• 제목/요약/키워드: miss detection probability

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Spectrum Sensing Techniques for Cognitive radio-A Review

  • Matin, Mohammad A.
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제8권11호
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    • pp.3638-3654
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    • 2014
  • Cognitive Radio (CR) users need to sense the environment or channel at regular time interval for sharing the spectrum band of the primary users (PUs). Once find the spectrum idle, CR users start their transmission through it. Even while transmitting, they need to continue the sensing process so that they can leave the spectrum immediately whenever find a PU wanting to use the band. Therefore, detecting PUs is one of the main functions of cognitive radio before transmission and higher the detection probability ensures better protection to the primary users. However, it is not possible to attain a high detection probability (or a low miss detection probability) and low false alarm probability simultaneously as there is a tradeoff between false alarm probability ($P_{fa}$) and the probability of detection ($P_d$). In this paper, the author has provided a comprehensive study on different sensing techniques and discussed their advantages and disadvantages. Moreover, it is expected that, with this article, readers can have a through understanding of sensing techniques in CR and the current research trends in this area.

무선 인지 네트워크에서 군집형 데이터 슬롯의 미검출 확률 추정에 기반한 최적 스펙트럼 센싱 구조 (Optimal Spectrum Sensing Framework based on Estimated Miss Detection Probability for Aggregated Data Slots in Cognitive Radio Networks)

  • 우혁;이동준
    • 한국항행학회논문지
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    • 제17권5호
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    • pp.506-515
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    • 2013
  • 무선 인지 네트워크의 많은 연구는 한 번의 스펙트럼 센싱 수행으로 한 개의 데이터 슬롯을 전송하는 프레임 구조에 대하여 연구하였다. 프레임 길이가 짧은 경우, 데이터 전송률이 낮아지는 문제가 있다. 본 논문에서는 한 번의 스펙트럼 센싱 수행으로 다수의 데이터 슬롯을 전송하는 군집형 데이터 슬롯 구조에 대해서 연구한다. 이를 위해서 Chapman-Kolmogorov 방정식을 이용하여 선순위 사용자의 전송 확률을 모델링하고 이를 이용하여 후순위 사용자의 전송률을 최대화하기 위한 최적화 문제를 제시한다. 최적화 문제의 해를 구하여 최적의 스펙트럼 센싱 시간과 데이터 슬롯의 길이와 군집할 데이터 슬롯의 수를 도출한다.

다변량 로지스틱 회귀분석을 이용한 증기발생기 전열관 ODSCC의 POD곡면 분석 (Evaluation of the Probability of Detection Surface for ODSCC in Steam Generator Tubes Using Multivariate Logistic Regression)

  • 이재봉;박재학;김홍덕;정한섭
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2007년도 춘계학술대회A
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    • pp.250-255
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    • 2007
  • Steam generator tubes play an important role in safety because they constitute one of the primary barriers between the radioactive and non-radioactive sides of the nuclear power plant. For this reason, the integrity of the tubes is essential in minimizing the leakage possibility of radioactive water. The integrity of the tubes is evaluated based on NDE (non-destructive evaluation) inspection results. Especially ECT (eddy current test) method is usually used for detecting the flaws in steam generator tubes. However, detection capacity of the NDE is not perfect and all of the "real flaws" which actually existing in steam generator tunes is not known by NDE results. Therefore reliability of NDE system is one of the essential parts in assessing the integrity of steam generators. In this study POD (probability of detection) of ECT system for ODSCC in steam generator tubes is evaluated using multivariate logistic regression. The cracked tube specimens are made using the withdrawn steam generator tubes. Therefore the cracks are not artificial but real. Using the multivariate logistic regression method, continuous POD surfaces are evaluated from hit (detection) and miss (no detection) binary data obtained from destructive and non-destructive evaluation of the cracked tubes. Length and depth of cracks are considered in multivariate logistic regression and their effects on detection capacity are evaluated.

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IS-95역방향 링크에서 단일 적분 및 이중 적분 검색 방식의 성능 분석 (Performance evaluation of the single-dwell and double-dwell detection schemes in the IS-95 reverse link)

  • 강법주;박형래;손정영;강창언
    • 한국통신학회논문지
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    • 제21권2호
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    • pp.383-393
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    • 1996
  • This paper considers the evaluation of the ecquistion performance for an accesschannel preamble based on a random access procedure of direct sequence code division multiple access(DS/CDMA) reverse link. The parallel acquistion technique that employs the single-well detection scheme and the multiple-dwell(double-dwell) detection scheme is mentioned. The acquisition performance for two detection schemes is compared in therms of the acquisition probability and the acquisition time. The parallel acquisition is done by a bank of N parallel I/Q noncoherent correlators. Expressions on the detection, false alarm, and miss probabilities of the single-dwell and multiple-dwell(double-well) detection schemes are derived for multiple H$_{1}$ cells and multipath Rayleight fading channel. comparing the single-dwell detection scheme with the multiple-dwell(double-dwell) detection scheme in the case of employing the parallel acquisition technique in the reverse link,the numerical results show that the single-dwell detection scheme deomonstrates a better performance.

