• Title/Summary/Keyword: 검출확률

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Performance Improvements of Energy Detector for Spectrum Sensing in Cognitive Radio Environments: Verification using Time delay (인지무선환경에서 스펙트럼 센싱을 위한 에너지 검출기의 성능개선: 시간지연을 이용한 확인과정)

  • Baek, Jun-Ho;Lee, Jong-Hwan;Oh, Hyeong-Joo;Hwang, Seung-Hoon
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.45 no.1
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    • pp.72-77
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    • 2008
  • In this paper, we propose a novel structure where the energy detector has multiples of verification using time delay in order to improve its performance. Additionally, the performance is investigated by simulation and compared to that of the original energy detector. The simulation result shows that the proposed scheme improves the performance when SNR is compared with the mis-detection probability for both 1% and 10% of false alarm probability. The performance is also described in terms of ROC.

A Study on the performance improvement of Multi-Path Gain in a MMSE Detector (MMSE 검출기에서 다중경로 이득 개선에 관한 연구)

  • Yoo Dong-Kwan
    • Journal of the Korea Society of Computer and Information
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    • v.10 no.2 s.34
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    • pp.153-158
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    • 2005
  • In this paper, an improved detection method is Proposed by supplementing multi-path gain for a MMSE detecter. This method is Proposed to complement the shortcomings of the conventional detection method which is used for multiuser detection in STBC CDMA system. We analyzed the improved method in bit error Probability viewpoint and compared the result with that of the conventional method In this result, we showed that the improved method obtains better performance of bit error probability than the conventional method when parameters such as delay, number of user and SNR are increased.

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A Study on performance improvement of the Proportional Gain Adaptive MMSE Detector (비례이득 적응형 MMSE 검출기의 성능 개선에 관한 연구)

  • Yoo Dong-Kwan
    • Journal of the Korea Society of Computer and Information
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    • v.11 no.2 s.40
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    • pp.213-221
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    • 2006
  • In this paper, an improved detection method is proposed by supplementing various types of Proportional gam for a MMSE detecter. This method is proposed io complement the shortcomings of the conventional detection method which is used for multiuser detection in STBC(Space-Time Block Code) CDMA system. We analyzed the improved method in bit error probability viewpoint and compared the result with that of the conventional method. In this result, we showed that the Improved method obtains better performance of bit error probability than the conventional method when parameters such as delay, number of user and SNR are increased.

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Performance Improvements of Energy Detector for Spectrum Sensing in Cognitive Radio Environments: Verification using Multiple Antennas (인지무선환경에서 스펙트럼 센싱을 위한 에너지 검출기의 성능개선: 다중안테나를 이용한 확인과정)

  • Baek, Jun-Ho;Oh, Hyeong-Joo;Lee, Jong-Hwan;Hwang, Seung-Hoon
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.45 no.4
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    • pp.38-42
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    • 2008
  • In this paper, we propose a new structure for spectrum sensing which employs multiples energy detectors in multiple antenna system in order to improve its reliability. The performance is analyzed by simulation and compared to that of the conventional energy detector. The simulation results shows that the performance of the proposed scheme is much better than that of the conventional one. Additionally, the performance of is described in terms of ROC curve.

A Study on performance improvement of MMSE Multi-User Detector (MMSE 다중사용자 검출기의 성능 향상에 관한 연구)

  • Yoo, Dong-Kwan
    • Journal of the Korea Society of Computer and Information
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    • v.12 no.1 s.45
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    • pp.145-154
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    • 2007
  • In this paper, an improved detection method is proposed by supplementing various types of Multi-Path gam for a MMSE Multi-User detecter. This method is proposed to complement the shortcomings of the conventional detection method which is used for multiuser detection in STBC(Space-Time Block Code) CDMA system. We analyzed the improved method in bit error probability viewpoint and compared the result with that of the conventional method. In this result, we showed that the improved method obtains better performance of bit error probability than the conventional method when parameters such as delay, number of user and SNR are changed.

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Determination of Optimum Threshold Value for Weak Signal Detection by LOD Method (LOD방법을 이용한 미소신호 검출의 최적 임계치 결정)

  • 이재환;신승호;진용옥
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.10 no.3
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    • pp.123-129
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    • 1985
  • This paper describes the determination of threshold value in order to determine the presence of absence of weak signal with SNR of 0 dB in 100kHz bandwidth. As a detection method, it has been used a recent LOC structure fitting for detecting weak signal in stead of a conventional method like Neyman-Peason crtical criterion. The signal for detection is the OOK modulation signal used in data and morse code transmission. The non-Gaussian noise similar to Laplacian type has been chosen in transmission path. As a result of experiment, comparing probability of detection by one critical point with that by two critical points with fixing as arbitrary false alarm probability, we have found that method has been shown to be better than the conventional method.

