Download Data Fusion with Linear Kalman Filter torrent

Data Fusion with Linear Kalman Filter

Torrent:	Data Fusion with Linear Kalman Filter
Description:	Data Fusion with Linear Kalman Filter MP4 \| Video: h264, 1280x720 \| Audio: AAC, 44.1 KHz Language: English \| Size: 1.70 GB \| Duration: 5h 25m What you'll learn How to probabilistically express uncertainty using probability distributions How to convert differential systems into a state space representation How to simulate and describe state space dynamic systems How to use Least Squares Estimation to solve estimation problems How to use the Linear Kalman Filter to solve optimal estimation problems How to derive the system matrices for the Kalman Filter in general for any problem How to optimally tune the Linear Kalman Filter for best performance How to implement the Linear Kalman Filter in Python Requirements Basic understanding of linear algebra Basic Python Programming Experience Description You need to learn know Data Fusion and Kalman Filtering! The Kalman filter is one of the greatest discoveries in the history of estimation and data fusion theory, and perhaps one of the greatest engineering discoveries in the twentieth century. It has enabled mankind to do and build many things which could not be possible otherwise. It has immediate application in control of complex dynamic systems such as cars, aircraft, ships and spacecraft. ,
Downloads:	27
Category:	Other /Tutorials
Size:	1.7 GB
Show Files »	[ FreeCourseWeb.com ] Udemy - Data Fusion with Linear Kalman Filter Get Bonus Downloads Here.url (0.2 KB) ~Get Your Files Here ! 1. Welcome 1. Welcome to the Course-en_US.srt (3.4 KB) 1. Welcome to the Course.mp4 (17.6 MB) 2. Course Outline-en_US.srt (1.1 KB) 2. Course Outline.mp4 (3.3 MB) 3. Setting Up Python-en_US.srt (4.1 KB) 3. Setting Up Python.mp4 (19.3 MB) Linear Kalman Filter Notes and Summary.html (0.2 KB) 2. Introduction 1. What is Data Fusion-en_US.srt (5.8 KB) 1. What is Data Fusion.mp4 (25.7 MB) 2. How does Sensor Fusion Work-en_US.srt (7.2 KB) 2. How does Sensor Fusion Work.mp4 (31.6 MB) 3. Learning Roadmap-en_US.srt (1.7 KB) 3. Learning Roadmap.mp4 (4.0 MB) Linear Kalman Filter Notes and Summary.html (0.2 KB) 3. Probability 1. Basic Probability-en_US.srt (7.0 KB) 1. Basic Probability.mp4 (30.1 MB) 10. Gaussian Probability Distribution-en_US.srt (6.8 KB) 10. Gaussian Probability Distribution.mp4 (16.6 MB) 11. Linear Transformation of Gaussian Distribution-en_US.srt (7.4 KB) 11. Linear Transformation of Gaussian Distribution.mp4 (28.5 MB) 12. Multiple Random Variables-en_US.srt (15.9 KB) 12. Multiple Random Variables.mp4 (47.5 MB) 13. Mutltvariate Statistics-en_US.srt (6.6 KB) 13. Mutltvariate Statistics.mp4 (21.7 MB) 14. Multivariate Gaussian Distribution-en_US.srt (4.0 KB) 14. Multivariate Gaussian Distribution.mp4 (13.2 MB) 15. Linear Transformation of Uncertainities-en_US.srt (5.8 KB) 15. Linear Transformation of Uncertainities.mp4 (19.6 MB) 2. Mutual Exclusivity-en_US.srt (7.4 KB) 2. Mutual Exclusivity.mp4 (36.4 MB) 3. Conditional Probability-en_US.srt (10.4 KB) 3. Conditional Probability.mp4 (37.5 MB) 4. Bayes Theorem-en_US.srt (6.1 KB) 4. Bayes Theorem.mp4 (19.6 MB) 5. Random Variables-en_US.srt (4.1 KB) 5. Random Variables.mp4 (15.5 MB) 6. Probability Density Functions-en_US.srt (10.7 KB) 6. Probability Density Functions.mp4 (30.3 MB) 7. Expectation Operator-en_US.srt (6.6 KB) 7. Expectation