• Title/Summary/Keyword: Clutter

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Maximum a posteriori CFAR for weibull clutter (Weibull clutter 에 대한 최대사후확률 일정오경보수신기)

  • Yu, Kung-T.;Seo, Jin-H.
    • Proceedings of the KIEE Conference
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    • 1995.11a
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    • pp.146-148
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    • 1995
  • A CFAR algorithm for weibull clutter is discussed. The Maximum a posteriori(MAP) estimator for two parameters(skewness and scale) of the weibull clutter is proposed, assuming the probability density function of skewness parameter is known. And proposed MAP estimator is compared with the Maximum likelihood(ML) estimator. Using this MAP estimator, we can design CFAR detector which is shown to have smaller CFAR loss than ML CFAR detector by the statistical simulation method.

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Analysis of Clutter Effects in a Weather Radar (기상 레이다에서의 클러터 영향 분석)

  • Lee, Jonggil
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.20 no.9
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    • pp.1641-1648
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    • 2016
  • A weather radar estimates Doppler frequency and width of Doppler spectrum from the received weather signal which represents the return echoes from rain or dust particles in a corresponding area. These estimates are very important parameters since they are directly related to precipitation, wind velocity and degree of turbulence. Therefore, these estimated values should be highly reliable to obtain accurate weather information. However, the echoes of a weather radar include both the weather signal and the clutter which occurred from ground reflection or moving objects, etc. The existence of the clutter in the echoes may cause serious errors in the estimation of weather-related parameters. Therefore, in this paper, models are developed to represent the weather signal and the clutter for the purpose of analyzing estimation errors caused by the strong clutter echoes. Using these models, various return echoes according to the weather signal and clutter power are simulated to analyze the effects of the clutter.

Analysis of Sea Clutter Removal Capability in a Weather Radar Based on a Vertical Phased Array Antenna (수직 위상 배열 안테나 기반 기상 레이다에서의 해수면 클러터 제거 성능 분석)

  • Lee, Jonggil
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.22 no.1
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    • pp.155-161
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    • 2018
  • Many short range weather radars with the low elevation search capability are needed for analysis and prediction of unusual weather changes or rainfall phenomena which occurs regionally. However, due to the characteristics of low elevation electromagnetic wave beam, it is highly probable that the received weather signals of these radars are contaminated by the ground and sea clutter. Since most of ground clutter appears around the very narrow low Doppler frequency region, it is somewhat easy to separate. However, the sea clutter removal is very difficult since it can occupy the broad Doppler frequency region according to weather conditions. Therefore, in this paper, the sea clutter removal capability is analyzed for a phased array weather radar which use vertical array elements for electronic elevation beam steering. Also, it is shown that the sea clutter removal can be achieved appropriately using the receiver beam forming technology in a phased array antenna.

Analysis of Phase Noise Effects in a Short Range Weather Radar (단거리 기상 레이다에서의 위상 잡음 영향 분석)

  • Lee, Jonggil
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.22 no.8
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    • pp.1090-1098
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    • 2018
  • Many short range weather radars with the low elevation search capability are needed for analysis and prediction of unusual weather changes or rainfall phenomena which occurs regionally. However, due to the characteristics of low elevation electromagnetic wave beam, it is highly probable that the received weather signals of these radars are seriously contaminated by the ground clutter. Therefore, the filter removing low Doppler frequency band is generally used to mitigate this problem. However, the phase noise in a radar system may limit the removal of the strong clutter and this may cause serious problems in estimating weather parameters because of the remaining clutter. Therefore, in this paper, the characteristics of phase noise in a radar system are investigated and the effects of the system phase noise are analyzed in the improvement of signal to clutter ratio for the strong clutter environment such as a short and low-elevated weather radar.

Efficient Detection of Small Unmanned Aerial Vehicles in Cluttered Environment (클러터 환경을 고려한 효과적 소형 무인기 탐지에 관한 연구)

  • Choi, Jae-Ho;Kang, Ki-Bong;Sun, Sun-Gu;Lee, Jung-Soo;Cho, Byung-Lae;Kim, Kyung-Tae
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.30 no.5
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    • pp.389-398
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    • 2019
  • In this paper, we propose a method to detect small unmanned aerial vehicles(UAVs) flying in a real-world environment. Small UAV signals are frequently obscured by clutter signals because UAVs usually fly at low altitudes over urban or mountainous terrain. Therefore, to obtain a desirable detection performance, clutter signals must be considered in addition to noise, and thus, a performance analysis of each clutter removal technique is required. The proposed detection process uses clutter removal and pulse integration methods to suppress clutter and noise signals, and then detects small UAVs by utilizing a constant false alarm rate detector. After applying three clutter removal techniques, we analyzed the performance of each technique in detecting small UAVs. Based on experimental data acquired in a real-world outdoor environment, we found it was possible to derive a clutter removal method suitable for the detection of small UAVs.

