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This course is offered one last time in the academic year 22-23 for those who need to re-take the exam.
All others: please refer to the new course 202200105 Robot Perception, Cognition, and Navigation.
Topics of the module are:
- Reference frames – geoid, ellipsoidal, WGS’84
- Global Navigation Satellite Systems (GNSS) – principles of pseudo range and carrier phase measurements, clock and orbit errors, troposphere and ionosphere corrections, differential GNSS, RTK, PPK, PPP, multipath
- Direct geo-referencing – fundamentals of inertial measurement units (IMU), IMU error sources, complementary characteristics of GNSS and IMU, GNSS/IMU integration
- Imaging sensors – electromagnetic spectrum, characteristics of RGB-, multi- and hyperspectral cameras, and thermal cameras
- Imaging process – coordinate systems, properties of perspective projection, transformations, orientation estimation
- Bundle adjustment – tie points, ground control points, use of GNSS/IMU, accuracy analysis
- Height measurements – parallax formula, height accuracy
- Image matching – epipolar geometry, normal images, cross correlation, least squares matching, hierarchical matching
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 VoorkennisMandatory: Linear Algebra, Calculus (as taught in first year technical bachelor studies)
Recommended: Least Squares Estimation, Error Propagation, programming |
Master Systems and Control |
| | Verplicht materiaalCourse materialLecture notes, reader handed out during course |
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| Aanbevolen materiaalBookFundamentals of Inertial Navigation, Satellite-based Positioning and their Integration, A. Noureldin, T. Karamat, J. Georgy, 2011, Springer-Verlag Berlin Heidelberg, 978-3-642-30465-1 |
 | BookInertial Navigation Systems with Geodetic Applications, Christopher Jekeli, ISBN: 978-3110159035 |
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| Werkvormen Self study without assistance Aanwezigheidsplicht |  | Ja |

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| Toetsen Written Exam, Report
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