Operator.mp4 (18.5 MB) 8. Distribution Statistical Properties-en_US.srt (5.6 KB) 8. Distribution Statistical Properties.mp4 (14.3 MB) 9. Uniform Probability Distribution-en_US.srt (3.0 KB) 9. Uniform Probability Distribution.mp4 (8.0 MB) Linear Kalman Filter Notes and Summary.html (0.2 KB) Probability Notes and Summary.html (1.1 KB) 4. Dynamic Systems 1. Differential Equations-en_US.srt (5.1 KB) 1. Differential Equations.mp4 (82.3 MB) 2. State Space Representation-en_US.srt (6.0 KB) 2. State Space Representation.mp4 (22.1 MB) 3. Differential Equations and State Space-en_US.srt (4.7 KB) 3. Differential Equations and State Space.mp4 (16.2 MB) 4. Continuous and Discrete Time-en_US.srt (5.3 KB) 4. Continuous and Discrete Time.mp4 (18.5 MB) 5. Mathematical Models of Dynamic Systems-en_US.srt (8.7 KB) 5. Mathematical Models of Dynamic Systems.mp4 (26.2 MB) 6. Continuous to Discrete Model Conversions-en_US.srt (9.4 KB) 6. Continuous to Discrete Model Conversions.mp4 (24.6 MB) 7. Simulation of Models-en_US.srt (20.8 KB) 7. Simulation of Models.mp4 (65.4 MB) Dynamic System Notes and Summary.html (0.1 KB) Linear Kalman Filter Notes and Summary.html (0.2 KB) Python Simulation Exercise.html (1.9 KB) 5. Least Squares Estimation 1. Estimation of a Constant-en_US.srt (15.8 KB) 1. Estimation of a Constant.mp4 (39.8 MB) 2. Weighted Least Squares-en_US.srt (14.5 KB) 2. Weighted Least Squares.mp4 (38.8 MB) 3. Recursive Least Squares-en_US.srt (17.6 KB) 3. Recursive Least Squares.mp4 (45.0 MB) 5.1-Least-Squares-Estimation.pdf (87.3 KB) 5.2-Weighted-Least-Squares-Estimation.pdf (83.4 KB) 5.3-Recursive-Least-Squares-Estimation.pdf (76.5 KB) Least Squares Estimation Summary.html (0.1 KB) Linear Kalman Filter Notes and Summary.html (0.2 KB) 6. Linear Kalman Filter 1. What is the Kalman Filter-en_US.srt (5.1 KB) 1. What is the Kalman Filter.mp4 (16.6 MB) 10. 2D Tracker Update Step-en_US.srt (6.3 KB) 10. 2D Tracker Update Step.mp4 (17.8 MB) 11. 2D Tracker Update Step Explaination-en_US.srt (15.2 KB) 11. 2D Tracker Update Step Explaination.mp4 (61.5 MB) 12. 2D Tracker Initial Conditions-en_US.srt (5.9 KB) 12. 2D Tracker Initial Conditions.mp4 (19.2 MB) 13. 2D Tracker Initial Condition Explaination-en_US.srt (8.9 KB) 13. 2D Tracker Initial Condition Explaination.mp4 (40.9 MB) 14. Kalman Filter Tuning-en_US.srt (14.8 KB) 14. Kalman Filter Tuning.mp4 (44.3 MB) 15. 2D Tracker Filter Tuning-en_US.srt (24.2 KB) 15. 2D Tracker Filter Tuning.mp4 (132.4 MB) 16. Implementation Notes-en_US.srt (6.3 KB) 16. Implementation Notes.mp4 (21.8 MB) 2. Types of Kalman Filters-en_US.srt (3.4 KB) 2. Types of Kalman Filters.mp4 (12.0 MB) 3. How Does the Linear Kalman Filter Work-en_US.srt (9.7 KB) 3. How Does the Linear Kalman Filter Work.mp4 (110.8 MB) 4. 2D Tracker Example Problem Overview-en_US.srt (12.1 KB) 4. 2D Tracker Example Problem Overview.mp4 (53.1 MB) 5. 2D Tracker Process Model-en_US.srt (10.2 KB) 5. 2D Tracker Process Model.mp4 (29.9 MB) 6. Kalman Filter Prediction Step-en_US.srt (6.3 KB) 6. Kalman Filter Prediction Step.mp4 (24.9 MB) 7. 2D Tracker Prediction Step-en_US.srt (12.8 KB) 7. 2D Tracker Prediction Step.mp4 (41.8 MB) 8. 2D Tracker Prediction Step Explaination-en_US.srt (16.1 KB) 8. 2D Tracker Predictio files
Added:	2021-08-07 11:13:29
Language:	English
Peers:	Seeders : 6 , Leechers : 1
Release name:	Data Fusion with Linear Kalman Filter
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