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Antarctic_ice_shelf_3D_cross_sectional_profile_imaging_using_MIMO_radar.ppt Antarctic_ice_shelf_3D_cross_sectional_profile_imaging_using_MIMO_radar.ppt Presentation Transcript

  • Antarctic Ice Shelf 3D Cross-sectional Imaging using MIMO Radar A. Hari Narayanan UCL Electronic and Electrical Engineering, UK P. Brennan UCL Electronic and Electrical Engineering, UK R. Benjamin UCL Electronic and Electrical Engineering, UK F. Gillet-Chaulet Laboratoire de Glaciologie et Géophysique de l’Environment, France K.W. Nicholls British Antarctic Survey, UK IGARSS 2011
  • Outline
    • Introduction and research aim
    • Trial radar system
    • MIMO antenna configuration
    • Signal processing
      • Single channel processing
      • 2D Digital beamforming
      • I/Q mixer imbalance correction
    • Trial results
    • Conclusion and further work
  • Introduction – Motivation
    • Monitoring of melting rate of Antarctic ice shelves for predicting rising sea levels
    • Cross-section profile/image of ice shelf provides details of changes to ice shelf thickness
    • Periodic and accurate measurements of ice shelf thickness using ground based radar
  • Introduction – Current & Alternative Methods
    • Current ground based ice shelf imaging uses monostatic radar moved along ice plane
    • Phased array radar can provide alternative ‘stationary’ depth and cross-range imaging
    • Large number of elements while closely spaced required for angular resolution
    • Multiple In Multiple Out concept reduces number of elements for desired aperture
    • Arrangement in 2D can provide 2D cross-range details of ice shelf
    Introduction – Phased Array vs. MIMO
  • Research Aim
    • Investigate the benefits of 2D ice shelf imaging using MIMO radar:
      • Trial conducted by BAS on Ronne Ice Shelf
      • Field data analysed by UCL to produce radar image
  • Trial Radar System
    • Step Frequency Radar using Vector Network Analyser (VNA)
    • Radar specification in free space:
    Operating frequency 305 MHz Bandwidth 160 MHz Frequency steps 5001 Total transmit time 250 s Range/Depth resolution 0.937 m
  • Trial Radar System – Revised specifications
    • Relative permittivity of ice must be considered for radar imaging:
    P. Kanagaratnam, S.P Gogineni, N. Gundestrup, and L. Larsen, “High-resolution radar mapping of internal layers at the North Greenland Ice core Project,” Journal of Geophysical Research, vol. 106, no. D24, pp. 799 –811, Dec. 2001 . [1] Wavelength in ice, λ 0.5324 m with ε r =3.1 [1] Revised depth resolution 0.532 m Maximum depth 2.6 km
  • MIMO Antenna - configuration
    • MIMO concept - 12 physical antennas form 36 ‘virtual’ elements
    • Based on ‘phase centres’ from a transmitter and receiver pair
    • Single pair of transmitter and receiver used for trial
    • 36 sets of data collected from trial
    • Element spacing were too large (> λ /4) resulting in grating lobes
    • Grating lobes produces ‘ghostings’ in radar image
    MIMO Antenna - beampattern
  • Signal Processing
    • VNA provides radar matched filtered signal
    • Blackman window function reduces side-lobes and enhances reflections at greater depths
    • Inverse Discrete Fourier Transform produces depth plot
    • Depth plot from position T1 and R6
    • Reflection from base of ice shelf at 1.6km detected
    • Off-nadir reflections at 1.3 km also seen
  • 2D Digital Beamforming
    • Beamforming performed on 36 depth plots to obtain cross-range information
    • 2D beamsteering vector for array:
    • Angular resolution for θ and φ is 5.2 o
    • Steering increments of 1.87 o used for θ and φ for scanning range of ±45 o
    • Rising peak at maximum range is usually due to imbalance in I/Q mixer of VNA
    • Amplitude and phase correction factor applied to either In-phase or Quadrature signal:
    • Only 2 dB reduction at maximum range achieved from best combination of A and α
    • Depth plot truncated up to 2.1km
    I/Q mixer imbalance correction
  • I/Q mixer imbalance correction – T1 R6
  • Trial Results
    • Beamforming gives 3 spatial dimensions (Depth, θ and φ )
    • Set φ to a fixed value to produce cross profile image:
  • Observations
    • Grating lobes made multiple copies of reflections in angular/cross-range domain
    • Basal reflection is inaccurate; location of off-nadir reflections are undetermined
  • Conclusions
    • 2D MIMO array enables 3D ice shelf imaging without mobile platform
    • Correctly spaced antenna elements can produce cross-section radar image of ice shelf
    • Grating lobes from sparse antenna spacing will degrade radar image
    • I/Q mixer correction provides minimal reduction in mean power at maximum range in depth plot
  • Further work
    • 2D array maybe suitable at certain locations, linear array is preferred at trial site
    • Further trial to be carried out using linear MIMO array with appropriate antenna spacing
  • Acknowledgement Field data for analysis provided by British Antarctic Survey Arvind Hari Narayanan [email_address]
  • Appendix - 2D Array Geometry