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On the Importance of Multireference Points for CKF Phase Unwrapping in Areas With Discontinuous Quality Maps
- Source :
- IEEE Geoscience and Remote Sensing Letters. 13:772-776
- Publication Year :
- 2016
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2016.
-
Abstract
- Unwrapping high-noise interferograms, particularly those with discontinuous quality maps, can be a challenge when employing the interferometric-synthetic-aperture-radar technique. This letter improves the performance of the cubature-Kalman-filter phase unwrapping method based on a multireference-point strategy, which prevents the propagation of unwrapped errors from low-quality areas to high-quality areas. In applying this strategy, a selection method for reference points is presented, which overcomes the subjectivity and unpredictability in selecting reference points. In order to emphasize the importance of multiple reference points, other steps (including unwrapping model, quality map, etc.) remained the same. Both simulated and real data experiment results validate the feasibility and effectiveness of the proposed multireference-point strategy and reference-point selection method in overcoming error propagation.
- Subjects :
- 0209 industrial biotechnology
Propagation of uncertainty
business.industry
Computer science
0211 other engineering and technologies
02 engineering and technology
Geotechnical Engineering and Engineering Geology
Phase unwrapping
020901 industrial engineering & automation
Quality (physics)
Measurement uncertainty
Computer vision
Artificial intelligence
Electrical and Electronic Engineering
business
Algorithm
Reliability (statistics)
021101 geological & geomatics engineering
Subjects
Details
- ISSN :
- 15580571 and 1545598X
- Volume :
- 13
- Database :
- OpenAIRE
- Journal :
- IEEE Geoscience and Remote Sensing Letters
- Accession number :
- edsair.doi...........a3558c5bc199f4ef0fa4599105c45f14