• 제목/요약/키워드: Signal Detection Probability

검색결과 243건 처리시간 0.027초

능동 소나 체계에서의 표적 탐지거리 예측 알고리즘과 최적 탐지깊이 결정에의 응용 (Detection Range Estimation Algorithm for Active SONAR System and Application to the Determination of Optimal Search Depth)

  • 박재은;김재수
    • 한국해양공학회지
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    • 제8권1호
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    • pp.62-70
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    • 1994
  • In order to estimate the detection range of a active SONAR system, the SONAR equation is commonly used. In this paper, an algorithm to calculate detection range in active SONAR system as function of SONAR depth and target depth is presented. For given SONAR parameters and environment, the transmission loss and background level are found, signal excess is computed. Using log-normal distribution, signal excess is converted to detection probability at each range. Then, the detection range is obtained by integrating the detection probability as function of range for each depth. The proposed algorithm have been applied to the case of omni-directional source with center frequency 30Hz for summer and winter sound profiles. It is found that the optimal search depth is the source depth since the detection range increase at source depth where the signal excess is maximized.

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Comparison of Detection Probability for Conventional and Time-Reversal (TR) Radar Systems

  • Yoo, Hyung-Ha;Koh, Il-Suek
    • Journal of electromagnetic engineering and science
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    • 제12권1호
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    • pp.70-76
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    • 2012
  • We compare the detection probabilities of the time-reversal(TR) detection system and the conventional radar system. The target is assumed to be hidden inside a random medium such as a forest. We propose a TR detection system based on the SAR(Synthetic Aperture Radar) algorithm. Unlike the conventional SAR images, the proposed TR-SAR system has an interesting property. Specifically, the target-related signal components due to the time-reversal refocusing characteristics, as well as some of clutter-related signal components are concentrated at the time-reversal reference point. The remaining clutter-related signal components are scattered around that reference point. In this paper, we model the random media as a collection of point scatterers to avoid unnecessary complexities. We calculate the detection probability of the TR radar system based on the proposed simple random media model.

Target Detection probability simulation in the homogeneous ground clutter environment

  • Kim, In-Kyu;Moon, Sang-Man;Kim, Hyoun-Kyoung;Lee, Sang-Jong;Kim, Tae-Sik;Lee, Hae-Chang
    • International Journal of Aeronautical and Space Sciences
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    • 제6권1호
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    • pp.8-16
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    • 2005
  • This paper describes target detection performance of millimeter wave radar that exits on non-stationary target detection schemes in the ground clutter conditions. The comparison of various CFAR process schemes such as CA(Cell-Average)-CFAR, GO(Greatest Of)/SO(Smallest Of)-CFAR, and OS(Order Statistics)-CFAR performance are applied. Using matlab software, we show the performance and loss between target detection probability and signal to noise ratio. This paper concludes the OS-CFAR process performance is better than any others and satisfies the optimal detection probability without loss of detection in the homogeneous clutter, When range bins increase.

주파수 도약 신호 탐지에 최적화된 탐지 확률 향상 기법 (Detection Probability Improvement Scheme Optimized for Frequency-Hopping Signal Detection)

  • 이인석;오성준
    • 한국전자파학회논문지
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    • 제29권10호
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    • pp.783-790
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    • 2018
  • 주파수 도약(frequency hopping) 기법은 대역확산(spread spectrum) 방법 중 하나로, 광대역 상에서 반송파의 주파수가 고정되어 있지 않고, 다양한 주파수 채널로 도약하는 통신방식이다. 이러한 특성으로 인해 뛰어난 항재밍 성능, 낮은 탐지율 등의 장점을 가지고 있어, 군 통신에 자주 사용되고 있으며, 상용 통신에도 종종 사용되고 있다. 바꿔 말하면, 이런 주파수 도약 신호를 잘 탐지해내는 것은 매우 어려우며 중요한 연구분야 중 하나이다. 본 논문에서는 FFT를 이용한 신호 탐지를 할 때, 주파수 도약 신호의 탐지율을 증가시킬 수 있는 기법을 제안한다. 수신한 신호를 FFT를 이용하여 주파수 성분으로 변환시킬 경우, 스펙트럼 누설(spectral leakage)이 발생하여 탐지율이 낮아진다. 이때, 해밍 윈도우(hamming window)를 이용하여 문제를 해결하고 탐지율을 증가시킬 수 있는데, 주파수가 도약하는 환경에서는 윈도우가 오히려 성능 저하를 가져오기도 한다. 제안하는 기법은 주파수 변화에 대응하여 이러한 약점을 해결하였으며, 기존에 비해 최대 13 % 정도의 탐지율 향상을 얻을 수 있다.

