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Study on the Operational Effect of Real-time Traffic Signal Control Using the Data from Smart Instersections (스마트교차로 데이터를 활용한 실시간 교통신호제어 운영 효과 분석)

  • Sangwook Lee;Bobae Jeon;Seok Jin Oh;Ilsoo Yun
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.22 no.4
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    • pp.48-62
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    • 2023
  • Recently, smart intersections have been installed in many intelligent transportation system projects, but few cases use them for traffic signal operations besides traffic volume collection and statistical analysis. In order to respond to chronic traffic congestion, it is necessary to implement efficient signal operations using data collected from smart intersections. Therefore, this study establishes a procedure for operating a real-time traffic signal control algorithm using smart intersection data for efficient traffic signal operations and improving the existing algorithm. Effect analysis confirmed that intersection delays are reduced and the section speed improves when the offset is adjusted.

A Fuzzy Traffic Controller with Asymmetric Membership Functions (비대칭적인 소속 함수를 갖는 퍼지 교통 제어기)

  • Kim, Jong-Wan;Choi, Seung-Kook
    • The Transactions of the Korea Information Processing Society
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    • v.4 no.10
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    • pp.2485-2492
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    • 1997
  • Nowadays the traffic conditions have been getting worse due to continuous increase in the number of vehicles. So it has become more important to manage traffic signal lights efficiently. Recently fuzzy logic is introduced to control the cycle time of traffic lights adaptively. Conventional fuzzy logic controller adjusts the extension time of current green phase by using the fuzzy input variables such as the number of entering vehicles at the green light and the number of waiting vehicle during the red light. However this scheme is inadequate for an intersection with variable traffic densities. In this paper, a new FLC with asymmetric membership functions that reflects more exactly traffic flows than other FLCs with symmetric ones regardless of few control rules is propsed. The effectiveness of the proposed method was shown through simulation of a single intersection. The experimental results yielded the superior performance of the proposed FLC in terms of the average delay time, the number of passed vehicles, and the degree of saturation.

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An Analysis on Signal Control Efficiency in a Three-Leg Intersection Adopting Pedestrian Push-Button System Following Pedestrian volume (3지 교차로에서 보행자 교통량에 따른 보행자작동신호기를 이용한 신호제어효율에 관한 분석)

  • Kim, Eung-Cheol;Cho, Han-Seon;Jung, Dong-Woo;Kim, Hyoung-Soo
    • International Journal of Highway Engineering
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    • v.11 no.3
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    • pp.121-128
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    • 2009
  • This study has proposed the signal operating system to use both semi-actuated signal control and pedestrian push-button as a way to make up for the problems of 3 leg intersections which are operated inefficiently in the signal operation, one of the methods of traffic operations. In case of the semi-actuated signal control, it can reduce delay inside the intersection by serving to uncongested traffic on the main road where there is not much traffic volume on the secondary road and push-button signal can reduce unnecessary waiting time it could happen to vehicles by operating it though there is no pedestrian. Quantitative analysis was tried regarding the average delay reduction per vehicle using VISSIM, microscopic simulation program regarding how much effect it has compared with the existing signal control system and semi-actuated signal control system when the above two advantages are collected. The field test was performed for one three-leg intersection of Incheon. According to respectively signal control method pedestrian traffic changed and executed a sensitivity analysis. The result which compares the average delay time per a vehicle of scenarios, the signal control method of using the pedestrian push-button system in comparison with the fixed signal control method showed to decrease effect of a minimum 3.7 second (10%), a maximum 5.8 second (16%). When the pedestrian traffic volume was 20% or less of the measurement traffic volume, The signal control method of using the pedestrian push-button system appeared to be more efficient the semi-actuated signal control with object intersection.

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A Study on Fuzzy Traffic Signal control using Analytic Hierarchy Process (계층분석 방법을 이용한 퍼지 교통 신호 제어에 관한연구)

  • 이상훈
    • Journal of the Korean Institute of Intelligent Systems
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    • v.10 no.2
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    • pp.83-93
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    • 2000
  • This paper proposes the use of the analytic hierarchy process(AHP) controller for obtaining optimal cycle time of traffic intersection signal. By means of simulations that have data from expert traffic estimators, the performance of AHP controller is compared with a fixed-time controller and fuzzy controller. A simulation was executed using data obtained from many expert interviewer of Ansan City hall rotary. The principal issue is how AHP controller algorithm can aid traffic signal supervisor to construct an expert system for traffic intersection signal control. This paper has two steps: (I) we shall present a new methodology based on the work of Satty for calculating a scale of importance of each of the objectives, (2) we also consider that the human's decision mechanism is represented by approximating reasoning where the fuzzy integral is used.

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Application and Evaluation of a Traffic Signal Control Algorithm based on Travel Time Information for Coordinated Arterials (연동교차로를 위한 통행시간기반 신호제어 알고리즘의 현장 적용 및 평가)

  • Jeong, Yeong-Je;Kim, Yeong-Chan
    • Journal of Korean Society of Transportation
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    • v.27 no.5
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    • pp.179-187
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    • 2009
  • This study develops a real-time signal control algorithm based on sectional travel times and includes a field test and evaluation. The objective function of the signal control algorithm is the equalization of delay of traffic movements, and the main process is calculating dissolved time of the queue and delay using the sectional travel time and detection time of individual vehicles. Then this algorithm calculates the delay variation and a targeted red time and calculates the length of the cycle and phase. A progression factor from the US HCM was applied as a method to consider the effect of coordinating the delay calculation, and this algorithm uses the average delay and detection time of probe vehicles, which were collected during the accumulated cycle for a stabile signal control. As a result of the field test and evaluation through the application of the traffic signal control algorithm on four consecutive intersections at 400m intervals, reduction of delay and an equalization effect of delay against TOD control were confirmed using the standard deviation of delay by traffic movements. This study was conducted to develop a real-time traffic signal control algorithm based on sectional travel time, using general-purpose traffic information detectors. With the current practice of disseminating ubiquitous technology, the aim of this study was a fundamental change of the traffic signal control method.