Analysis of Radar Clutter Data and Models for Terrain and Sea (레이다 클러터 데이터 및 모델에 관한 연구)

  • 이용택;서한교;김영수
    • The Proceeding of the Korean Institute of Electromagnetic Engineering and Science
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    • v.3 no.2
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    • pp.66-78
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    • 1992
  • Available data for the radar clutter, and the empirical and the theoretical models for the radar clutter have been collected and analyzed. Data sets and models from the remote sensing field have been studied extensively. Although the grazing angles used in remote sensing is larger than the angles normally encountered in radar clutter application, remote sensing field has the merit of abundance of data in much more detailed target classes. The remote sensing model is also superior to the normally used clutter models in the sense that each target class has its own model, rather than being generally characterized by assumed roughness parameters.

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Target Detection for Marine Radars Using a Data Matrix Bank Filter

  • Jang, Moon Kwang;Cho, Choon Sik
    • Journal of electromagnetic engineering and science
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    • v.13 no.3
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    • pp.151-157
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    • 2013
  • Marine radars are affected by sea and rain clutters, which can make target discrimination difficult. The clutter standard deviation and improvement factor are applied using multiple parameters-moving speed of radar, antenna speed, angle, etc. When a radar signal is processed, a Data Matrix Bank (DMB) filter can be applied to remove sea clutters. This filter allows detection of a target, and since it is not affected by changes in adjacent clutters resulting from a multi- target signal, sea state clutters can be removed. In this paper, we study the level for clutter removal and the method for target detection. In addition, we design a signal processing algorithm for marine radars, analyze the performance of the DMB filter algorithm, and provide a DMB filter algorithm design. We also perform a DMB filter algorithm analysis and simulation, and then apply this to the DMB filter and cell-average constant false alarm rate design to show comparative results.

Design and Fabrication of a W-band FMCW Radar for the Metal Target Detection Under the Ground Clutter Environment (지면 클러터 환경에서 금속표적감지를 위한 W-대역 FMCW 레이더의 설계 및 제작)

  • Park Jung-Dong
    • Journal of the Korea Institute of Military Science and Technology
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    • v.7 no.3 s.18
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    • pp.93-100
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    • 2004
  • In this paper, we describe the design, fabrication, and test results of a W-band FMCW radar for the metal target detection under the ground clutter environment. In order to detect metal targets on the ground, we used a single cassegrain antenna with the beamwidth of $1.45^{\circ}$ which forms pencil-beam footprint on the ground. A log envelope detector was applied to improve radar performance in the severe ground clutter known as Weibull and log normal clutter. The designed FMCW radar can acquire altitude information from the ground clutter with $\sigma_0=-23dB$ at the height of 160m. The fabricated W-band FMCW radar transmits 11 dBm power and the dynamic range of the receiver is from -106dBm to -30dBm. The performances of the fabricated sensors were tested out in the fields and detected a car target of 200m apart on the grass.

Study on the clutter filter of color Doppler processor (칼라 도플러 프로세서의 클러터 필터에 관한 연구)

  • Bang, J.H.;Lee, K.J.;Bae, M.H.
    • Proceedings of the KOSOMBE Conference
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    • v.1998 no.11
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    • pp.68-69
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    • 1998
  • Discriminating the clutter signal from Doppler signal is the main function of CDP(color Doppler processor). Up to now, a general method of eliminating clutter signal is using IIR high pass filter. There are many filters that were introduced in other paper. In this paper, we propose the new method of filtering clutter signal. To the new method, we adopt an appropriate filter that can eliminate clutter filter most effectively.

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Surface Clutter RCS Analysis for Ground-Based Radar (지면 기반 레이다에 대한 지표면 클러터 RCS 분석)

  • Moon, Chang-Man;An, Do-Jin;Lee, Joon-Ho
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.29 no.6
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    • pp.433-440
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    • 2018
  • A radar receives reflected signals from various objects to detect a target. Undesired object, called clutter, as well as the target generates reflected signals. The clutter radar cross section(RCS) is dependent on many factors, which are the antenna pattern, distance between the radar and the target, and the height of the target and the radar. Herein, surface clutter RCS for ground-based radar is analyzed, and the effect of the surface clutter RCS on the received signal is investigated.