• Title/Summary/Keyword: 검출확률

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Attentional mechanisms for video retargeting and 3D compressive processing (비디오 재설정 및 3D 압축처리를 위한 어텐션 메커니즘)

  • Hwang, Jae-Jeong
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.15 no.4
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    • pp.943-950
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    • 2011
  • In this paper, we presented an attention measurement method in 2D and 3D image/video to be applied for image and video retargeting and compressive processing. 2D attention is derived from the three main components, intensity, color, and orientation, while depth information is added for 3D attention. A rarity-based attention method is presented to obtain more interested region or objects. Displaced depth information is matched to attention probability in distorted stereo images and finally a stereo distortion predictor is designed by integrating low-level HVS responses. As results, more efficient attention scheme is developed from the conventional methods and performance is proved by applying for video retargeting.

Neural acquisition system of DS/SS communication system using binary neural network (이진 신경회로망을 이용한 DS/SS에서의 초기 동기 신경 시스팀)

  • 한동수;박승권
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.21 no.11
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    • pp.2991-3000
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    • 1996
  • In this paper, an effective neural acquisition system is suggested for acquisition of the DS/SS communication system. The suggested system uses a binary neural network which geometrically analyzes and learns a given PN sequence in the binary field. the probabilities of detection and false alarm are obtained and are compared to simulation values. The equation of the mean acquisition time is derived and is compared to the doubledwell time of the serial serial search system. The significant improvement of the performance is demonstrated. As the length of synchronization sequence becomes longer and the number is increased, the performance is improved.

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Optimal Frame Length Control for Throughput Enhancement in Cognitive Radio Systems (인지 무선 시스템에서 전송률 향상을 위한 최적의 프레임 길이 제어 방법)

  • Noh, Go-San;Bang, Keuk-Joon;Hong, Dae-Sik
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.49 no.2
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    • pp.1-8
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    • 2012
  • We propose a new frame length control scheme for cognitive radio systems. In the proposed algorithm, the property that the probability of a primary packet arrival continually increases as time elapses during the primary user's idle period is utilized. When reducing the secondary frame length in accordance with the increasing primary packet arrival probability, spectrum sensing is conducted more frequently as time elapses and the primary packet arrival is detected more quickly. We obtain the optimal frame lengths by maximizing the secondary throughput while satisfying the interference constraint. Numerical results show a significant throughput enhancement via the frame length control.

A Study on the Reliability Improvement of Partial Discharge Pattern Recognition using Neural Network Combination (NNC) Method (Neural Network Combination (NNC) 기법을 이용한 부분방전 패턴인식의 신뢰성 향상에 관한 연구)

  • Kim, Seong-Il;Jeong, Seung-Yong;Koo, Ja-Yoon;Lim, Yun-Sok;Koo, Sun-Geun
    • Proceedings of the KIEE Conference
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    • 2005.11a
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    • pp.9-11
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    • 2005
  • 본 연구는 GIS 진단신뢰성 향상기술 개발을 목적으로, 16개의 인위적 결함을 이용하여 부분방전 신호를 발생시키고 검출하여 그 패턴인식 확률을 높이기 위하여 신경망에 Genetic Algorithm (GA) 을 적용하였다. 이를 위하여 다음과 같은 5가지 서로 다른 신경망 모델을 선택하였다: Back Propagation (BP), Jordan-Elman Network (JEN), Principal Component Analysis (PCA), Self-Organizing Feature Map (SOFM) 및 Support Vector Machine (SVM). 이와 같이 선택된 모델에 동일한 데이터를 학습 시키고 패턴인식 확률을 비교 및 분석하였다. 실험 결과에 의하면, BP의 인식률이 가장 높고 다음으로 JEN의 인식률이 높이 나타났으며, 후자의 경우 모든 결함에 대하여 정확한 패턴분류를 한 반면에 전자의 경우 1.8% 의 분류 오차가 발생하였다. 따라서 인식률이 높은 신경망이 더 정확한 패턴분류를 보장하지 못한다는 실험적 결과를 고려 할 때, 인식률이 높은 두 개의 모델을 선정하여 각각의 출력에 일정한 가중치를 주고 합산하여 새로운 출력을 얻는 방법을 제안한다.

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Error Resilience Coding Techniques for Mobile Videotelephony (모바일 화상통신을 위한 오류강인 부호화 기법)

  • Suh, Jae-Won
    • The Journal of the Korea Contents Association
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    • v.7 no.12
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    • pp.303-310
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    • 2007
  • Compressed video bitstreams are intended for real-time transmission over communication networks. Because video compression algorithms eliminate the temporal, spatial, and statistical redundancies, the coded video bitstreams are very sensitive to transmission errors. We propose an error resilient video coding technique to limit the effect of error propagation in low bit-rate video coding. The success of error resilient coding techniques relies on how accurately the transmission errors can be detected. To detect the transmission error, we propose a very simple error detection technique based on data hiding Next, we conceal the corrupted MB data using intra MB refresh and motion compensation with the estimated motion vector and compare the simulation results. This method will be useful in video communication in error Prone environment such as WCDMA networks.

