• Title/Summary/Keyword: Weak Signal Detection

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Locally Optimum Detection of Signals in first-order Markov Environment: 1. Test Statistics (일차 마르코프 잡음 환경에서의 국소 최적 검파: 1. 검정 통계량)

  • Lee, Ju-Mi;Park, Ju-Ho;Song, Iic-Ho;Kwon, Hyoung-Moon;Kim, Jong-Jik;Yoon, Seok-Ho
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.10C
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    • pp.973-980
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    • 2006
  • In most of the studies on locally optimum detection assumes independent observations. The use of an independent observation model may cause a considerable performance degradation in detection applications of modern high data rate communication systems exhibiting dependence among interference components. In this paper, we address the detection of weak known signals in multiplicative and first order Markov additive noises. In Part 1, the test statistics of the locally optimum detectors are investigated in detail. In Part 2, the asymptotic and finite sample-size performance of several detectors are obtained and compared, confirming that the dependence among interference components need to be taken into account to maintain performance appropriately.

Weak Signal Detection in a Moving Average Model of Impulsive Noise (충격성 잡음의 이동 평균 모형에서 약신호 검파)

  • Kim In Jong;Lee Jumi;Choi Sang Won;Park So Ryoung;Song Iickho
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.6C
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    • pp.523-531
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    • 2005
  • We derive decision regions of the maximum likelihood(ML) and suboptimum ML(S-ML) detectors in the first order moving average(FOMA) of an impulsive process. The ML and S-ML detectors are compared in terms of the bit-error-rate in the antipodal signaling system. Numerical results show that the S-ML detector, despite its reduced complexity and simpler structure, exhibits practically the same performance as the optimum ML detector. It is also shown that the performance gap between detectors for FOMA and independent and identically distributed noise becomes larger as the degree of noise impulsiveness increases.

nfrared Weak-lensing Detection of an Emerging Galaxy Cluster SpARCSJ1049+56 at z=1.71

  • Finner, Kyle;Jee, Myungkook
    • The Bulletin of The Korean Astronomical Society
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    • v.45 no.1
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    • pp.29.4-29.4
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    • 2020
  • Structure in the universe forms hierarchically with the small scales forming first and merging into larger scales. Galaxy clusters are at the pinnacle of the formation process. Peering far into the universe, we can observe galaxy clusters early in their evolution. SpARCSJ1049+56 is a galaxy cluster located at a redshift of 1.71. It has been shown to be rich in cluster galaxies, to have intense star formation, and to have a significant amount of molecular gas. Through careful control of systematics, we detected the weak-lensing signal from this distant galaxy cluster. I will present our HST infrared weak-lensing detection of the cluster with a focus on the method. Our lensing analysis found that the cluster is massive and is rare in a LambdaCDM universe. I will also present the Chandra X-ray discovery of cold gas coincident with the intense star formation and discuss the implications of the detection.

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Locally Optimum Detection of Signals and Its Fuzzy Set Theoretic Extension (국소 최적 신호 검파 및 그 퍼지 집합 이론적 확장)

  • 손재철;송익호;김상엽;김선용
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.16 no.3
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    • pp.219-231
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    • 1991
  • In this paper, various results on Iocally optimum detection of signals are reviewed concisely, which are easlily apphcable to weak signal detection problems. In addition, locally optmum rank detection schemes for weak signals are reviewed, which are nonparametric counterparts of the locally optimum detecturs. Examples of practical applications, problems in implementation dnd performance characteristecs of the locally optimum detectors are also discussed, Finally, a fuzzy extension of the generalized Neyman Pearson lemma is briefly discussd.

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A Detection Scheme in Additive and Signal-Dependent Noise (가산성과 신호 의존성 잡음이 있을 때의 신호 검파 방식)

  • 김상엽;김선용;박성일;손재철;송익호;윤진선;최진호
    • Proceedings of the Korean Institute of Communication Sciences Conference
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    • 1991.10a
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    • pp.107-110
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    • 1991
  • When the noise has both additive and signal-dependent components, locally optimum detector test statistics are obtained for detection of weak composite signals using the generalized Neyman-Pearson lemma. In order to consider the non-additive noise as well as purely-additive noise, a generalized observation model is used in this paper. The locally optimum detector test statistics are derived for several different cases according to the relative strengths of the known signal component, the random signal component, and the signal-dependent noise component. Schematic diagrams of the locally optimum detector structures are also included.

