Direction of arrival estimation based on slope fitting of wideband array signal in fractional Fourier transform domain
نویسندگان
چکیده
Traditional direction of arrival (DOA) estimation methods wideband linear frequency modulated (LFM) signal based on the fractional Fourier transform (FRFT) highly depend peak value LFM in FRFT domain. However, can be affected by various factors, such as a low signal-to-noise ratio (SNR), small number snapshots, or large incident angle signals, which lead to decrease DOA accuracy. To tackle this problem, energy-concentrated property domain, is accomplished adopting approach slope fitting for array domain study. The method uses correspondence between position and delay received different uniform elements. least square threshold outlier detection used fitting. Compared conventional methods, study has high accuracy relatively complexity case SNR without relying value. effectiveness verified theoretical analysis Monte-Carlo simulations. proposed provides new path signal.
منابع مشابه
Windowing Effects of Short Time Fourier Transform on Wideband Array Signal Processing Using Maximum Likelihood Estimation
During the last two decades, Maximum Likelihood estimation (ML) has been used to determine Direction Of Arrival (DOA) and signals propagated by the sources, using narrowband array signals. The algorithm fails in the case of wideband signals. As an attempt by the present study to overcome the problem, the array outputs are transformed into narrowband frequency bins, using short time Fourier tran...
متن کاملWindowing Effects of Short Time Fourier Transform on Wideband Array Signal Processing Using Maximum Likelihood Estimation
During the last two decades, Maximum Likelihood estimation (ML) has been used to determine Direction Of Arrival (DOA) and signals propagated by the sources, using narrowband array signals. The algorithm fails in the case of wideband signals. As an attempt by the present study to overcome the problem, the array outputs are transformed into narrowband frequency bins, using short time Fourier tran...
متن کاملwindowing effects of short time fourier transform on wideband array signal processing using maximum likelihood estimation
during the last two decades, maximum likelihood estimation (ml) has been used to determine direction of arrival (doa) and signals propagated by the sources, using narrowband array signals. the algorithm fails in the case of wideband signals. as an attempt by the present study to overcome the problem, the array outputs are transformed into narrowband frequency bins, using short time fourier tran...
متن کاملArray Signal Processing for Maximum Likelihood Direction-of-Arrival Estimation
Estimation of the emitters’ directions with an antenna array, or Direction-of-Arrival (DOA) estimation, is an essential problem in a large variety of applications such as radar, sonar, mobile communications, and seismic exploration, because it is a major method for location determination. In wireless communications, DOA estimation may significantly improve communication efficiency and network c...
متن کاملPhased Array-Based Sub-Nyquist Sampling for Joint Wideband Spectrum Sensing and Direction-of-Arrival Estimation
In this paper, we study the problem of joint wideband spectrum sensing and direction-of-arrival (DoA) estimation in a sub-Nyquist sampling framework. Specifically, considering a scenario where a few uncorrelated narrowband signals spread over a wide (say, several GHz) frequency band, our objective is to estimate the carrier frequencies and the DoAs associated with the narrowband sources, as wel...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Iet Radar Sonar and Navigation
سال: 2022
ISSN: ['1751-8784', '1751-8792']
DOI: https://doi.org/10.1049/rsn2.12350