Found 216 Articles for Data Analysis

How to add White Gaussian Noise to Signal using MATLAB?

Manish Kumar Saini
Updated on 07-Sep-2023 13:15:59

892 Views

A type of noise signal which has a flat power spectral density (PSD) across all frequencies is referred to as white gaussian noise or white noise. In this tutorial, I will explain how to add white gaussian noise to signal using MATLAB. But before that let get a brief overview of white gaussian noise. What is White Gaussian Noise? A type of noise signal which has equal energy at all frequencies within a specified frequency range is termed as white gaussian noise. Therefore, white gaussian noise has a flat power spectral density (PSD) across all frequencies. In the case of ... Read More

How to Add an EditField Component in MATLAB?

Manish Kumar Saini
Updated on 07-Sep-2023 13:09:45

205 Views

MATLAB allows us to create graphical user interface (GUI) applications without proper knowledge of coding. It has a built-in component library containing a wide range of GUI components such as buttons, edit fields, numeric edit fields, hyperlinks, and many more. In this tutorial, I will explain how you can create an EditField component in MATLAB. What is an EditField Component in MATLAB? In MATLAB, the EditField component is a graphical user interface (GUI) component which is used to allow your users to input and edit text or number. The EditField component is one the fundamental GUI components used to build ... Read More

How to Add a ButtonGroup in MATLAB?

Manish Kumar Saini
Updated on 07-Sep-2023 15:28:01

171 Views

In MATLAB, we can create different types of graphical user interface (GUI) components like Edit Fields, Hyperlinks, Buttons, and more. In this tutorial, we shall confine our attention to add a ButtonGroup in MATLAB. What is a ButtonGroup in MATLAB? MATLAB is an environment that provides an easy way of creating GUI applications without proper knowledge of computer programming. In MATLAB, there is a graphical user interface (GUI) component namely, ButtonGroup, which allows us to create a group of radio buttons or option buttons. One can select only one radio button within the group at a time. This GUI component ... Read More

How Spatial Resolution of a Digitized Image is Different from Brightness Resolution in MATLAB?

Manish Kumar Saini
Updated on 07-Sep-2023 12:21:51

413 Views

MATLAB is an efficient tool to process and manipulate digital images. In MATLAB, a digital image is specified as a two-dimensional matrix where the elements of the matrix represent the pixel intensity of the image. When the pixel intensity of a digital image is represented as a 2D matrix, then it is known as spatial domain. For any digital image specified in 2D matrix form or spatial domain, there is a term 'spatial resolution' which describes how sharply we can see the objects in the image. Also, there is another term 'brightness resolution' which describes pixel intensity of the image. ... Read More

Creating Apps Using App Designer in MATLAB

Manish Kumar Saini
Updated on 07-Sep-2023 12:18:55

759 Views

MATLAB is a robust and high-level programming language extensively used in engineering and scientific fields for system design. The most important fact about MATLAB is that it provides an easy-to-use graphical user interface (GUI). MATLAB has a built-in App Designer tool that allows users to develop a variety of applications that seamlessly translate their concepts into user-friendly GUIs. Overall, MATLAB is an invaluable tool for conveying complex information in a simplified and accessible manner. In this tutorial, we will explore how to create a GUI App using App Designer in MATLAB. How to Create Apps using MATLAB App Designer? The ... Read More

Finding Inverse of a Square Matrix using Cayley Hamilton Theorem in MATLAB

Manish Kumar Saini
Updated on 07-Sep-2023 15:25:55

372 Views

Let us start this tutorial with a brief discussion on "what is inverse of a square matrix" and "the significance of Cayley Hamilton theorem". What is Inverse of Square Matrix? In linear algebra, there is a fundamental concept called the inverse of a square matrix. Consider a square matrix ‘A’, then there will another square matrix ‘A-1’ such as A.A-1 = I, where I is an identity matrix. Here, A-1 is called the inverse of the square matrix A. It is an important point to note that for a given square matrix the inverse can be found if and only ... Read More

Find Indices of Maximum and Minimum Value of Matrix in MATLAB

Manish Kumar Saini
Updated on 07-Sep-2023 12:15:49

3K+ Views

In MATLAB, a matrix is a 2D array that is mainly used store numerical data. MATLAB allows users to perform several different types of mathematical operations on matrices. This tutorial is primarily meant for explaining two matrix operations namely, finding indices of maximum and minimum elements of the matrix. However, MATLAB does not provide any direct method for finding the indices of maximum and minimum value of a matrix, but we can do this by using a combination of different built-in functions. For example, to find the index of maximum value of matrix, we can use a combination of the ... Read More

Find Index of Cells Containing My String in MATLAB

Manish Kumar Saini
Updated on 07-Sep-2023 12:11:01

159 Views

In MATLAB, a cell array is a type of data structure used to hold data of different data types and sizes. In short, a cell array allows us to store different types of data like numbers, characters, strings, arrays, and more. In a cell array, each cell can contain a specific type of data. Cell array is a powerful tool to handle heterogeneous data. In MATLAB, the curly braces '{}' are used to create a cell array, i.e. CellArray = {10, 'TutorialsPoint', [2 3 4]}; Hence, cell arrays play a vital role, when we need to store different types ... Read More

Extract Subsets of Consecutive Entries in a Matrix in MATLAB

Manish Kumar Saini
Updated on 07-Sep-2023 10:51:31

124 Views

MATLAB is a powerful tool to manipulate matrices. In this article, we will explore how to extract subsets of consecutive entries in a matrix using MATLAB. But before that let's first get an overview of subsets of consecutive entries in a matrix. In a matrix, a set of elements that located in either rows or columns, or both in a sequence is referred to as a subset of consecutive entries in the matrix. The subsets of consecutive entries in a matrix can be extracted by specifying a range of columns and rows. The subsets of consecutive entries in a matrix ... Read More

Double Interpolation using Lookup Tables in MATLAB

Manish Kumar Saini
Updated on 07-Sep-2023 10:38:10

310 Views

Double Interpolation is a mathematical method used to calculate values within a set of data points. It is basically an advanced version of interpolation, as it is used to interpolate a function that depends on two variables. In other words, the double interpolation is a method of estimating value of a function within a set of a data points by combining two distinct interpolation processes. In this tutorial, I will explain how to calculate double interpolation using lookup table in MATLAB. But before let's get a basic overview of terms "interpolation", "double interpolation", and "lookup table". What is Interpolation? ... Read More

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