• Title/Summary/Keyword: Signal Detection Probability

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The Reduction of the Searching Candidates for the GPS Signal Acquisition (GPS 초기 동기를 위한 탐색 후보 축소)

  • 서흥석;강설묵;이상정
    • Journal of the Korea Institute of Military Science and Technology
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    • v.6 no.1
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    • pp.91-107
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    • 2003
  • A 2-dimensional search process in the time and frequency domain is required to acquire the GPS signal, when the code phase and the carrier Doppler for the specified GPS satellite signal are unknown. This paper proposes a new scheme, called Squared-D Searching Method, which can reduce the number of carrier frequency candidates, and a new scheme, named extended Multiple Correlator(XMC), which can reduce the number of code phase candidates. The Squared-D Searching Method can take the twice of Doppler frequency, therefore it can find carrier frequency candidates. The XMC is different from the general multiple correlator in that a combined form of the locally generated codes is used for despreading. Also, this paper tries to analyze a signal detection probability of a GPS receiver under more realistic environments. The result shows that lower detection probability can be obtained when the phase differences among the codes are larger in the correlation arms of a multiple correlator. This phenomenon is not easy to explain with the previous results. And besides, the result shows that proposed acquisition schemes give better performance than a conventional acquisition scheme.

Optimal Search Pattern of Ships based on Performance Surface (음향 탐지 성능 분포도 기반에서 함정 최적탐색패턴에 관한 연구)

  • Cheon, Minki;Kim, Sunhyo;Choi, Jee Woong;Choi, Cheolwoo;Son, Su-Uk;Park, Joungsoo
    • Journal of the Korea Institute of Military Science and Technology
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    • v.20 no.3
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    • pp.328-336
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    • 2017
  • The goal of this study is simulation of optimal search pattern of ships based on performance surface which are reflected underwater environmental. The process is as follows. First, temporal and spatial environmental database are extracted in complex environment and input hull mounted SONAR system parameters. The environmental database and SONAR system parameters are substituted to SONAR equations, and calculate signal excess, detection probability, detection range. And then, the performance surface, which can be used to provide operational insight of SONAR detection performance, are pictorialized. Finally, optimal search pattern of ships are simulated using genetic algorithm based on performance surface. And then, we certify optimal search pattern in various ways.

Modeling and Design of a Distributed Detection System Based on Active Sonar Sensor Networks (능동 소나망 분산탐지 체계의 모델링 및 설계)

  • Choi, Won-Yong;Kim, Song-Geun;Hong, Sun-Mog
    • Journal of the Korea Institute of Military Science and Technology
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    • v.14 no.1
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    • pp.123-131
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    • 2011
  • In this paper, modeling and design of a distributed detection system are considered for an active sonar sensor network. The sensor network has a parallel configuration and it consists of a fusion center and a set of receiver nodes. A system with two receiver nodes is considered to investigate a theoretical aspect of design. To be specific, AND rule and OR rule are considered as the fusion rules of the sensor network. For the fusion rules, it is shown that a threshold rule of each sensor node has uniformly most powerful properties. Optimum threshold for each sensor is obtained that maximizes the probability of detection given probability of false alarm. Numerical experiments were also performed to investigate the detection characteristics of a distributed detection system with multiple sensor nodes. The experimental results show how signal strength, false alarm probability, and the distance between nodes in a sensor field affect the system detection performances.

Signal Detection of Cognitive Radio System for 3G LTE Mobile Communication System (3G LTE 이동통신 시스템을 위한 무선인지 시스템의 신호검출)

  • Kim, Seung-Jong;Kim, Jin-Young
    • Journal of Satellite, Information and Communications
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    • v.5 no.1
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    • pp.27-31
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    • 2010
  • Recently, spectrum requirements are rapidly increasing in accordance with wireless communication development. For this reason, FCC(Federal communications commission) is considering cognitive radio system to increase spectral efficiency. In this paper, we present the performance analysis of signal detection by using RS(Reference signal) for LTE environments. Especially, we analyze the performance of detection probability in case of downlink LTE system. In the simulation, we generate OFDMA signal format which is specified in the LTE system. We assume additive white Gausssian noise channel environment. We estimate the performance by setting the threshold value of 5 % and 10 % based on CFAR(Constant false alarm rate) and false alarm rate, respectively. Finally, we discuss a future study plan on the applicability of CR to the LTE system.

Enhanced watermarking scheme based on removal of local means (지역 평균값 제거를 통한 개선된 워터마킹 방법)

  • 강현수;홍진우;김광용
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.11C
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    • pp.1106-1111
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    • 2002
  • This paper presents a new watermarking scheme to reduce the detection error probability through removal of local mean values of an original signal equivalently. At first, we show that the error probability is reduced by the removal of the local mean values. In the removal process, we are in need of a method that equivalently removes the local mean values without modification of the original signal since the process changes the original signal. The method is based on the principle that as the watermark with zero local mean values is embedded, the local mean values of the original signal is equivalently removed in detection of the watermark. The principle are analytically proven, and the superiority of the proposed method is verified by experiments for variety of watermarks.

