• Title/Summary/Keyword: 성능 손실

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CCTV Image Quality Enhancement using Histogram Loss and Sequential Task (히스토그램 손실함수와 순차적 작업을 이용한 CCTV 영상 화질 향상)

  • Jeong, Minkyo;Choi, Jongin;Jeong, Jechang
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2022.06a
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    • pp.217-220
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    • 2022
  • 본 논문에서는 CCTV 영상 화질을 향상하고 해상도를 높이기 위해 딥 러닝(Deep Learning)을 이용하여 잡음 제거(Denoising) 와 초해상도(Super-resolution) 작업을 수행한다. 데이터 증강(Data Augmentation)을 통한 초해상도 성능 향상을 위해서 잡음 제거 네트워크의 출력 영상을 초해상도 네트워크의 입력으로 사용하는 순차적 작업을 사용한다. 또한 딥 러닝을 이용한 영상처리에서 발생하는 평균 밝기 오차 문제를 해결하기 위한 손실함수(Loss Function)와 두 가지 이상의 순차적인 딥 러닝 작업에서 발생하는 문제점을 극복하기 위한 손실함수를 제안한다. 제안하는 손실함수는 네트워크의 출력 영상과 타겟 영상의 밝기 오차를 줄이는 것이 가능하고, 순차적 작업에서 보다 정확한 모델 성능 판단이 가능하다.

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Modeling and Performance Analysis of Communication Channels for Multimedia System (멀티미디어 시스템의 통신 채널 모델링 및 성능분석)

  • Bang Suk-Yoon;Ro Cheul-Woo
    • The Journal of the Korea Contents Association
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    • v.5 no.1
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    • pp.147-155
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    • 2005
  • In this paper, communication channels for the transmission of multimedia packets are modeled and evaluated. The multimedia packet traffic characterized by on-off and MMPP process for voice and data, respectively, dynamic channel allocation, queueing of data packets due to unavailability of channels and dropping of queued data packets over timeout, and guard channel for voice packets are modeled. The performance indices adopted in the evaluation of SRN model includes blocking and dropping probabilities. The SRN uses rewards concepts instead of the complicate numerical analysis required for the Markov chain. It is shown that our SRN modeling techniques provide an easier way to carry out performance analysis.

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Optimal Design for the Rotor Overlap of a Supersonic Impulse Turbine to Improve the Performance (초음속 충동형 터빈 성능개선을 위한 동익 오버랩 최적설계)

  • Cho, Jong-Jae;Seo, Jong-Chul;Kim, Kui-Soon
    • Proceedings of the Korean Society of Propulsion Engineers Conference
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    • 2011.11a
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    • pp.325-330
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    • 2011
  • A rotor overlap technique was adapted to improve the performance of a axial turbine. The technique secured sufficient flow passage by additional height at the rotor tip and hub. especially in a supersonic turbine, the technique reduced the chance of chocking in the rotor passage, and made to be satisfied the design pressure ratio. However, the technique also made additional losses, like a pumping loss, expansion loss, etc. Therefore, a optimization technique was appled to maximize the improvement of the turbine performance. An approximate optimization method was used for the investigation to secure the computational efficiency. The design variables was shape factors of a rotor overlap. Results indicated that a significant improvement in turbine performance can be achieved through the optimization of the rotor overlap.

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Prediction of Performance Loss Due to Phase Noise in Digital Satellite Communication System (디지털 위성통신시스템에서 위상 잡음으로 인한 성능 손실 예측)

  • 김영완;박동철
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.13 no.7
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    • pp.679-686
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    • 2002
  • Based on the alternating series expansion of error probability function due to phase noise in PSK systems, the performance evaluations for Tikhonov and Gaussian probability density functions were performed in this paper. The range of the signal-to-noise ratio of recovered carrier signal which provides the same dependency between the error performances by Tikhonov function and Gaussian function was analyzed via loss evaluation due to phase noise. The phase noise with 1/f$^2$ characteristic was generated based on the relationship of the phase noise spectral density and the modulation index for frequency modulation signal. Using the generated phase noise as the input signal for digital satellite communication receiver, the performance losses due to the phase noise were measured and evaluated with the analyzed performance characteristics.

Wireless TCP Enhancement by Modifying SNOOP (개선된 SNOOP 기법을 이용한 무선 TCP 성능향상 방안)

  • Mun Youngsong;Kang Insuk
    • Journal of KIISE:Information Networking
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    • v.32 no.1
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    • pp.12-19
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    • 2005
  • Reliable transport protocols such as TCP are tuned to Perform well in traditional networks where packet losses occur mainly because of congestion. In a wireless network, however, packet losses will occur more often due to reasons such as the high bit error rate and the handoff rather than due to congestion. When using TCP over wireless network, TCP responds to losses due to the high bit error rate and the handoff by invoking congestion control and avoidance algorithms, resulting in the degraded end-to-end performance in the wireless network. There have been several schemes for improving TCP performance over wireless links. Among them, SNOOP Is a very promising scheme because of the localized retransmission. In this thesis, an efficient scheme is proposed by modifying SNOOP scheme. The invocation of congestion control mechanism is now minimized by knowing the cause of packet loss.

