TinyEKF: Lightweight C/C++ Extended Kalman Filter with Python for prototypin...
Intermediate
Software
Application
TinyEKF is a simple C/C++ implementation of the Extended Kalman Filter that is general enough to use on different projects. In order to make it practical for running on Arduino, STM32, and...
See More
Kalman Filter Virtual Lab
Intermediate
Virtual Lab
Application
The Kalman Filter virtual laboratory contains interactive exercises that let you study linear and extended Kalman filter design for state estimation of a simple pendulum system. The virtual...
See More
Fixed-Point HDL-Optimized Minimum-Variance Distortionless-Response (MVDR) Be...
Intermediate
Example
Application
This example shows how to implement a fixed-point HDL-optimized minimum-variance distortionless-response (MVDR) beamformer in MATLAB.
See More
Conventional and Adaptive Beamformers
Intermediate
Example
Application
This example illustrates how to apply digital beamforming to a narrowband signal received by an antenna array. Three beamforming algorithms are illustrated: the phase shift beamformer...
See More
Virtual Labs for control education
Intermediate
Virtual Lab
Theory
This resource provides different links to virtual and remote labs that can be used for control education. Virtual and remote labs are very powerful tools for learning and teaching, that...
See More
Radar Systems Engineering MATLAB Documentation and Examples
Intermediate
Example
Theory
The functions in this section give you the MATLAB tools needed to evaluate the performance of a radar system. You can use the radar equation to evaluate the radar received signal-to-noise...
See More
Simulating Test Signals for a Radar Receiver
Intermediate
Example
Application
This example shows how to simulate received signal of a monostatic pulse radar to estimate the target range. A monostatic radar has the transmitter collocated with the receiver. The...
See More
MPCTools: Nonlinear Model Predictive Control Tools for CasADi (Python Interf...
Intermediate
Software
Application
This Python package is a collection of model predictive control tools that build on CasADi by providing a simpler interface. Along with the python package, there are a bunch of example files...
See More
MATLAB Example: Solve Constrained Nonlinear Optimization, Problem-Based
Intermediate
Example
Theory
This example shows how to find the minimum of a nonlinear objective function with a nonlinear constraint by using the problem-based approach.
See More
Kalman Filter Simulink 2022A example
Intermediate
Virtual Lab
Demonstration
This model is intended to help illustrate how a Kalman filter can estimate the state of a system. The "real system" is a nonlinear model of the Temperature Control Lab by Prof. John...
See More
MATLAB Function: ztrans
Intermediate
Software
Application
ztrans(f) finds the Z-Transform of f. By default, the independent variable is n and the transformation variable is z. If f does not contain n, ztrans uses symvar.
See More
Increasing Angular Resolution with Virtual Arrays
Intermediate
Example
Application
This MATLAB example introduces how forming a virtual array in MIMO radars can help increase angular resolution. It shows how to simulate a coherent MIMO radar signal processing chain using...
See More
Model predictive control python toolbox
Intermediate
Software
Application
do-mpc is a comprehensive open-source toolbox for robust model predictive control (MPC) and moving horizon estimation (MHE). do-mpc enables the efficient formulation and solution of control...
See More
MATLAB Example: Train MBPO Agent to Balance Cart-Pole System
Intermediate
Example
Demonstration
This example shows how to train a model-based policy optimization (MBPO) agent to balance a cart-pole system modeled in MATLAB. For more information on MBPO agents, see Model-Based Policy...
See More
Creating Discrete-Time Models
Intermediate
Example
Theory
This MATLAB example shows how to create discrete-time linear models using the tf, zpk, ss, and frd commands.
Simultaneous Range and Speed Estimation Using MFSK Waveform
Intermediate
Example
Application
This MATLAB example compares triangle sweep frequency-modulated continuous (FMCW) and multiple frequency-shift keying (MFSK) waveforms used for simultaneous range and speed estimation for...
See More
MATLAB Example: Waveform Analysis Using the Ambiguity Function
Intermediate
Example
Application
This example shows how to use the ambiguity function to analyze waveforms. It compares range and Doppler capabilities of several common pulsed waveforms such as the rectangular waveform, the...
See More
Modeling Perturbations and Element Failures in a Sensor Array
Beginner
Example
Demonstration
This MATLAB example shows how to model amplitude, phase, position and pattern perturbations as well as element failures in a sensor array.
See More
Multibeam Radar for Adaptive Search and Track
Intermediate
Example
Application
This MATLAB example shows how to use radarDataGenerator for a closed-loop simulation of a multifunction phased array radar (MPAR). The example starts by defining MPAR system parameters and...
See More
MATLAB toolbox for control 101 course
Beginner
Software
Theory
Community toolbox project led by Anthony Rossiter and sponsored by MathWorks. The project incorporates input from various international collaborators. The aim is to make the developed...
See More
Two Tank System: C MEX-File Modeling of Time-Continuous SISO System
Intermediate
Software
Demonstration
This MATLAB example shows how to perform IDNLGREY modeling based on C MEX model files. It uses a simple system where nonlinear state space modeling really pays off.
See More
Virtual Lab for a Two-tanks system
Beginner
Virtual Lab
Application
This is a virtual lab for a two-tank system that can be used for modelling and control learing/teaching purposes. Open-loop tests and closed-loop simulatons based on PI control or PI plus...
See More
Improve SNR and Capacity of Wireless Communication Using Antenna Arrays
Beginner
Example
Application
The goal of a wireless communication system is to serve as many users with the highest possible data rate given constraints such as radiation power limit and operating budget. To improve the...
See More
Control Design Onramp with Simulink
60 min
Beginner
Software
Demonstration
Learn the basics of feedback control design in Simulink®. Adjust the gains of a PID controller to change the dynamics of a physical system and get the closed-loop system behavior that you...
See More
MATLAB Example: Doppler Estimation
Intermediate
Example
Application
This example shows a monostatic pulse radar detecting the radial velocity of moving targets at specific ranges. The speed is derived from the Doppler shift caused by the moving targets. We...
See More