Spatial decorrelation in GNSS-based SAR coherent change detection

Qilei Zhang, Michail Antoniou, Wenge Chang, Mikhail Cherniakov

Research output: Contribution to journalArticlepeer-review

37 Citations (Scopus)
170 Downloads (Pure)

Abstract

This paper analyzes the spatial decorrelation between repeat-pass bistatic synthetic aperture radar (BSAR) images with Global Navigation Satellite Systems as transmitters and a fixed receiver. This study is needed in the development of such a system to monitor temporal changes in a scene. The main challenge is that, in this bistatic configuration, spatial coherence heavily depends on the data acquisition geometry. The appropriate theoretical framework to describe spatial coherence for this case is developed by extending well-established monostatic models and, in principle, can be applied to any fixed-receiver BSAR with a spaceborne transmitter. Theoretical results are initially supported by Monte Carlo simulations. Finally, the validity of the model is confirmed by comparing real images.

Original languageEnglish
Article number2321145
Pages (from-to)219-228
Number of pages10
JournalIEEE Transactions on Geoscience and Remote Sensing
Volume53
Issue number1
Early online date22 May 2014
DOIs
Publication statusPublished - 1 Jan 2015

Keywords

  • Bistatic synthetic aperture radar (BSAR)
  • Coherent change detection (CCD)
  • GNSS-based SAR
  • Spatial decorrelation

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Earth and Planetary Sciences(all)

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