Systems 127 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (14) • In addition to the x and y points, you specify an additional parameter: plot(x, y, ‘line_style’); • line_style is a character string of 2 characters – The 1st character specifies the colour of your plot – The 2nd character specifies how your plot will be plotted on the graph, or the plot style ELE 532 – Signals and Systems 128 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (15) • Supported colours: – blue, green, red, cyan, magenta, yellow, black • Supported plot styles: ELE 532 – Signals and Systems 129 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (16) • Examples: x = 0:0.1:10; y = x; – plot(x,y,’g.’); • This will plot a green line with dots at each point – plot(x,y,’bo’); • This will plot a blue line with circles at each point – plot(x,y,'rx’); • This will plot a red line with crosses at each point ELE 532 – Signals and Systems 130 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (17) • Like how we saw before, you can put multiple plots on a single graph, each with their own colour and plot styles with the following: plot(x1, y1, ’line_style1’, x2, y2, ’line_style2’,..., xN, yN, ’line_styleN’); • N is the number of plots you want to appear on the single graph • xi and yi are the points to the ith graph you want plotted on the single graph • line_stylei is the plot style and colour of that ith graph • The number of elements between (x1,y1), (x2,y2), … (xN,yN) must all be the same! ELE 532 – Signals and Systems 131 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (18) • There is also a way to produce multiple graphs in one window – You can have more than 1 graph in one window at a time! • You do this by using the subplot command • The subplot command treats the window as if it had multiple slots – Each slot takes in a graph ELE 532 – Signals and Systems 132 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (19) • How do we use the subplot command? – subplot(m,n,p) or subplot(mnp) – m and n you need to know before hand • These determine the number of rows (m) and columns (n) for the amount of graphs you want • p determines which location in the window you want the plot to go to • The order is from left to right, top to bottom – In order to properly use subplot, you must call this function first – After, you code the syntax to plot something normally ELE 532 – Signals and Systems 133 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (20) • Here‟s a small example: – If I wanted to make a window that has 4 plots, 2 plots in each row 2 rows, here‟s what I‟d do • Do subplot(221) Specify that we want to work on the top left corner • Next, code the syntax to plot normally. The plot will appear on the top left corner • Do subplot(222) Specify that we want to work on the top right corner • Next, code the syntax to plot normally. The plot will appear on the top right corner • Do subplot(223) Specify that we want to work on the bottom left corner • Next, code the syntax to plot normally. The plot will appear on the bottom left corner • Do subplot(224) Specify that we want to work on the bottom right corner • Next, code the syntax to plot normally. The plot will appear on the bottom right corner ELE 532 – Signals and Systems 134 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (21) • Let‟s do another example… in case you didn‟t get what I meant earlier • Let‟s make 4 graphs, have 2 rows and 2 columns for the window. • Each graph will have one plot. – Let‟s make each plot the following: 1. y1 = sin(x); 2. y2 = cos(x); 3. y3 = 3x; 4. y4 = 6x; – Let‟s make the range of the plot go from: x = -10 : 0.1 : 10;… now what? ELE 532 – Signals and Systems 135 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (22) ELE 532 – Signals and Systems 136 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (23) • 1st step Use the figure command – This produces a new, blank, window • Use the subplot command to specify the number of rows and columns and which plot you want to draw first – Number ordering convention Left to right, top to bottom • Code the normal syntax you need to produce a plot. Use the plot command when you‟re done • Use the subplot command again to go to the next area, and code the plot syntax again • Repeat until you‟re done • … and here‟s what the window looks like! ELE 532 – Signals and Systems 137 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (24) ELE 532 – Signals and Systems 138 MATLAB Tutorial Friday, September 14th, 2007 Basic Graphics Commands – (25) • Some functions, like cos and sin take in, not only single values, but vectors / arrays and matrices • cos and sin apply their respective mathematical operations to every element if the input is a vector / array, or matrix • The output will be a vector / array, or matrix, of the same size, with the function applied to each element in that memory chunk ELE 532 – Signals and Systems 139 MATLAB Tutorial Friday, September 14th, 2007 Outline of Tutorial – (2) • Flow Control • Basic Graphics Commands • Other Useful Commands • Final Words ELE 532 – Signals and Systems 140 MATLAB Tutorial Friday, September 14th, 2007 Other Useful Commands – (1) • MATLAB has a great help facility, both through its interface and online • If you need help regarding how a certain command works, type in the following in the command prompt: – help command • command is the command you want to look up and to see how it works ELE 532 – Signals and Systems 141 MATLAB Tutorial Friday, September 14th, 2007 Other Useful Commands – (2) • If you don‟t know what a particular function is called, you can use the lookfor command • It‟s called the following way: – lookfor command • Where command is the function you‟re looking for • MATLAB searches all of its libraries that are related to command ELE 532 – Signals and Systems 142 MATLAB Tutorial Friday, September 14th, 2007 Other Useful Commands – (3) • A list of all of the MATLAB commands you have invoked in a session in the command prompt can be written into a file with the diary command • You call this command this way in the command prompt diary diary_file • diary_file is the name of the file where your commands you invoked in that session will be stored • If the file already exists, your commands in the current session will be appended to the file • Use diary off to turn off the diary command, and diary on to reactivate it ELE 532 – Signals and Systems 143 MATLAB Tutorial Friday, September 14th, 2007 Outline of Tutorial – (2) • Flow Control • Basic Graphics Commands • Other Useful Commands • Final Words ELE 532 – Signals and Systems 144 MATLAB Tutorial Friday, September 14th, 2007 Final Words – (1) • This tutorial provided you the basics of how to use MATLAB and enough to get you started with these labs • This tutorial, however, is not exhaustive – There are still a lot of commands out there that perform really cool stuff for you – Consider taking some time to look at them and see how cool MATLAB is • Always use the help and lookfor commands when you‟re learning a new function • If all else fails, ask me! ELE 532 – Signals and Systems 145 MATLAB Tutorial Friday, September 14th, 2007 Final Words – (2) • I adapted this tutorial from Dr. Y. C. Chen‟s – “Introduction to MATLAB” tutorial and can be found here: – http://www.ee.ryerson.ca/~rphan/matlabtutorial.pdf • I also wrote a tutorial for the Ryerson IEEE Student Branch website 3 years ago, and can be found here: – http://www.ee.ryerson.ca/~ieee/articles/MATLAB.html ELE 532 – Signals and Systems 146 MATLAB Tutorial Friday, September 14th, 2007 Thanks For Listening! Any Questions? ELE 532 – Signals and Systems 147 MATLAB Tutorial Friday, September 14th, 2007

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