Disciplines
Environmental Engineering, Applied Geosciences (100%)
Keywords
GPS,
INS,
Integrated Navigation,
Sensor Fusion,
Direct Georeferencing,
LIDAR
Abstract
Georeferencing is a vital task in remote sensing where the content of images is geometrically referred to an earth-
fixed coordinate frame. This requires the determination of the exterior orientation (i.e. position and attitude) of the
image sensor at the time of recording. While "traditional" techniques rely an the use of ground control points and
(aero-) triangulation for blocks of images, direct georeferencing is achieved by determing the time-variant exterior
orientation of the image sensor by a suitable combination of navigation systems. A very successful approach is the
integration of the Global Positioning System (GPS) with an inertial navigation system (INS). This technique is
already widely applied for passive image sensors (optical cameras) and almost indispensable for active sensors. In
case of light detection and ranging (LIDAR), the scene is scanned by a rotating laser beam. LIDAR provides
several thousand range measurements per second, still, possible motions and rotations of the sensor while scanning
must be accounted for. This problem is a current research topic in remote sensing and navigation.
The planned research project deals with a portable LIDAR-based remote-sensing system equipped with GPS/INS
developed at the Ecole Polytechnique Federale de Lausanne. The portability of the system makes it a tailored tool
for environmental monitoring purposes like avalanche or landslide monitoring from helicopters or light aircraft.
The primary scientific objectives of the project are the investigation and further development of suitable methods
for the direct georeferencing of LIDAR imagery by GPS/INS, sensor and system calibration, and an in-depth
quality analysis. The research emphasis is placed an integrated navigation and sensor fusion.