A Robust Inversion of Induction Logging Responses in Anisotropic Formation Based on Supervised Descent Method
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2021.3078756
Abstract: In this letter, a novel inversion scheme based on the supervised descent method (SDM) for the logging responses interpretation of anisotropic formations is proposed. The inversion scheme combines the characteristics of traditional gradient-based methods and… read more here.
Keywords: logging responses; descent; inversion; descent method ... See more keywords
Supervised Descent Learning Technique for 2-D Microwave Imaging
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DOI: 10.1109/tap.2019.2902667
Abstract: In mymargin this communication, we study the application of the supervised descent method (SDM) for 2-D microwave imaging. SDM contains offline training and online prediction. In the offline stage, a training data set is generated… read more here.
Keywords: supervised descent; microwave imaging; technique microwave; learning technique ... See more keywords
3-D Model-Based Inversion Using Supervised Descent Method for Aspect-Limited Microwave Data of Metallic Targets
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2021.3078542
Abstract: In this work, we apply the supervised descent method (SDM) to 3-D limited data inversion. In the measurement of the far field, the scattered field in 3-D measurement is small in magnitude and easily polluted… read more here.
Keywords: inversion; descent method; based inversion; metallic targets ... See more keywords