• Title/Summary/Keyword: 최적경로선택

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Development of User Customized Path Finding Algorithm for Public Transportation Information (대중교통 정보제공을 위한 맞춤형 경로탐색 알고리즘 개발)

  • Shin, Sung Il;Park, Je Jin;Lee, Jong Chul;Ha, Tae Jun
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.28 no.3D
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    • pp.317-323
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    • 2008
  • Mass transit information can contribute many benefits to users. Especially, transportation information technology is developing highly with information technology in Korea recently. Hereafter, it is expected to give customized transportation information to users individually with the advent of ubiquitous age in earnest. This public transportation information service can be realized by path finding algorithm in public transportation networks including travel and transfer attributes. In this research, constraints are constructed with the primary facts influencing users. Moreover, the method reducing user's path finding condition arbitrarily is proposed by making the maximum value as variables. In this study, transfer frequency, total travel time, seat confirmation, transfer time and travel time become constraint condition based on k path finding algorithm considering service time constraint condition. Moreover, case study about user customized transfer information is performed in Seoul and metropolitan subway networks.

K-th Path Search Algorithms with the Link Label Correcting (링크표지갱신 다수경로탐색 알고리즘)

  • Lee, Mee-Young;Baik, Nam-Cheol;Choi, Dae-Soon;Shin, Seong-Il
    • Journal of Korean Society of Transportation
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    • v.22 no.2 s.73
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    • pp.131-143
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    • 2004
  • Given a path represented by a sequence of link numbers in a graph, the vine is differentiated from the loop in a sense that any link number can be visited in the path no more than once, while more than once in the loop. The vine provides a proper idea on complicated travel patterns such as U-turn and P-turn witnessed near intersections in urban transportation networks. Application of the link label method(LLM) to the shortest Path algorithms(SPA) enables to take into account these vine travel features. This study aims at expanding the LLM to a K-th path search algorithm (KPSA), which adopts the node-based-label correcting method to find a group of K number of paths. The paths including the vine type of travels are conceptualized as drivers reasonable route choice behaviors(RRCB) based on non-repetition of the same link in the paths, and the link-label-based MPSA is proposed on the basis of the RRCB. The small-scaled network test shows that the algorithm sequence works correctly producing multiple paths satisfying the RRCB. The large-scaled network study detects the solution degeneration (SD) problem in case the number of paths (K) is not sufficient enough, and the (K-1) dimension algorithm is developed to prevent the SD from the 1st path of each link, so that it may be applied as reasonable alternative route information tool, an important requirement of which is if it can generate small number of distinct alternative paths.

A Fast Multipoint-to-Point LSP Traffic Engineering for Differentiated Service in MPLS Networks (MPLS 망에서 차별화 된 서비스를 제공하기 위한 빠른 Multipoint-to-Point LSP 결정 방식)

  • Kim, Seong-Gwan;Jo, Yeong-Jong
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.39 no.5
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    • pp.232-242
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    • 2002
  • In a MPLS(Multiprotocol Label Switching) network, it is important to reduce the number of labels and LSP(Lable Switched Path)s for network resource management. MTP(Multipoint-to-Point) LSP can be used to solve this problem. In consideration of traffic engineering, MTP LSP must be chosen to enhance the availability of network and link utilization. Also, a fast mechanism to setup MTP LSPs is required for rerouting capability against link failure. In this paper, we propose a fast MTP LSP traffic engineering of multipath MTP LSP by using a mapping of a MTP LSP upon Diffserv PHBs(Per Hop Behavior) in a Diffserv-capable MPLS network. In the proposed traffic engineering, we determine multiple MTP LSPs in a hierarchical manner according to the characteristics of different services. By using Monte-Carlo method for traffic load balancing process, it provides fast rerouting capability in case of frequent link failure across large network. Out method produces to be nearly optimal within reasonable run-times. It's time complexity is in O( Cn$^2$logn) as conventional multipath routing and it is much faster than Linear Programming approach. Simulation results show that the proposed traffic engineering can be controlled effectively in an administrative manner and enhance the availability of network in comparison with conventional multipath routing.

