Title :
Waveform-agile tracking in heavy sea clutter
Author :
Sira, Sandeep P. ; Papandreou-Suppappola, Antonia ; Morrell, Darryl ; Cochran, Douglas
Author_Institution :
Arizona State Univ., Tempe
Abstract :
The detection and tracking of small targets on the ocean surface is a challenging problem due to low signal-to-clutter ratio (SCR) that results from low grazing angles and high sea state. Recent advances in sensing technologies have enabled waveform-agile schemes that tailor the sensor waveform to match the overall sensing objective. In this paper, we propose a methodology to dynamically adapt the transmitted waveform to improve the tracking performance for scenarios characterized by heavy sea clutter. Employing the compound-Gaussian model for sea clutter, we develop an algorithm for online design of a phase-modulated waveform that improves the SCR in a range bin of interest. A particle Alter tracker uses the measurements obtained by this waveform to estimate the target state. We present a simulation study to demonstrate that our scheme leads to improved tracking performance.
Keywords :
Gaussian processes; clutter; particle filtering (numerical methods); phase modulation; target tracking; waveform analysis; compound-Gaussian model; heavy sea clutter; low signal-to-clutter ratio; ocean surface; particle filter tracker; phase-modulated waveform; sensor waveform; targets detection; targets tracking; waveform-agile tracking; Algorithm design and analysis; Marine technology; Oceans; Particle measurements; Particle tracking; Sea measurements; Sea surface; Sensor phenomena and characterization; Target tracking; Thyristors;
Conference_Titel :
Waveform Diversity and Design Conference, 2007. International
Conference_Location :
Pisa
Print_ISBN :
978-1-4244-1276-1
Electronic_ISBN :
978-1-4244-1276-1
DOI :
10.1109/WDDC.2007.4339446