Sensor Fusion and Non-linear Filtering for Automotive Systems
This course is a part of Emerging Automotive Technologies, a 7-course MicroMasters series from edX.
In this course, we will introduce you to the fundamentals of sensor fusion for automotive systems. Key concepts involve Bayesian statistics and how to recursively estimate parameters of interest using a range of different sensors.The course is designed for students who seek to gain a solid understanding of Bayesian statistics and how to use it to fuse information from different sensors. We emphasize object positioning problems, but the studied techniques are applicable much more generally. The course contains a series of videos, quizzes and hand-on assignments where you get to implement many of the key techniques and build your own sensor fusion toolbox.
The course is self-contained, but we highly recommend that you also take the course ChM015x: Multi-target Tracking for Automotive Systems. Together, these courses give you an excellent foundation to tackle advanced problems related to perceiving the traffic situation around an autonomous vehicle using observations from a variety of different sensors, such as, radar, lidar and camera.
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Rating | Not enough ratings |
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Length | 6 weeks |
Effort | 10 - 20 hours per week |
Starts | Feb 12 (last week) |
Cost | $200 |
From | Chalmers University of Technology, ChalmersX via edX |
Instructor | Lars Hammarstrand |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming |
Tags | Computer Science Engineering |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile.
Many different sales & marketing positions $80k
Global Sales Leader, Precision Sensors Manager $82k
NXE GSC Engineer - Metro and Sensors $83k
Sensors & Computer Vision Engineer $85k
Project Manager/ Different Appointment $101k
Senior Account Executive, Medical Consumables and Sensors Manager $103k
Ignition Systems & O2 Sensors Application Engineer $110k
Analog and Sensors Group Business Operations $132k
Engineering Team Leader - NA Automotive Sensors Manager $138k
Analog and Sensors Group Business Operations Manager $148k
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&
Rating | Not enough ratings |
---|---|
Length | 6 weeks |
Effort | 10 - 20 hours per week |
Starts | Feb 12 (last week) |
Cost | $200 |
From | Chalmers University of Technology, ChalmersX via edX |
Instructor | Lars Hammarstrand |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming |
Tags | Computer Science Engineering |
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