Design and Performance Analysis of Energy-Aware Distributed Detection Systems with Multiple Passive Sonar Sensors (다중 수동 소나 센서 기반 에너지 인식 분산탐지 체계의 설계 및 성능 분석)

  • Kim, Song-Geun;Hong, Sun-Mog
    • Journal of the Korea Institute of Military Science and Technology
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    • v.13 no.1
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    • pp.9-21
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    • 2010
  • In this paper, optimum design of distributed detection is considered for a parallel sensor network system consisting of a fusion center and multiple passive sonar nodes. Nonrandom fusion rules are employed as the fusion rules of the sensor network. For the nonrandom fusion rules, it is shown that a threshold rule of each sensor node has uniformly most powerful properties. Optimum threshold for each sensor is investigated that maximizes the probability of detection under a constraint on energy consumption due to false alarms. It is also investigated through numerical experiments how signal strength, false alarm probability, and the distance between three sensor nodes affect the system detection performances.

A New Efficient Impulse Noise Detection based on Rank Estimation

  • Oh, Jin-Sung;Kim, You-Nam
    • Journal of the Institute of Convergence Signal Processing
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    • v.9 no.3
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    • pp.173-178
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    • 2008
  • In this paper, we present a new impulsive noise detection technique. To remove the impulse noise without detail loss, only corrupted pixels must be filtered. In order to identify the corrupted pixels, a new impulse detector based on rank and value estimations of the current pixel is proposed. Based on the rank and value estimations of the current pixel, the new proposed method provides excellent statistics for detecting an impulse noise while reducing the probability of detecting image details as impulses. The proposed detection is efficient and can be used with any noise removal filter. Simulation results show that the proposed method significantly outperforms many other well-known detection techniques in terms of image restoration and noise detection.

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Phase Error Decrease Method for Target Direction Detection Improvement (표적 방향 탐지 향상을 위한 위상 오차 감소 방법)

  • Lee, Min-Soo
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.14 no.1
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    • pp.7-13
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    • 2021
  • This paper proposes a method to minimize the target's direction detection error using RADAR. The radar system cannot accurately detect the target direction due to the phase error of he received signal. The proposed method of this study obtains a phase by applying an root mean square to each antenna incident signal, and reduces the phase error by using an optimal signal to noise ratio. In the simulation result, the probability of detecting the target direction is the best when the antenna spacing is half wavelength. The conventional method of direction detection probability 10-1.7 and the proposed method is 10-3.3. The target detection direction of the existing method represents [-8°,8°] with an error of 2 degrees. The target detection direction of the proposed method is shown in [-10°,10°], and all target directions are accurately detected. In the future, There is need for a method to reduce the phase error even though the resolution decrease.

Design and Performance Analysis of Distributed Detection Systems with Two Passive Sonar Sensors (수동 소나 쌍을 이용한 분산탐지 체계의 설계 및 성능 분석)

  • Kim, Song-Geun;Do, Joo-Hwan;Song, Seung-Min;Hong, Sun-Mog;Kim, In-Ik;Oh, Won-Tchon
    • Journal of the Korea Institute of Military Science and Technology
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    • v.12 no.2
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    • pp.159-169
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    • 2009
  • In this paper, optimum design of distributed detection is considered for a parallel sensor network system consisting of a fusion center and two passive sonar nodes. AND rule and OR rule are employed as the fusion rules of the sensor network. For the fusion rules, it is shown that a threshold rule of each sensor node has uniformly most powerful properties. Optimum threshold for each sensor is investigated that maximizes the probability of detection under the constraint of a specified probability of false alarm. It is also investigated through numerical experiments how signal strength, false alarm probability, and the distance between two sensor nodes affect the system detection performances.

A Study on Efficient Threshold Level for False Alarm Probability Decrease (오 경보 확률 감소를 위한 효율적인 임계치에 대한 연구)

  • Lee, Kwan-Hyeong
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.8 no.2
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    • pp.140-146
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    • 2015
  • We have studied an efficient threshold level for desired target detection in radar system in the paper. A desired target searching detection method detects desired target according to changing for false alarm probability. This time, false alarm probability is close relation to threshold level. Low threshold level can improve detection for desired target, but detect noise signal. Therefor, This method is not good one. In this paper, we propose efficient threshold level method in order to estimation for desired target. Through simulation, we are analysis and performance to compare general method with proposal method. We show that proposed method is more good proof than general method.