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IMPROVED POD METHODOLOGY USING MONTE CARLO SIMULATION

  • Park, Ik-Keun;Yoon, Jong-Hak;Ro, Sing-Nam;Seo, Seong-Won;Namkoong, Chai-Kwan
    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 2003년도 춘계학술대회 논문집
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    • pp.73-78
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    • 2003
  • Ultrasonic measurement is one of important technologies in the lift-time maintenance of nuclear poler plant. Ultrasonic inspection system is consisted of the operator, equipment and procedure. The reliability of ultrasonic inspection system is affected by its ability. The performance demonstration round robin was conducted to quantify the capability of ultrasonic inspection for in-service. The small number of teams who employed procedures that met or exceeded ASME Sec. XI Code requirements detected the piping of nuclear power plant with various cracks to evaluate the capability of detection and sizing. In this paper, the statistical reliability assessment of ultrasonic nondestructive inspection data using Monte Carlo simulation is presented. The results of the probability of detection (POD) analysis using Monte Carlo simulation are compared to these of logistic probability model. In these results, Monte Carlo simulation was found to be very useful to the reliability assessment f3r the small hit/miss data sets.

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Optimal Adaptive Multiband Spectrum Sensing in Cognitive Radio Networks

  • Yu, Long;Wu, Qihui;Wang, Jinlong
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제8권3호
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    • pp.984-996
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    • 2014
  • In this paper, optimal sensing time allocation for adaptive multiband spectrum sensing-transmission procedure is investigated. The sensing procedure consists of an exploration phase and a detection phase. We first formulate an optimization problem to maximize the throughput by designing not only the overall sensing time, but also the sensing time for every stage in the exploration and detection phases, while keeping the miss detection probability for each channel under a pre-defined threshold. Then, we transform the initial non-convex optimization problem into a convex bilevel optimization problem to make it mathematically tractable. Simulation results show that the optimized sensing time setting in this paper can provide a significant performance gain over the previous studies.

동기화 에러가 존재하는 스펙트럼 감지 무선 인지 네트워크에서 일차 사용자와 이차 사용자들 간의 충돌 확률 분석 (Performance Analysis of Collision Probability Between Primary User and Secondary Users in Spectrum Sensing Cognitive Radio Network With Synchronization Errors)

  • 홍승근;임경래;이재홍
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송∙미디어공학회 2017년도 추계학술대회
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    • pp.21-23
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    • 2017
  • 본 논문에서는 스펙트럼 감지 무선 인지 네트워크에서 동기화 에러가 존재하는 환경을 고려한다. 동기화에러가 존재 할 때 주어지는 오검출 확률(miss detection probability)을 이용하여 일차 사용자와 이차 사용자들 간의 충돌 확률(collision probabliyt)를 유도한다. 유도된 수식을 몬테 카를로 모의실험(Monte Carlo simulation)을 통해 확인한다.

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인지 통신에서 1차 사용자의 판단 시간을 줄이기 위한 Or 기법의 연구 (A Study of the Or rule to reduce decision time of Primary User at the Cognitive radio)

  • 최문근;공형윤
    • 한국인터넷방송통신학회논문지
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    • 제10권5호
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    • pp.161-166
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    • 2010
  • 기존의 OR 법칙은 각각의 2차 사용자가 검출한 결과 값을 퓨전센터에서 취합하여 1차 사용자의 존재 유무를 판단한다. 따라서 기존의 OR 법칙은 1차 사용자의 존재 유무를 판단하기 위해서 CR 네트워크 내에 존재하는 모든 2차 사용자로부터 검출 결과 값을 취합하여야 했다. 하지만 본 논문을 통해 제안하는 OR 법칙은 2차 사용자의 검출 결과 값에 따라 퓨전센터에서 취합하는 2차 사용자의 검출 결과 값의 수를 조절하여 2차 사용자의 전송 용량을 높일 수 있다. 그리고 본 논문을 통해 제안하는 OR 법칙의 시뮬레이션을 통해 기존의 OR 법칙과 제안하는 OR 법칙의 오 경보 확률, 미 검출 확률을 구하고 전송 용량을 구한다.

다중경로 환경에서 MC DS-CDMA시스템의 직.병렬 혼합 동기 획득에 관한 연구 (A Study on The Hybrid Acquisition Performance of MC DS-CDMA Over Multipath Fading Channel)

  • 김원섭;김경원;박진수
    • 한국정보통신학회논문지
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    • 제11권10호
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    • pp.1968-1976
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    • 2007
  • 본 논문에서는 다양한 페이딩 채널을 모델화 할 수 있는 나카가미-m 확률밀도함수를 이용하여 이동통신 채널 환경에서 필연적으로 존재하는 페이딩 환경을 고려한 MC DS-CDMA시스템의 직 병렬 혼합 동기 획득 성능을 분석 하였다. 동기 획득 시스템은 검색모드(Search Mode)와 확인모드(Verification Mode)를 갖도록 설계하여 나카가미-m 확률밀도 함수를 이용하여 동기 획득에 필요한 신호검출확률(Probability of Detection), 탐지 실패 확률 (Probability of Miss), 및 오경보율(False Alarm Rate)을 이론적으로 유도하여 직 병렬 혼합 동기 획득 알고리즘의 평균 동기 획득 시간(MAT)를 유도하고 시뮬레이션을 통하여 검증하였다.

WCDMA 시스템에서 셀 탐색의 단계별 직렬 처리 및 병렬 처리의 성능 비교 (Comparison of Performance of stepwise serial processing and stepwise parallel processing for Cell Search in WCDMA System)

  • 오호근;송문규
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2000년도 추계종합학술대회 논문집(1)
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    • pp.73-76
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    • 2000
  • We investigate the stepwise parallel processing of the serial search which can success the co]1 search at low Ec/Io. The single path Rayleigh fading channel which is worst-case channel model is considered. The typical 3-step cell search is used. The probabilities of detection, miss and false alarm for each step are used in closed forms based on the statistics of CDMA noncoherent demodulator output. The optimal power allocation to each channel and The optimal number of post-detection integrations for each step is obtained. Also, the cumulative probability distribution of the average eel] search time for serial search methods are compared.

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