A Weak Signal Detection Algorithm in Clutter Environment for Indoor Location Estimation based on IR-UWB Radar (IR-UWB 레이더 기반의 실내 위치 추정을 위한 클러터 환경에서 미약신호 검출 알고리즘)

  • Younguk Yun;Jung-woo Sohn;Youngok Kim
    • Journal of the Society of Disaster Information
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    • v.19 no.1
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    • pp.10-17
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    • 2023
  • Purpose: In this paper, a distance estimation technique for indoor location estimation using IR-UWB is proposed and researched. We propose an algorithm that can increase the SNR lowered due to clutter or noise in an indoor environment. Method: In order to clutter suppression and detect weak signals, we analyze the existing studies of background remover, correlation, and singular vector decomposition techniques and propose an algorithm. Result: The proposed algorithm, the average error was 0.57m up to 11.5m, and the error were 0.49m from 6m to 11.5m. the average error rate was reduced by about 1m compared to the previous study. Conclusion: It can be used as a technique for detecting weak signals in clutter and noise environments for distance or location estimation, and can also be used as a human life detection technique to reduce damage to people in a disaster situation by using UWB radar which has highly transparent.

Energy Detection Based Spectrum Sensing for Radar Signals in the Presence of Noise Power Uncertainty (잡음 전력 불확실성이 존재하는 환경에서 레이다 신호에 대한 에너지 검파 기반 스펙트럼 센싱)

  • Lim, Chang Heon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.42 no.5
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    • pp.982-984
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    • 2017
  • In time domain, a radar signal is divided into two segments: one is for a transmitted pulse and the other is for receiving possible returns from radar targets. Also the received signal is relatively weak and consists of background noise except for the reflected signals from radar targets. In this Letter, we present an energy detection based spectrum sensing for a radar signal in the presence of noise power uncertainty exploiting this characteristics.

A Study on Watermark Technique for Copyright Protection of Digital Images (디지털 영상물의 저작권 보호를 위한 워터마크 기술에 관한 연구)

  • Hong, Min-Suk;Park, Kang-Seo;Chung, Tae-Yun;Shin, Joon-In;Park, Sang-Hui
    • Proceedings of the KIEE Conference
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    • 1998.11b
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    • pp.606-608
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    • 1998
  • Digital watermarking is the technique which embeds the invisible signal into multimedia data such as audio, video, images, for copyright protection, including owner identification and copy control information. In this paper, a new watermark detection algorithm by local masking cross covariance between watermarked signal and pseudo noise signal is proposed. The proposed algorithm enhances the detection probability for embedding information. Since reducing detection errors for the weak embedding signals, the algorithm improves the image quality and robusts against illegal attack to delete the embedding information and data compression applications such as JPEG and MPEGs.

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Analysis of Frame Boundary Detection Performance for A Satellite Navigation Augmentation Signal Orthogonally Modulated Using Hadamard Code (하다마드 코드로 직교 변조된 위성항법 보강 신호의 프레임 경계 획득 성능 분석)

  • Janghwan Shin;Jae Hee Noh;Jae Min Ahn
    • Journal of Positioning, Navigation, and Timing
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    • v.13 no.2
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    • pp.207-213
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    • 2024
  • This paper examines the frame boundary detection performance for a satellite navigation augmentation signal orthogonally modulated with Hadamard code to determine the number of message preamble bits. Simulation results show that, even in weak signal environments, designing the message preamble with 32 bits is recommended for achieving stable frame boundary detection.

A nonparametric detection scheme of composite signals in additive noise (덧셈 잡음에서 합성신호의 비모수 검파기)

  • 배진수;박주식;김윤희;송익호
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.22 no.7
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    • pp.1543-1549
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    • 1997
  • In this paper, rank-based nonparmetric detection of composite signals in additive noise is considered. Based on signs and ranks of observations, the locally optimum detector is deived for weak-signal detection under any specified noise probability density funhction. This detector has similarities to the locally optimum detector for comjposite signals in additive noise. The asymptotic performance of this nonparametric detector is shown to be as good as that of the locally optimum detector.

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