An Adaptive OFDM Detection Strategy for Range and Doppler Spread Targets in Non-Gaussian Clutter
Author(s) -
Zhen Du,
Zenghui Zhang,
Wenxian Yu
Publication year - 2018
Publication title -
ieee access
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.587
H-Index - 127
ISSN - 2169-3536
DOI - 10.1109/access.2018.2876175
Subject(s) - aerospace , bioengineering , communication, networking and broadcast technologies , components, circuits, devices and systems , computing and processing , engineered materials, dielectrics and plasmas , engineering profession , fields, waves and electromagnetics , general topics for engineers , geoscience , nuclear engineering , photonics and electrooptics , power, energy and industry applications , robotics and control systems , signal processing and analysis , transportation
Orthogonal frequency division multiplexing (OFDM) radar can obtain higher target detection performance than traditional single carrier frequency radar due to simultaneously multiple frequency measurements. Meanwhile, the detection performance can be further improved by utilizing both the range and Doppler distribution information for extended targets. In this paper, an OFDM detection strategy for range and Doppler spread targets in non-Gaussian clutter is proposed, which comprises a new generalized likelihood ratio test (GLRT) detector and an adaptive waveform design method. The deduced GLRT detector is an asymptotically optimal detector and has a constant false alarm rate property. Comparisons show that the GLRT detector outperforms other existed detectors, which use the range-only spread model or the point-like target model. Furthermore, by optimizing the transmitted weights corresponding to different subcarriers of the OFDM signal, an approximate 2-dB output signal-to-clutter ratio improvement is achieved, which benefits the target detection with a cognitive manner.
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