Self-Monitoring of External Magnetic Interference in Magnetostrictive Position Sensors Using Machine Learning

Author:

Khan Aimal1ORCID,König Tobias2ORCID,Liebgott Florian2ORCID,Greiner Thomas1ORCID

Affiliation:

1. Institut für Smart Systems und Services, Pforzheim University, Germany

2. Research, Balluff GmbH, Germany

Funder

Carl-Zeiss-Stiftung

Publisher

ACM

Reference17 articles.

1. Rodney  A. Brooks , Anita  M. Flynn , and Thomas Marill . 1988 . Self Calibration of Motion and Stereo Vision for Mobile Robots. In 4th Int. Symposium on Robotics Research ( Univ. of California, Santa Clara, California, USA). MIT Press, Cambridge,USA, 277–286. Rodney A. Brooks, Anita M. Flynn, and Thomas Marill. 1988. Self Calibration of Motion and Stereo Vision for Mobile Robots. In 4th Int. Symposium on Robotics Research (Univ. of California, Santa Clara, California, USA). MIT Press, Cambridge,USA, 277–286.

2. SELF-CALIBRATION OF A MULTI-CAMERA VISION SYSTEM

3. Enhancing MPS Signal by Bipolar Pulse Excitation and Interference of Reflection Wave

4. Smart anomaly detection in sensor systems: A multi-perspective review

5. CNN and Convolutional Autoencoder (CAE) based real-time sensor fault detection, localization, and correction

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