A Study on Active Priority Control Strategy for Traffic Signal Progression of Tram (트램의 연속통행을 위한 능동식 우선신호 전략 연구)

  • Lee, In-Kyu;Kim, Young-Chan
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.13 no.3
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    • pp.25-37
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    • 2014
  • Recently, our local governments are conducting the introduction of tram system because it is recognized as an effective public transit that can solve a traffic jam in downtown, decreasing public transit share and environmental issues in world wide cities. We developed the Active Priority Control Strategy to efficiently operate a tram in our existing traffic signal system. This study organized the tram system for operating the Active Priority Signal Control, developed the algorithm that calculates a tram-stop dwell time in order to pass the downstream intersection without a stop. The dwell time is determined by arrival time at tram-stop, downstream signal time, and the location of a opposite tram, it can be reduced by choosing the optimal one among Signal Priority Controls. Using the VISSIM and VISVAP model, we conducted a simulation test for the city of Chang-won that it is expected to install a tram system. It showed that a developed signal control strategy is effective to prevent a tram's stop in intersections, to reduce a tram's travel time.

A Study on Efficiency of the Real Time Signal Control Algorithm (첨단 신호제어 알고리즘의 효율성에 관한 연구(배분 녹색시간과 대기행렬 수요의 비교를 중심으로))

  • 문형택;김종학
    • Proceedings of the KOR-KST Conference
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    • 1998.10b
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    • pp.275-284
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    • 1998
  • 신호화 교차로는 한정된 시간 자원을 각 접근로별로 서로 다른 수요에 적절하게 효과적으로 배분함으로써 그 운영효율이 극대화될 수 있다. 현재 서울시 기존 전자신호시스템은 검지기체계를 갖추고 있으나 주로 시간대별 제어방식(TOD제어)을 사용하고 있다. 이에 대한 대안으로 실시간 교차로신호제어시스템인 이른바 첨단신호시스템이 개발되어 서울시 강남지역 61개소에서 시범운영중에 있다. 첨단신호시스템은 접근로별 수요에 따라 녹색시간을 배분하는 방식을 적용하고 있는데, 본 논문에서는 첨단신호시스템의 운영효율성을 평가하기 위하여 실제 교통수요와 운영녹색시간을 비교·분석하였다. 그 결과로 얻은 결론은 다음과 같다. 첫째, 방출차량에 의한 포화도의 비율을 고려하여 주기 및 녹색시간을 결정하는 첨단신호제어시스템의 알고리즘은 비포화시 직진이동류에 대한 녹색시간은 수요에 비해 과대산출운영되고 있다. 둘째, 좌회전의 경우 대기차량의 패턴이 불규칙할 때, 실시간 녹색시간제어기능이 미흡하다. 따라서, 향후에는 교통수요를 고려할 수 있는 알고리즘의 보다 심도있는 연구·개발이 요구되며, 또한 비포화 상황이 아닌 과포화 상황에도 적용될 수 있는 알고리즘의 개발이 이루어져야할 것으로 보인다.

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Position Control of Linear Motor by Using Enhanced Cross-Coupling Algorithm (개선된 교차축 연동제어기를 이용한 리니어 모터의 위치제어)

  • Han, Sang-Oh;Huh, Kun-Soo
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.34 no.3
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    • pp.369-374
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    • 2010
  • Linear motors are easily affected by load disturbances, force ripples, friction, and parameter variations because there are no mechanical transmissions that can reduce the effects of model uncertainties and external disturbance. In this study, a nonlinear adaptive controller to achieve high-speed/high-accuracy position control of a two-axis linear motor is designed. The operation of this controller is based on a cross-coupling algorithm. Nonlinear effects such as friction and force ripples are estimated and compensated for. An enhanced cross-coupling algorithm is proposed for effectively improving the biaxial contour accuracy while achieving closed-loop stability. The proposed controller is evaluated by performing computer simulations.

Unfolding of Virtual Endoscopy Using Ray Template (광선 템플릿을 이용한 가상 대장 내시경에서의 펼친 영상 생성)

  • Lee Hye-Jin;Shin Byeong-Seok
    • Proceedings of the Korean Information Science Society Conference
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    • 2005.07a
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    • pp.691-693
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    • 2005
  • 가상 내시경 기법 중 하나 펼친 영상 가시화(unfold rendering) 기법은 장기 내부를 펼쳐서 본 영상을 제공함으로써 장기의 내부 구조와 병변의 유무를 쉽게 판단할 수 있도록 해준다. 가장 일반적으로 사용하는 원형 광선 투사법은 곡률이 급격하게 변하는 경우에 광선들이 교차하여 병변이 두 개로 나타나는 문제가 발생할 수 있다. 본 논문에서는 경로의 제어점을 따라 광선 템플릿을 적용하여 적은 비용으로 펼친 영상을 생성하는 방법을 제안한다. 우선 중심 경로의 제어점들에서 곡률을 계산하여 곡률에 해당하는 광선 템플릿을 적용하여 광선 원뿔(ray Cone)을 구한다. 그리고 생성된 광선 원뿔간의 교차 검사와 보정을 통해 이들이 서로 교차하지 않도록 조정한다. 제어점들 사이의 샘플점들은 앞서 구한 제어점에서의 광선 투사 위치로부터 다음 제어점에서의 투사 위치를 잇는 선분을 보간하여 광선 투사 방향을 결정하게 된다. 마지막으로 계산된 방향에 따라 광선을 투사하여 영상을 생성한다.

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