Radar Signal Detection in K-distributed Clutter by Pade Approximation

نویسندگان

  • and G. Mirjalily
  • M. Ghaffari
  • M.M. Nayebi
  • M.R. Taban
چکیده مقاله:

In this paper, two suboptimum detectors are proposed for coherent radar signal detection in K-distributed clutter. Assuming certain values for several initial moments of clutter amplitude, the characteristic function of the clutter amplitude is approximated by a limited series. Using the Pade approximation, it is then converted to a rational fraction. Thus, the pdf of the clutter amplitude is obtained as a sum of simple exponential functions. Using such a pdf, we develop the suboptimum detectors PGLR and PAALR, which are simplified forms of the GLR and AALR. Computer simulations show that the suggested detectors have appropriate performance compared to OLD, GLR and AALR detectors.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Wideband Radar Target Detection Theory in Coherent K Distributed Clutter

The aim of this study is to analyze the influence of neglecting K distributed clutter texture on wideband radar distributed targets detection. At first, the texture and the speckle of K clutter are researched and the Probability Density Function (PDF) of K clutter and its texture are derived, then the optimal detector by Neyman-Pearson (NP) is proposed, by contrast, another detector-Suboptimum ...

متن کامل

Optimal Detection in the K-Distributed Clutter Environment -- Non-Coherent Radar Processing

Non-coherent detection of Gaussian targets (Swerling II targets) in the K-distributed clutter environment is investigated. The optimal detector is derived based on the Neyman-Pearson principle. It is shown to be the well-known square-law detector. Amplitude detector, log detector, and the like are not optimal, and result in some detection loss. Temporally correlated clutter provides a target ga...

متن کامل

Coherent detection of radar signals in G-distributed clutter

Recently the G distribution has been proposed as a new model for extremely heterogeneous clutter in SAR returns. In this paper, we develop a technique for estimating the parameters of the G distribution, show that the G distribution represents an amplitude distribution of a spherically invariant random process for certain values of its parameters, and design coherent detectors for known and unk...

متن کامل

Coherent Multilook Radar Detection for Targets in KK-Distributed Clutter

This Chapter examines the problem of coherent multilook radar detection of targets in the sea from an airborne maritime surveillance platform. The radar of interest operates at high resolution, and at a high grazing angle, with frequency in X-Band, and is fully polarised. Typically, such surveillance radars are searching for small targets, such as fishing boats or submarine periscopes. When a r...

متن کامل

adaptive radar signal detection in gaussian clutter with autoregressive model using kalman fillter

in this paper, we deal with the problem of adaptive coherent signal detection in gaussian interference (clutter plus noise) for surveillance pulse radars. some of the adaptive radar detectors exploit the ar model for clutter. most of these detectors have been obtained using the glr test. this test relies on the maximum likelihood estimation whose accuracy depends on the number of data. whereas,...

متن کامل

منابع من

با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ذخیره در منابع من قبلا به منابع من ذحیره شده

{@ msg_add @}


عنوان ژورنال

دوره 26  شماره 2

صفحات  53- 65

تاریخ انتشار 2008-01

با دنبال کردن یک ژورنال هنگامی که شماره جدید این ژورنال منتشر می شود به شما از طریق ایمیل اطلاع داده می شود.

کلمات کلیدی

میزبانی شده توسط پلتفرم ابری doprax.com

copyright © 2015-2023