Relay Selection Algorithm for Two-way Multiple Relay Channels (양방향 다중 중계기 채널에서의 중계기 선택 기법)

  • Kang, Yoo-Keun;Lee, Jae-Hong
    • Journal of Broadcast Engineering
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    • v.14 no.2
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    • pp.134-143
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    • 2009
  • In this paper, we propose a new relay selection algorithm for a two-way multiple relay channel. In the two-way multiple relay channel, two users exchange information with each other via multiple relays. The relays use a decode-and-forward or amplify-and-forward protocol, and exploit the combining process of the received packets to reduce the required channel resources. In the multiple relay network, diversity gain is achieved as the number of relays increases, and various schemes are proposed. In this paper, we propose a single best relay selection scheme based on instantaneous channel conditions. First of all, relays obtain the instantaneous channel state information in the handshaking process, and a single best relay is selected in a distributed methods prior to data transmissions. The relay selection metric is proposed so that the end-to-end channel condition is evaluated based on the intantaneous channel state informations. Simulation results show that the proposed relay selection algorithm achieve the increased throughput and diversity order when the number of potential relays is increased.

Cross-Layer Protocol Design for Effective Video Transmission in Wireless Ad hoc Networks (무선 에드 혹 네트워크에서 비디오 전송에 효율적인 Cross-Layer 프로토콜 설계)

  • Seo Jee-Young;Cho Eun-Hee;Yoo Sang-Jo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.2A
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    • pp.144-153
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    • 2006
  • In this paper, we propose an efficient video data transmission protocol using the cross-layer approach in ad hoc networks. Due to node movement, the MANET is frequently changing path and each path has different transmission rate so that it has low performance when transmitters select a constant transmission late at the encoding time. Because MANET is running limited energy, efficient energy management is important because it increases network life time and network throughput. Therefore we need an effective video transmission method that considers physical layer channelstatistics, node's energy status, and network topology changes at the same time unlike the OSI recommendation protocol in that each layer isindependent and hard to transmit adaptively video data according to the network conditions. Therefore, in this paper we propose a cross-layer effective video transmission protocol and mechanism that can select an optimal path using multilayer information such as node's residual energy, channel condition and hop counts and can determine the adequate coding rate adaptively.

Goal-Directed Reinforcement Learning System (목표지향적 강화학습 시스템)

  • Lee, Chang-Hoon
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.10 no.5
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    • pp.265-270
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    • 2010
  • Reinforcement learning performs learning through interacting with trial-and-error in dynamic environment. Therefore, in dynamic environment, reinforcement learning method like TD-learning and TD(${\lambda}$)-learning are faster in learning than the conventional stochastic learning method. However, because many of the proposed reinforcement learning algorithms are given the reinforcement value only when the learning agent has reached its goal state, most of the reinforcement algorithms converge to the optimal solution too slowly. In this paper, we present GDRLS algorithm for finding the shortest path faster in a maze environment. GDRLS is select the candidate states that can guide the shortest path in maze environment, and learn only the candidate states to find the shortest path. Through experiments, we can see that GDRLS can search the shortest path faster than TD-learning and TD(${\lambda}$)-learning in maze environment.

Optimal Route Discovery System for Emergency Escape from Disaster Situations (재난 상황 시 탈출을 위한 최적 경로 탐색 시스템)

  • Kang, Moo-Bin;Joo, Yang-Ick
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2016.05a
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    • pp.448-449
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    • 2016
  • Enlargement and complexification of current structures increase the expected casualty in case of accident in those e.g., fire. In that case, there only have been basic instructions such as announcement of that situation, alarm bell, exit signs, etc. but any guidance to lead to proper escape route was not been provided so far. To tackle the problem, several schemes have been proposed. However, various risk factors were not considered and route discovery performance must be improved to be applied to structures. Therefore, this paper proposes an optimal route discovery system for emergency escape from disaster situations which takes into account various possible risk factors and enhances the searching efficiency by using the $A^{\ast}$ algorithm. Performance evaluation by computer simulation shows that the proposed scheme effectively leads to safe escape route.