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A New Acquisition Algorithm using DLL for an Ultra Wide-band Communication System (DLL 구조를 이용한 Ultra Wide-band 통신용 신호 검출 알고리즘)

  • 신동석;정정화;진용선
    • Proceedings of the IEEK Conference
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    • 2003.07a
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    • pp.529-532
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    • 2003
  • 본 논문은 UWB(Ultra Wide-band) 통신 시스템에서 효과적인 신호 검출 알고리즘을 제안한다. UWB 통신 시스템은 차세대 통신 시스템으로 각광 받고 있는 기술로써, 매우 낮은 파워의 송신 신호를 사용한다. 그로 인해 잡음 및 다중 경로 환경하에서 신호 검출 알고리즘이 시스템 성능에 매우 중요한 부분으로 작용한다. 제안된 알고리즘은 신호 검출 성능을 높이기 위해, 신호의 정확한 위치를 잡는 Tracking과정에서 사용되는 DLL 구조를 활용하여 보다 세밀한 신호 탐색이 가능하다. 실험 결과 신호 위치를 기준으로 신호길이의 1/3 내에서 신호를 검출할 확률이 AWGN 15dB 이하에서 30% 정도 높아짐을 확인하였다.

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Detection of HF Narrowband Signal with Unknown Frequency Using DFT Power Spectrum Averaging (DFT 전력스펙트럼 평균화를 기반으로 한 미지의 주파수를 가진 단파대 협대역 신호의 검출)

  • 김명진;김성필;오종갑
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2000.08a
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    • pp.29-32
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    • 2000
  • 본 논문에서는 미지의 반송파주파수를 가진 협대역 신호의 존재를 광대역에서 검출하는 문제를 고려하였다. DFT 전력 스펙트럼을 평균화하여 주파수 영역에서 Neyman-Pearson criterion을 사용하여 신호를 검출하는 방법을 사용하였다. 평균화된 DFT 스펙트럼의 통계적 특성과 검출 threshold 및 검출 확률을 분석하여 보았다.

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A Threshold Optimization Method for Decentralized Cooperative Spectrum Sensing in Cognitive Radio Networks (인지 무선 네트워크 내 분산 협력 대역 검출을 위한 문턱값 최적화 방법)

  • Kim, Nak-Kyun;Byun, Youn-Shik
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.40 no.2
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    • pp.253-263
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    • 2015
  • Lately, spectrum sensing performance has been improved by using cooperate spectrum sensing which each results of sensing of several secondary users are reported to the fusion center. Using Cognitive Radio, secondary user is able to share a bandwidth allocated to primary user. In this paper, we propose a new decentralized cooperative spectrum sensing scheme which compensates the performance degradation of existing decentralized cooperative spectrum sensing considering the error probability of the channel which sensed result of the secondary user is delivered to the fusion center in decentralized cooperative spectrum sensing. In addition, a sensing threshold optimization of minimizing the error probability of decentralized cooperative spectrum sensing is introduced by deriving the equation and the optimal sensing threshold has been confirmed to maximize the decentralized cooperative spectrum sensing performance.

An advanced PRPD Pattern recognition method considering frequency analysis of the PD signals detected in GIS (PD 신호의 주파수 분석이 고려된 GIS 절연 결함 분류를 위한 Advanced PRPD 패턴인식)

  • Park, Jae-Hong;Jung, Seung-Yong;Ryu, Chel-Hwi;Kim, Young-Hong;Lee, Young-Jo;Lim, Yun-Sok;Koo, Ja-Yoon
    • Proceedings of the KIEE Conference
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    • 2007.07a
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    • pp.1443-1444
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    • 2007
  • 지속적으로 증가되는 전기에너지 공급의 신뢰성을 높이기 위하여 전력설비 주요 사고 원인인 부분방전(PD : Partial Discharge)을 검출하고 결함원의 패턴인식 방법의 개발 필요성 날로 증가되고 있다. 본 논문은 부분방전의 패턴인식 확률을 높이기 위하여 검출된 부분방전의 주파수 분석을 이용하여 Conventional PRPD Analysis 방법의 결함 판독확률을 향상시키기 위하여 Advanced PRPD를 제안 한다. 이를 위하여, GIS(Gas Insulated Switchgear)의 주요 사고원인으로 인식되어 있는 결함들을 인위적으로 제작 후 삽입하여 부분방전을 발생시켜 자체 설계 개발된 UHF 내장형 센서를 이용하여 검출하였다. 새로이 제안하는 방법과 기존의 PRPD 방법의 인식률을 상호 비교하기 위하여, 두 가지 그룹을, 즉, 기존의 방법에 의한 것과 부분방전의 주파수 분석이 포함된 방법에 의한 데이터그룹을 구축하고 학습방법은 동일한 인공신경망 MLP (Multilayer Perceptron)를 이용하여 인식률과 학습시간을 동시에 비교하였다. 상호 비교 결과에 의하면, 후자의 방법이 인식확률 뿐만아니라 학습시간도 좋은 결과가 나타났다.

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