멀티패스 지연프로필의 각 수신지연파의 선두에서 OFDM 신호의 심벌 동기타이밍으로의 검출확률 (Detection Probability as a Symbol Synchronization Timing at the Lead of Each Received Delay OFDM Signal in Multipath Delay Profile)

  • 주창복;박동호
    • 대한전자공학회논문지TC
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    • 제44권2호
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    • pp.55-61
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    • 2007
  • 본 논문에서는 곱의 상관방식과 차분상관방식의 OFDM 심벌 동기타이밍방식에 있어서 멀티패스 채널 지연프로필의 각 수신지연파에서 OFDM 심벌 동기타이밍으로 검출될 확률식을 나타내 보인다. 여러 가지 지연확산의 채널들에 대해 행해본 컴퓨터시뮬레이션의 결과 상관의 동기타이밍 검출방식에서는 진폭이 가장 큰 지연파의 선두에서 동기타이밍을 취할 확률이 높게 나타나는데 대하여 차분방식에서는 언제나 제 1수신지연파의 선두에서 동기타이밍을 취할 확률이 높게 나타나는 특성을 보여준다. 이러한 결과를 통하여 본 논문에서는 채널의 지연확산 길이에 관계없이 OFDM신호의 동기타이밍을 0점과 -1점 심벌 동기타이밍을 취하는 것에서 BER의 성능차이를 보여준다.

A New Formula to Predict the Exact Detection Probability of a Generalized Order Statistics CFAR Detector for a Correlated Rayleigh Target

  • Kim, Chang-Joo
    • ETRI Journal
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    • 제16권2호
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    • pp.15-25
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    • 1994
  • In this paper we present a new formula which can predict the exact detection probability of a generalized order statistics (GOS) constant false alarm rate (DFAR) detector for a partially correlated Rayleigh target model (0 < $ \rho$< 1) in a closed form, where $\rho$ is the correlation coefficient between returned pulses. By simply substituting a set of specific coefficient into the derived formula, one can obtain the detection probability of any kind of CFAR detector. Detectors may include the order statistics CFAR detector, the censored mean level detector, and the trimmed mean CFAR detector, but are not necessarily restricted to them. The numerical result for the first order Markov correlation model as applied to some of the detectors shows that as $\rho$ increases from zero to one, higher signal-to-noise ratio is required to achieve the same detection probability.

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다중 상태 소나의 최적 수신망 배치 (Optimal Sensor Placement in Multistatic Sonar)

  • 이광희;한동석
    • 한국군사과학기술학회지
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    • 제15권5호
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    • pp.630-634
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    • 2012
  • It is very important to place receiver in multistatic sonar. Inefficient placement of the receiver reduce detection probability and to increase the probability of detection should be used more receivers. Therefore, detection of targets in searching area, detection performance of limited receiver depends on how to place. Through the optimized receiver placement, detection area between each sonar as much as possible avoid duplication, as optimization, the minimum receiver can be maintained detection performance. In this paper we prove mathematical verification of maximum signal excess value based on sonar placement and we calculate a signal excess value by using computer simulations and suggest optimal sonar placement.