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Multicast Routing Protocol in Mobile Networks (이동네트워크 환경에서의 멀티캐스트 라우팅 프로토콜)

  • Sin, Hui-Suk;Seo, Yeong-Ju;An, Seong-Ok
    • Journal of KIISE:Information Networking
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    • v.27 no.4
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    • pp.418-428
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    • 2000
  • 이동호스트를 지원하는 네트워크에서의 멀티캐스트 라우팅은 그룹 멤버의 빈번한 위치 변화를 가져와서 기존의 고정 호스트를 기본으로 설계된 멀티캐스트 라우팅 프로토콜을 적용할 경우 많은 문제점을 발생시킨다. 이런점에서 Mobile-IP를 유니캐스트 라우팅 방식으로 사용하는 이동환경에서의 이동호스트를 위한 몇가지 멀티캐스팅 방법이 제시되었으나 이 방법들 또한 비최적 경로로의 데이터 전송, 비효율적인 데이터 중복 전송, 그리고 빈번한 멀티캐스트 트리의 재구성으로 인한 오버헤드 등의 문제점을 가지고 있다. 따라서 본 논문에서는 이런 문제점들을 구찰하고 이 문제점들을 보와하는 효과적인 멀티캐스트 라우팅 프로토콜을 제안하고자 한다. 제시하는 프로토콜은 Mobile-IP를 사용하는 이동호스트에게 멀티캐스트 서비스를 지원하는 멀티캐스트 에이전트와 이들 멀티캐스트 에이전트들 중에서 선택된 멀티캐스트 포워더를 이용하여 동작한다 이동호스트는 이웃한 멀티캐스트 포워더로부터 데이터를 터널링받거나 또는 로컬네트워크에 위치한 멀티캐스트 라우터로부터 멀티캐스트 데이터를 직접전송받게 된다. 따라서 멀티캐스트 데이터의 전송 경로를 단축시키고 중복되는 데이터 및 터널링으로 전송되는 데이터를 감소시킴으로써 전체 네트워크 트래픽량을 줄이는 효과를 얻을 수 있다. 제시하는 프로토콜의 성능은 다양한 환경의 시뮬레이션을 통하여 확인해 본다.

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Performance Analysis of Adaptive Bitloading Algorithm in MIMO-OFDM Systems (MIMO-OFDM 시스템에서 적응비트로딩 알고리즘의 성능평가)

  • Lee Min-Hyouck;Byon Kuk-Sik
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.10 no.4
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    • pp.752-757
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    • 2006
  • In the case of the requirement of high speed transmission, OFDM is a powerful technique employed in communications systems suffering from frequency selective fading. In this paper, we apply an optimal adaptive bitloading algorithm technique. The BER performance of the fixed-rate SISO and adaptive SISO is simulated. Specially, we can decompose the MIMO channel into the SISO channel by making use of the singular value decomposition(SVD) assuming channel knowledge in a multipath environment. As a results of simulation, we confirmed that the BER enhancement of MIMO-OFDM system with the bitloadins algorithm was superior to the SISO-OFDM system.

Power based Routing Scheme for wireless sensor networks (무선 센서네트워크에서의 전력기반 라우팅기법)

  • Ernest, Mugisha;Lee, Geun-Soo;Kim, Namho;Yu, Yun-Seop;Park, Hyung-Kun
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2015.10a
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    • pp.657-658
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    • 2015
  • In an wireless sensor network, energy efficient routing protocol is important for multi-hop transmission because senor nodes are powered by battery. In multi-hop transmission, specifice nodes are used and the battery power becomes low, it induce the asymetric remaining power among the nodes and makes the network lifetime reduced. In this paper, we propose a power-aware routing protocol which determines the routing path considering the remaining power of the nodes. Simulation results shows that the proposed routing scheme minimize the transmission delay and increase the network lifetime.

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