Title :
Target Detection in Clutter Using Adaptive OFDM Radar
Author :
Sen, Satyabrata ; Nehorai, Arye
Author_Institution :
Dept. of Electr. & Syst. Eng., Washington Univ., St. Louis, MO
fDate :
7/1/2009 12:00:00 AM
Abstract :
We address the problem of detecting a target moving in clutter environment using an orthogonal frequency division multiplexing (OFDM) radar. The broadband OFDM signal provides frequency diversity to improve the performance of the system. First, we develop a parametric model that accounts for the measurements at multiple frequencies including the Doppler shift. Then, we present a statistical detection test and evaluate its performance characteristics. Based on this, we propose an algorithm to adaptively design the parameters for the next transmitting waveform. Numerical examples illustrate our analytical results, demonstrating the achieved performance improvement due to the OFDM signaling method and adaptive waveform design.
Keywords :
Doppler radar; OFDM modulation; adaptive radar; object detection; radar clutter; radar detection; Doppler shift; adaptive OFDM radar; clutter environment; orthogonal frequency division multiplexing; target detection; Asymptotic detection performance; OFDM radar; generalized likelihood ratio test; optimal waveform design;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2009.2020470