Title :
A Modified Optimal Interpolation Technique for Vector Retrieval for Coherent Doppler LIDAR
Author :
Choukulkar, Aditya ; Calhoun, R. ; Billings, Brian ; Doyle, James D.
Author_Institution :
Environ. Remote Sensing Group, Arizona State Univ., Tempe, AZ, USA
Abstract :
Several modifications to the optimal interpolation (OI) technique for light-detection-and-ranging vector retrieval are proposed and shown to result in significant improvement in velocity retrieval accuracy. These modifications include changes to innovation covariance portioning, covariance binning, and analysis increment calculation. A validation of the modified OI technique is presented, comparing the retrievals with the original technique in each case. The modified technique is able to perform retrievals with better accuracy, preserves local information better, and compares well with tower measurements.
Keywords :
Doppler radar; interpolation; remote sensing by laser beam; coherent doppler lidar; light-detection-and-ranging vector retrieval; local information; modified optimal interpolation technique; tower measurements; velocity retrieval accuracy; Accuracy; Correlation; Doppler effect; Laser radar; Poles and towers; Technological innovation; Vectors; Doppler LIDAR; optimal interpolation; remote sensing; vector retrieval;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
Conference_Location :
5/2/2012 12:00:00 AM
DOI :
10.1109/LGRS.2012.2191762