Nonlinear Filtering Techniques

This cluster investigates advanced filtering methodologies tailored for nonlinear systems, including Kalman and unscented filters. Research focuses on improving estimation accuracy and disturbance detection in control applications.

nonlinear systems
filtering
Kalman filter
estimation
disturbance detection
accuracy
control applications
signal processing

16,965 papers

Parent topic: Advanced Control Systems Engineering

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Papers Over Time

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Top Papers

Kalman Filtering With Intermittent Observations

2004 · 2,086 citations

The Unscented Kalman Filter For Nonlinear Estimation

0 · 2,064 citations

Disturbance Detection And Isolation By Dynamic Principal Component Analysis

1995 · 1,225 citations

The Wiener (Root Mean Square) Error Criterion In Filter Design And Prediction

1946 · 1,000 citations

Active Noise Control: A Tutorial Review

1999 · 952 citations

Advanced Textbooks In Control And Signal Processing

2009 · 946 citations

Nonlinear Process Monitoring Using Kernel Principal Component Analysis

2004 · 920 citations

Robust Solutions To Least-Squares Problems With Uncertain Data

1997 · 846 citations

Recursive PCA For Adaptive Process Monitoring

2000 · 682 citations

Signal Processing Of Power Quality Disturbances

2006 · 656 citations

An Overview And Deep Investigation On Sampled-Data-Based Event-Triggered Control And Filtering For Networked Systems

2017 · 626 citations

Exponential Stability Of Impulsive Systems With Application To Uncertain Sampled-Data Systems

2008 · 612 citations

Sensorless Control Of Induction Machines—With Or Without Signal Injection?

2006 · 560 citations

Asynchronous L2–L∞ Filtering For Discrete-Time Stochastic Markov Jump Systems With Randomly Occurred Sensor Nonlinearities

2014 · 534 citations

A Novel Adaptive Kalman Filter With Inaccurate Process And Measurement Noise Covariance Matrices

2018 · 484 citations

An Optimal Two-Stage Identification Algorithm For Hammerstein–Wiener Nonlinear Systems

1998 · 473 citations

Near Real-Time Disturbance Detection Using Satellite Image Time Series

2012 · 455 citations

Robust H/sub /Spl Infin// Filtering For Stochastic Time-Delay Systems With Missing Measurements

2006 · 439 citations

Performance Evaluation Of UKF-based Nonlinear Filtering

2006 · 431 citations

On Unscented Kalman Filtering For State Estimation Of Continuous-Time Nonlinear Systems

2007 · 430 citations