Title :
Adaptive temporal processing for equatorial spread Doppler clutter suppression
Author :
Harmanci, K. ; Krolik, Jeflrey
Author_Institution :
Duke Univ., Durham, NC, USA
Abstract :
The detection performance of skywave HF over-the-horizon radars is fundamentally limited by ionospheric motion which causes spreading of surface clutter returns in Doppler space. This work presents an adaptive temporal processing approach for suppressing range-azimuth coincident spread Doppler clutter (SDC). Our method exploits the spatial correlation of the ionospheric aberration, which causes clutter covariance matrix components averaged over directions aligned with the Earth´s magnetic field to be a low rank. For radars looking north-south, this property in turn facilitates suppression of SDC in the target range bin by estimating the clutter covariance matrix from neighboring range bins. Because the sample support for covariance estimation along field-aligned directions is limited, an optimal constrained ML estimate of the covariance matrix was used for effective clutter suppression. Initial processing on experimental spread Doppler clutter data with injection of a simulated target illustrates that this approach can provide a target-to-clutter ratio improvement greater than 15 dB
Keywords :
HF radio propagation; adaptive signal processing; covariance matrices; interference suppression; ionospheric electromagnetic wave propagation; maximum likelihood estimation; radar clutter; radar detection; radar signal processing; Doppler space; Earth´s magnetic field; adaptive temporal processing; clutter covariance matrix components; clutter suppression; covariance estimation; detection performance; equatorial spread Doppler clutter suppression; experimental spread Doppler clutter data; field-aligned directions; ionospheric aberration; ionospheric motion; optimal constrained ML estimate; radar target detection; range-azimuth coincident clutter; simulated target; skywave HF over-the-horizon radar; spatial correlation; surface clutter returns; target range bin; target-to-clutter ratio; Covariance matrix; Doppler radar; Earth; Hafnium; Magnetic fields; Maximum likelihood estimation; Motion detection; Radar clutter; Radar detection; Spaceborne radar;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
0-7803-6293-4
DOI :
10.1109/ICASSP.2000.861176