 |
Conference papers
Robust calibration of radio interferometers in multi-frequency scenario
Abstract : This paper investigates calibration of sensor arrays in the radio astronomy context. Current and future radio telescopes require com-putationally efficient algorithms to overcome the new technical challenges as large collecting area, wide field of view and huge data volume. Specifically, we study the calibration of radio interferometry stations with significant direction dependent distortions. We propose an iterative robust calibration algorithm based on a relaxed maximum likelihood estimator for a specific context: i) observations are affected by the presence of outliers and ii) parameters of interest have a specific structure depending on frequency. Variation of parameters across frequency is addressed through a distributed procedure, which is consistent with the new radio synthesis arrays where the full observing bandwidth is divided into multiple frequency channels. Numerical simulations reveal that the proposed robust distributed calibration estimator outperforms the conventional non-robust algorithm and/or the mono-frequency case.
Cited literature [35 references]
https://hal-centralesupelec.archives-ouvertes.fr/hal-01851033
Contributor : Remy Boyer <>
Submitted on : Saturday, July 28, 2018 - 8:33:15 PM
Last modification on : Saturday, September 19, 2020 - 4:23:26 AM
Long-term archiving on: : Monday, October 29, 2018 - 12:22:50 PM
Contributor : Remy Boyer <>
Submitted on : Saturday, July 28, 2018 - 8:33:15 PM
Last modification on : Saturday, September 19, 2020 - 4:23:26 AM
Long-term archiving on: : Monday, October 29, 2018 - 12:22:50 PM
File
ICASSP 2018.pdf
Files produced by the author(s)