Rapid Acquisition of m-sequence Signals by Sequential Estimation with Flexible Structure (가변구조를 갖는 순차 예측 방법을 이용한 m 계열 신호의 고속 포착)

  • 현광민;박상규
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.7B
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    • pp.664-672
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    • 2002
  • This paper analyzes a sequential estimator with flexible structure for rapid acquisition of the m-sequence signals. If the received PN chips stored in the estimator's internal registers as initial loading values include one error, this chip with error can be corrected through multiple local PN code generators to achieve high-speed acquisition performance. Hamming distance between regenerated local PN codes from the proposed system and received PN code is compared with given threshold to choose a possible correct path and to declare success of the code acquisition. Using signal flow graph, average acquisition time that depends on detection and false alarm probability is calculated. By modifying generally used matched filter structure for PN code acquisition, the proposed system provides flexible structure and rapid acquisition process.

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

  • Wu, Hyuk;Lee, Dong-Jun
    • Journal of Advanced Navigation Technology
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    • v.17 no.5
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    • pp.506-515
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    • 2013
  • In cognitive radio networks, several research works typically address the framework which consists of a spectrum sensing period and a data transmission period. When the frame period is short, there is the problem that the throughput of secondary users decrease. In this paper, aggregated data slot structure is considered to increase the throughput of secondary users. Chapman-Kolmogorov equation is used for the modeling of the transmission probability of primary users and formulation of an optimization problem to maximize the throughput of secondary users. Solution of the optimization problem results in the optimal spectrum sensing time, the length of data slot and the number of data slots governed by a spectrum sensing.

Development of B4C Thin Films for Neutron Detection (스퍼터링 코팅기법을 이용한 중성자 검출용 B4C 박막 개발)

  • Lim, Chang Hwy;Kim, Jongyul;Lee, Suhyun;Cho, Sang-Jin;Choi, Young-Hyun;Park, Jong-Won;Moon, Myung Kook
    • Journal of Radiation Protection and Research
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    • v.40 no.2
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    • pp.79-86
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    • 2015
  • $^3He$ gas has been used for neutron monitors as the neutron converter owing to its advantages such as high sensitivity, good ${\gamma}$-discrimination capability, and long-term stability. However, $^3He$ is becoming more difficult to obtain in last few years due to a global shortage of $^3He$ gas. Accordingly, the cost of a neutron monitor using $^3He$ gas as a neutron converter is becoming more expensive. Demand on a neutron monitor using an alternative neutron conversion material is widely increased. $^{10}B$ has many advantages among various $^3He$ alternative materials, as a neutron converter. In order to develop a neutron converter using $^{10}B$ (actually $B_4C$), we calculated the optimal thickness of a neutron converter with a Monte Carlo simulation using MCNP6. In addition, a neutron converter was fabricated by the Ar sputtering method and the neutron signal detection efficiencies were measured with respect to various thicknesses of fabricated a neutron converter. Also, we developed a 2-dimensional multi-wire proportional chamber (MWPC) for neutron beam profile monitoring using the fabricated a neutron converter, and performed experiments for neutron response of the neutron monitor at the 30 MW research reactor HANARO at the Korea Atomic Energy Research Institute. The 2-dimensional MWPC with boron ($B_4C$) neutron converter was proved to be useful for neutron beam monitoring, and can be applied to other types of neutron imaging.

Laser Tracking Analysis of Space Debris using SOLT System at Mt. Gamak (감악산 SOLT 시스템을 이용한 우주잔해물 레이저추적 성능분석)

  • Lim, Hyung-Chul;Park, Jong-Uk;Kim, Dong-Jin;Seong, Kipyung;Ka, Neung-Hyun
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.43 no.9
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    • pp.830-837
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    • 2015
  • Space debris has been a major issue recently for the space-active nations because its growing population is expected to increase the collision risk with operational satellites. Radar and electro-optical system has been used for space debris surveillance, which may cause unnecessary anti-collision manoeuvers due to their low tracking accuracy. So an additional tracking system is required to improve the predicted orbit accuracy and then to jude the anti-collision maneouvers more efficiently. The laser tracking system has been considered as an alternative to decrease these unnecessary manoeuvers. Korea Astronomy and Space Science Institute has been developing a space object laser tracking system which is capable of laser tracking for satellites with retro-reflectors and for space debris using high power laser, and satellite imaging using adaptive optics. In this study, the tracking capability is analyzed for space debris using high power laser based on link budget, false alarm probability and signal detection probability.

Or-Rule Based Cooperative Spectrum Sensing Scheme Considering Reporting Error in Cognitive Radio Networks (인지 무선 네트워크에서 보고 오류를 고려한 OR 규칙 기반의 협력 스펙트럼 센싱 기법)

  • Choe, Romi;Byun, Youn-Shik
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39A no.1
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    • pp.19-27
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    • 2014
  • As frequency resource has taken on greater importance, Cognitive Radio(CR) technology has been considered as the solution to improve spectrum utilization by allowing a secondary user to utilize a licensed band when the primary user is absent. So spectrum sensing is significant part of CR for high performance. Recently, cooperative spectrum sensing that secondary users share each sensing results is proposed to improve spectrum sensing accuracy. In this paper, OR rule based cooperative spectrum sensing scheme using reporting error probability which occurs in user to fusion center(FC) channel The simulation results show that proposed scheme mitigates false alarm probability limitation which appears in existing cooperative spectrum sensing scheme by restricting the number of cooperating users using reporting error probability.