Title :
Matched filtering-based estimation of ground elevation using laser altimetry
Author :
Anderson, John M M ; Qatshan, A.S.A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Florida Univ., Gainesville, FL, USA
fDate :
10/1/2001 12:00:00 AM
Abstract :
The authors present a method for determining the time-of-arrival (TOA) of the ground component of a laser altimetry return signal. The proposed method takes advantage of the fact that the ground component or ground return is approximately Gaussian shaped and occurs at the end of the return signal. In particular, the method exploits the well-known result that the TOA of a known signal in white Gaussian noise can be estimated using matched filtering. An important feature of the method is that it addresses the problem of overlap between ground and vegetation returns. Simulations using synthetic data indicate that the proposed method provides excellent estimates and greatly outperforms a conventional method. It is anticipated that the method will be applicable to laser altimetry applications where the ground return can be assumed to have an approximately known shape
Keywords :
geodesy; geophysical signal processing; geophysical techniques; matched filters; optical radar; remote sensing by laser beam; terrain mapping; topography (Earth); Gaussian shape; elevation; geodesy; geophysical measurement technique; land surface; laser altimetry; laser remote sensing; lidar; matched filtering; method; return signal; terrain mapping; time-of-arrival; topography; white Gaussian noise; Background noise; Backscatter; Gaussian noise; Laser radar; Matched filters; Noise shaping; Optical noise; Shape; Statistics; Vegetation;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on