Analysis of TCP NewReno using rapid loss detection (빠른 손실 감지를 이용한 TCP NewReno 분석)

  • Kim Dong min;Han Je chan;Kim Seog gyu;Leem Cha sik;Lee Jai yong
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.3B
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    • pp.130-137
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    • 2005
  • Wireless communication environment is changing rapidly as we use new wireless communication technology such as WiBro to access high speed Internet. As a result, reliable data transmission using TCP is also expected to increase. Since TCP assumes that it is used in wired network, TCP suffers significant performance degradation over wireless network where packet losses are related to non-congestion loss. Especially RTO imposes a great performance degradation of TCP. In this paper, we analyze the loss recovery probabilities based on previous researches, and use simulation results of our algorithm to show that it prevents performance degradation by quickly detecting and recovery losses without RTO during fast recovery.

Packet Bicasting in Fast Handover for PMIPv6 (PMIPv6 (Proxy Mobile IPv6)에서 고속핸드오버를 이용한 Packet bicasting기법)

  • Lee, Jin-Soo;Lee, Su-Kyoung
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.5A
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    • pp.495-501
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    • 2011
  • IEFT proposed MIPv6 for supporting IP movement. Mobile Node is involved signaling that cause handover latency in MIPv6. Recently, Proxy Mobile IPv6 is proposed by IETF for network-based mobility management to reduce overhead in mobile node still suffers from packet loss. PMIPv6 can decrease handover latency which related overhead in MN by using network agent. Therefore, MIPSHOP Working Group proposed fast handover for PMIPv6, fu this paper, we proposed packet bicasting scheme on dual interface mobile node that can support fast handover using PMIPv6 schemes. Further, a numerical analysis is provided to show the benefits of our scheme. In the analysis, various parameters are used to compare our scheme with another procedure.

Performance Improvement of Wireless Mesh Networks using TCP Congestion Control Algorithm (TCP 혼잡제어 알고리즘을 이용한 무선 메쉬 네트워크의 성능 개선)

  • Lee, Hye-Rim;Moon, Il-Young
    • Journal of Advanced Navigation Technology
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    • v.14 no.2
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    • pp.253-259
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    • 2010
  • Wireless mesh network is flexible network like Ad hoc network or bluetooth together based on base station. But, wireless mesh network shows high packet loss and when TCP was created, however as it was design based on wired link, wireless link made more transmission error than wired link. It is existent problem of TCP congestion control algorithm that TCP unfairness and congestion collapse over wireless mesh network. When TCP operation occurs with the packet loss where is not the congestion loss, it brings the performance degradation which is serious. In this paper, in order to improve efficient TCP congestion control algorithm in wireless mesh network, we proposed that TCP can adaptively regulate the congestion window in wireless link.

A Study of efficient Wireless TCP Transmission Using Consecutive Packet Loss and Zero Window Control (연속적인 패킷 손실 제어와 제로 윈도우 제어를 이용한 무선 TCP 전송 성능 향상 연구)

  • Kim, Sung-Chan;Jun, Moon-Seog
    • The KIPS Transactions:PartA
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    • v.13A no.7 s.104
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    • pp.573-580
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    • 2006
  • The conventional transport layer protocol TCP is designed to work under condition of packet loss is due to the network congestion, so that it's suitable in the traditional wired network with fixed hosts but it's inefficient on the wireless network where the environment of fading, noise, and transmission error comes from interference. This result from the needless transmission control of the bit error is due to treats the packet loss as a packet congestion control in the wireless network. In this paper, we propose the advanced SNOOP protocol with the consecutive packet loss and TCP window control to avoid the needless congestion management algorithm in wireless network for the wireless TCP packet transmission enhancement. We verify the performance of the advanced module from the simulation experiment result.

Prediction of Reactor Coolant Pump Performance Under Two-Phase Flow Conditions (이상유동시 원자로 냉각재 펌프의 성능 예측)

  • Lee, S.;Bang, Y.S.;Kim, H.J.
    • Nuclear Engineering and Technology
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    • v.26 no.2
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    • pp.179-189
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    • 1994
  • A performance of reactor coolant pump in two-phase flow is examined using the pump geometric conditions and the performance of the pump in single-phase flow. Wall friction loss of the reactor coolant pump in single-phase flow is prdicted using the Truckenbrodt boundary layer theory, and the head loss in two-phase flow is predicted with calculated well friction loss and separation loss coefficients. The analysis results are compared with the Combustion Engineering pump test data. The effect of two-phase multiplier on the peak clad temperature in Loss-of-Coolant Accident is also examined using the RELAP5 and the results indicate the importance of its accuracy.

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