• Title/Summary/Keyword: Optical network

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Teacher-Student Architecture Based CNN for Action Recognition (동작 인식을 위한 교사-학생 구조 기반 CNN)

  • Zhao, Yulan;Lee, Hyo Jong
    • KIPS Transactions on Computer and Communication Systems
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    • v.11 no.3
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    • pp.99-104
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    • 2022
  • Convolutional neural network (CNN) generally uses two-stream architecture RGB and optical flow stream for its action recognition function. RGB frames stream display appearance and optical flow stream interprets its action. However, the standard method of using optical flow is costly in its computational time and latency associated with increased action recognition. The purpose of the study was to evaluate a novel way to create a two sub-networks in neural networks. The optical flow sub-network was assigned as a teacher and the RGB frames as a student. In the training stage, the optical flow sub-network extracts features through the teacher sub-network and transmits the information to student sub-network for baseline training. In the test stage, only student sub-network was operational with decreased in latency without computing optical flow. Experimental results shows that our network fed only by RGB stream gets a competitive accuracy of 54.5% on HMDB51, which is 1.5 times better than that on R3D-18.

Proposal of optical subscriber access network using optical CDMA method with optical switches (광 스위치를 이용한 광 CDMA 방식에 의한 광 가입자 액세스 망의 제안)

  • Park, Sang-Jo;Kim, Bong-Kyu
    • The KIPS Transactions:PartC
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    • v.10C no.3
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    • pp.317-324
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    • 2003
  • In this paper, we propose the ATM based Passive Optical Network (PON) using the optical CDMA scheme with optical switches and PN codes in time domain. We also propose the bipolar optical receiving correlator for PN codes. As optical CDMA is performed by driving directly an optical switch on-off switching with PN codes, the number of distinct code sequences can be increased and the flexibility in assigning PN codes can be improved. Finally we theoretically analyze the signal-to-interference -plus-noise ratio and the bit error probability of regenerated signal and compare the performance of proposed scheme compared with ATM based PON using conventional optical CDMA with optical delay lines.

A New Techno-Economic Modeling and Analysis for FTTH Optical Access Networks (광 가입자 망 진화를 위한 기술 경제성 평가)

  • Lee, Young-Ho;Hahm, Tae-Hoon;Kim, Young-Jin;Han, Jung-Hee
    • IE interfaces
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    • v.18 no.3
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    • pp.277-287
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    • 2005
  • In this paper, we deal with a new techno-economic modeling and analysis for optical access networks. In deploying the fiber-to-the-home (FTTH) architecture, network planner needs to consider the following techno-economic issues: when do we need to upgrade existing local access network to FTTH network? how much do we invest to maximize profit? In order to answer these techno-economic questions, we need to consider the impact of emerging technologies and business environment. Toward this end, we develop a new techno-economic modeling to deal with the inherent complexity of technology evolution and cost economics. In particular, the new modeling approach provides us with an techno-economic analysis of technology alternatives such as ethernet passive optical network (E-PON) and wavelength division multiplex passive optical network (WDM-PON). In this analysis, we focus on the impact of critical factors such as the cost characteristic of proposed architecture and digital subscriber line (DSL) subscriber's churn-in to FTTH service and churn-out. We develop mixed integer-programming models for finding the evolution path of local access networks to broadband network architectures.

Equivalent network analysis of optical strip waveguides (광 스트립 도파로의 등가회로망 해석)

  • 이재승
    • Proceedings of the Optical Society of Korea Conference
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    • 1989.02a
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    • pp.225-229
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    • 1989
  • Taking the normal mode transmission direction perpendicular to the substrate, an alternative equivalent network formulation is developed for the analysis of optical strip waveguides. All kinds of mode couplings between the normal modes are included in this formulation. Compared to the previous equivalent network formulations, the calculations are simplified especially when the thickness of the uniform slab is thin enough such that no well guided modes are available along the uniform slab waveguide.

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Management and Control Scheme for Next Generation Packet-Optical Transport Network (차세대 패킷광 통합망 관리 및 제어기술 연구)

  • Kang, Hyun-Joong;Kim, Hyun-Cheol
    • Convergence Security Journal
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    • v.12 no.1
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    • pp.35-42
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    • 2012
  • Increase of data traffic and the advent of new real-time services require to change from the traditional TDM-based (Time Division Multiplexing) networks to the optical networks that soft and dynamic configuration. Voice and lease line services are main service area of the traditional TDM-based networks. This optical network became main infrastructure that offer many channel that can convey data, video, and voice. To provide high resilience against failures, Packet-optical networks must have an ability to maintain an acceptable level of service during network failures. Fast and resource optimized lightpath restoration strategies are urgent requirements for the near future Packet-optical networks with a Generalized Multi-Protocol Label Switching(GMPLS) control plane. The goal of this paper is to provide packet-optical network with a hierarchical multi-layer recovery in order to fast and coordinated restoration in packet-optical network/GMPLS, focusing on new implementation information. The proposed schemes do not need an extension of optical network signaling (routing) protocols for support.

