Title :
Range profile specific optimal waveforms for minimum mean square error estimation
Author :
Chen, Richard C.
Author_Institution :
Radar Div., U.S. Naval Res. Lab., Washington, DC, USA
Abstract :
Optimal waveforms for minimum mean square error range profile estimation are investigated. An idealized measurement and waveform adaptation process is developed that yields optimal scene and range specific waveforms. This process is idealized in that during each cycle of the process, a large number of dwells are required. As part of our method, a modified version of the Adaptive Pulse Compression (APC) estimation method is used to estimate the range profile after each dwell cycle. The proposed method is analogous to the APC method in that it yields a set of range specific optimal waveforms, while the APC method yields a set of range specific optimal pulse compression filters. In certain scenarios, the measurement and waveform adaptation process yields range profile estimates that are significantly better than those derived by the APC method alone.
Keywords :
least mean squares methods; pulse compression; radar theory; adaptive pulse compression; minimum mean square error estimation; optimal pulse compression filters; profile estimation; range profile specific optimal waveforms; waveform adaptation process; Estimation error; Gaussian noise; Layout; Matched filters; Mean square error methods; Pulse compression methods; Pulse modulation; Radar scattering; Signal to noise ratio; Spaceborne radar;
Conference_Titel :
Radar Conference, 2010 IEEE
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4244-5811-0
DOI :
10.1109/RADAR.2010.5494465