Time and Frequency Domain Analysis
System responses such as Bode plots and step responses; system characteristics such as response time and overshoot; simulation
Time-domain and frequency-domain analysis commands let you compute and visualize SISO and MIMO system responses such as Bode plots, Nichols plots, step responses, and impulse responses. You can also extract system characteristics such as rise time and settling time, overshoot, and stability margins. Most linear analysis commands can either return response data or generate response plots. To get started with plotting commands, see Plotting System Responses. To create plots whose properties are customizable at the command line, see Plot Customization.
App
Linear System Analyzer | Analyze time and frequency responses of linear time-invariant (LTI) systems |
函数
实时编辑器任务
Create Plot | Interactively create linear analysis response plots in the Live Editor |
模块
LTI System | Use linear time invariant system model object in Simulink |
LPV System | Simulate Linear Parameter-Varying (LPV) systems |
主题
Analysis Plots Basics
- Plotting System Responses
This example shows an overview of generating time-domain and frequency-domain response plots.
Time-Domain Analysis
- Time-Domain Responses
Generate and visualize time-response data such as step response and impulse response.
- Time-Domain Characteristics on Response Plots
Visualize time-domain system characteristics such as settling time and overshoot on response plots. - Numeric Values of Time-Domain System Characteristics
Use thestepinfo
function to obtain numeric values of step response characteristics such as rise time, settling time, and overshoot. - Response from Initial Conditions
Compute and plot the response of a state-space (ss
) model to specified initial state values. - 仿真具有任意输入和初始条件的模型
使用线性仿真工具仿真系统对任意输入信号和初始条件的响应。 - Import LTI Model Objects into Simulink
Use the LTI System block to import linear system model objects into Simulink®.
Frequency-Domain Analysis
- Frequency-Domain Responses
Generate and visualize frequency-response data such as Bode plots and Nichols plots.
- Frequency-Domain Characteristics on Response Plots
Visualize frequency-domain system characteristics such as peak response on plots. - Numeric Values of Frequency-Domain Characteristics of SISO Model
Obtain numeric values of frequency-domain characteristics such as peak gain, dc gain, and system bandwidth.
Linear System Analyzer
- Joint Time-Domain and Frequency-Domain Analysis
Compare multiple types of responses side by side, including both time-domain and frequency-domain responses, using the Linear System Analyzer app. - 使用线性系统分析器进行线性分析
使用线性系统分析器分析一个或多个线性模型的时域和频域响应。 - Analyzing MIMO Models
In analysis plots of multiple-input, multiple output LTI models, there are plot tools for selecting subsystems and grouping I/O pairs.
Systems with Time Delays
- Analysis of Systems with Time Delays
The time and frequency responses of delay systems can have features that can look odd to those only familiar with delay-free LTI analysis. - Analyzing Control Systems with Delays
Many processes involve dead times, also referred to as transport delays or time lags. Controlling such processes is challenging because delays cause phase shifts that limit the control bandwidth and affect closed-loop stability.
Applications
- Analyzing the Response of an RLC Circuit
Analyze the time and frequency responses of a second-order system.