A Study on Heuristic Approaches for Routing and Wavelength Assignment in WDM All-Optical Networks (WDM 전광망에서 라우팅과 파장할당을 위한 휴리스틱 방법에 대한 연구)

  • Kim, Ki-Won;Chung, Young-Chul
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.38 no.8
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    • pp.19-29
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    • 2001
  • The recent explosion in the Internet applications, Internet. host number and the traffic in the IP backbone network is posing new challenges for transport network. This requires a high-speed IP backbone network that has a substantially higher bandwidth than the one offered by current networks, which prompts the development of all-optical network. To obtain optical network utilization gains, we need a software which establishs logical topology to make possible the efficient use or physical topology, and control the optical network in combination with the IP layer routing protocols. Finally, the logical topology is required higher efficient than physical topology. For this an efficient algorithm for the routing and wavelength assignment(RWA) in the WDM all-optical network is necessary. In this paper, two kinds of heuristic algorithms to establish logical topology for WDM networks and arc applied to the design of logical topology of domestic backbone network. These algorithms are found to work quite well and they arc compared with each other in terms of blocking rate, etc.

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Real-time Monitoring of Ethernet Passive Optical Network Using Burst-mode FBGs

  • Binh, Nguyen Khac;Choi, Su-il
    • Current Optics and Photonics
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    • v.4 no.3
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    • pp.186-192
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    • 2020
  • This paper describes a real-time monitoring system in Ethernet passive optical networks (EPON) that uses burst-mode fiber Bragg grating (FBG) optical sensors. The FBG interrogation unit in the optical line terminal (OLT) transmits the monitoring wavelength to optical network units (ONUs). The FBG sensor unit in each ONU returns a burst-mode monitoring signal to the OLT. As the system applies time division multiple access (TDMA), a uniform Bragg wavelength can be used to monitor the EPON system. The FBG interrogation unit analyzes the received burst-mode monitoring signals and outputs fault information on the ONU branches in EPON. The simulation results show the effectiveness of the proposed monitoring system based on TDMA. In addition, we compared the proposed TDMA-based monitoring system with a WDMA-based monitoring system.

Terabit WDM Optical Transmission System Technology (테라비트급 WDM 광전송시스템 기술)

  • Lee H.J.;Kwon Y.;Joo M.J.;Ko J.S.;Lee J.H.
    • 한국정보통신설비학회:학술대회논문집
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    • 2002.08a
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    • pp.135-136
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    • 2002
  • 테라비트급 WDM 광전송시스템은 채널당 10Gb/s의 전송속도를 갖는 채널을 파장분할다중하여 하나의 광섬유로 전송하는 시스템이다. 시스템의 주요 영역으로는 광을 송수신하는 광트랜스폰더, 다채널의 광신호를 다중/역다중 하는 광 다중화기/역다중화기, 광신호를 증폭하기 위한 광증폭기, 그리고 광분기 삽입기 등으로. 구성된다. 우리가 구성하는 테라비트급 WDM 광전송시스템은 구조 변경없이 TM 및 ADM 방식을 수용한다. 시스템의 신뢰성을 위해 종속망 절체 및 광학적 계층에서의 보호절체 방식으로 1+1 OCh 및 1+1 OMS 절체 기능을 선택적으로 수용할 수 있어 시스템 운영에 따라 효율적이고 경제적인 망 운영을 할 수 있다. 감시채널은 시스템 유지보수에 필요한 신호(PMI, FDI, BDI 등) 및 시스템 DCC용으로 되어 있으며, WDM 망에 적합한 감시 체계를 설계하였다.

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A Performance Evaluation on Optical Burst Switched Networks and Wavelength Routed Networks (광 버스트 스위칭 네트워크와 파장 라우팅 네트워크의 성능 비교)

  • 유명식;정연미;홍현하
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.28 no.5B
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    • pp.404-413
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    • 2003
  • Optical Internet consists of IP domain and optical (WDM) domain, where the wavelength routing (WR) and optical burst switching (OBS) are the promising switching technologies in the optical domain. In this paper, we perform the simulations on the WR network and the OBS network, and compare their performances. It is verified from our simulations that the OBS network performs better than the WR network when the same network resources are given.

New Path-Setup Method for Optical Network-on-Chip

  • Gu, Huaxi;Gao, Kai;Wang, Zhengyu;Yang, Yintang;Yu, Xiaoshan
    • ETRI Journal
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    • v.36 no.3
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    • pp.367-373
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    • 2014
  • With high bandwidth, low interference, and low power consumption, optical network-on-chip (ONoC) has emerged as a highly efficient interconnection for the future generation of multicore system on chips. In this paper, we propose a new path-setup method for ONoC to mitigate contentions, such as packets, by recycling the setup packet halfway to the destination. A new, strictly non-blocking $6{\times}6$ optical router is designed to support the new method. The simulation results show the new path-setup method increases the throughput by 52.03%, 41.94%, and 36.47% under uniform, hotspot-I, and hotspot-II traffic patterns, respectively. The end-to-end delay performance is also improved.