중첩의 차분화방식에 의한 OFDM 심벌 타이밍검출 성능 (Performance Characteristics of a Symbol Timing Detection by Superposed Difference Method for OFDM)

  • 주창복;박동호
    • 대한전자공학회논문지TC
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    • 제44권2호
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    • pp.46-54
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    • 2007
  • 본 논문에서는 중첩의 차분상관방식에 의한 향상된 OFDM 신호의 심볼 동기타이밍검출 성능을 보여준다. 또한, 곱의 상관과 차분상관의 동기타이밍 검출방식에 있어서 멀티패스 채널 지연프로필의 각 수신지연파에서 심벌 동기타이밍으로 검출될 최대 검출확률을 보여준다. $70nsec{\sim}217nsec$의 지연확산 채널모델들에서 상관의 동기타이밍 검출방식에서는 진폭이 가장 큰n번째 수신지연파의 선두에서 동기타이밍을 취할 확률이 높게 나타나는데 대하여 차분방식에서는 언제나 첫 번째 수신지연파의 선두에서 동기타이밍을 취할 확률이 높게 나타나는 특성을 보여준다. 이러한 시뮬레이션의 결과는 정확한 동기타이밍의 검출이 가능함을 나타내는 것이며 중첩의 차분방식에서 eb/n0에 대해 향상된 S/N와 OFDM 신호의 동기타이밍검출성능의 결과와도 잘 부합하고 있다.

GPS 재방송 재밍신호 검출을 위한 통합 의사잡음신호를 사용한 확장된 ELP 기법 (Extended Early-Late Phase Scheme using Combined Pseudo-Random Noise Signal to Detect GPS Repeat-Back Jamming Signals)

  • 유승수;염동진;지규인;김선용
    • 제어로봇시스템학회논문지
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    • 제22권6호
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    • pp.483-489
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    • 2016
  • This paper proposes a repeat-back jamming signal detection scheme that utilizes a combined pseudo random noise signal that is effective for processing a global positioning system (GPS) repeat-back jamming signal with the early minus late phase scheme to alleviate any existing multipath signal detection. The proposed scheme uses the combined pseudo random noise signal to treat repeat-back jamming signals like similar multipath signals and can effectively detect a repeat-back jamming signal by applying the early minus late phase scheme to a combined pseudo random noise signal. Through a Monte-Carlo simulation, the detection probability of the proposed scheme is better than the one of the conventional scheme under low jamming to signal power ratio.

A Novel GNSS Spoofing Detection Technique with Array Antenna-Based Multi-PRN Diversity

  • Lee, Young-Seok;Yeom, Jeong Seon;Noh, Jae Hee;Lee, Sang Jeong;Jung, Bang Chul
    • Journal of Positioning, Navigation, and Timing
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    • 제10권3호
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    • pp.169-177
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    • 2021
  • In this paper, we propose a novel global navigation satellite system (GNSS) spoofing detection technique through an array antenna-based direction of arrival (DoA) estimation of satellite and spoofer. Specifically, we consider a sophisticated GNSS spoofing attack scenario where the spoofer can accurately mimic the multiple pseudo-random number (PRN) signals since the spoofer has its own GNSS receiver and knows the location of the target receiver in advance. The target GNSS receiver precisely estimates the DoA of all PRN signals using compressed sensing-based orthogonal matching pursuit (OMP) even with a small number of samples, and it performs spoofing detection from the DoA estimation results of all PRN signals. In addition, considering the initial situation of a sophisticated spoofing attack scenario, we designed the algorithm to have high spoofing detection performance regardless of the relative spoofing signal power. Therefore, we do not consider the assumption in which the power of the spoofing signal is about 3 dB greater than that of the authentic signal. Then, we introduce design parameters to get high true detection probability and low false alarm probability in tandem by considering the condition for the presence of signal sources and the proximity of the DoA between authentic signals. Through computer simulations, we compare the DoA estimation performance between the conventional signal direction estimation method and the OMP algorithm in few samples. Finally, we show in the sophisticated spoofing attack scenario that the proposed spoofing detection technique using OMP-based estimated DoA of all PRN signals outperforms the conventional spoofing detection scheme in terms of true detection and false alarm probability.