• 제목/요약/키워드: Traffic light control

검색결과 103건 처리시간 0.024초

Wireless Traffic Light using Artificial Intelligence

  • Hong, You-Sik;Kim, Chong-Soo;Kim, Chang-Kyun
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제3권2호
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    • pp.251-257
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    • 2003
  • In this paper, we wish to construct a optimal traffic cycle using wire remote control. if police vehicle or ambulance suddenly enter the traffic Intersection, it will increase the traffic accident. In this paper, wireless traffic light use the radio traffic control signal and research about the hardware manufacture to check special detectors on urgency vehicles may safety and rapidly enter traffic intersection. Also, this paper present a traffic signal control conditions that analyzes different traffic intersection flows in cases of saturated flows, where the real traffic volume demand is large and the capacity constraints of bottlenecks have significant effects on the flow patterns. Through computer simulation this wireless traffic light has been proven to be much more safety and efficient than fixed traffic signal light which does not consider emergency vehicles for safety escort.

Wireless Traffic Signal Light using Fuzzy Rules

  • Hong YouSik;Lu Wei-Ming;Yi JaeYoung;Yi CheonHee
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2004년도 ICEIC The International Conference on Electronics Informations and Communications
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    • pp.365-370
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    • 2004
  • In this paper, we wish to construct a optimal traffic cycle using wire remote control. if police vehicle or ambulance suddenly enter the traffic intersection, it will increase the traffic accident. In this paper, wireless traffic light use the radio traffic control signal and research about the hardware manufacture to check special detectors on urgency vehicles may safety and rapidly enter traffic intersection. Also, this paper present a traffic signal control conditions that analyzes different traffic intersection flows in cases of saturated flows, where the real traffic volume demand is large and the capacity constraints of bottlenecks have significant effects on the flow patterns. Through computer simulation this wireless traffic light has been proven to be much more safety and efficient than fixed traffic signal light which does not considering emergency vehicles for safety escort.

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교차로에서 원활한 교통 흐름 지원을 위한 VANET 기반 동적인 교통 신호등 제어 기법 (Dynamic Traffic Light Control Scheme Based on VANET to Support Smooth Traffic Flow at Intersections)

  • 차시호;이종언;류민우
    • 디지털산업정보학회논문지
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    • 제18권4호
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    • pp.23-30
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    • 2022
  • Recently, traffic congestion and environmental pollution have occurred due to population concentration and vehicle increase in large cities. Various studies are being conducted to solve these problems. Most of the traffic congestion in cities is caused by traffic signals at intersections. This paper proposes a dynamic traffic light control (DTLC) scheme to support safe vehicle operation and smooth traffic flow using real-time traffic information based on VANET. DTLC receives instantaneous speed and directional information of each vehicle through road side units (RSUs) to obtain the density and average speed of vehicles for each direction. RSUs deliver this information to traffic light controllers (TLCs), which utilize it to dynamically control traffic lights at intersections. To demonstrate the validity of DTLC, simulations were performed on average driving speed and average waiting time using the ns-2 simulator. Simulation results show that DTLC can provide smooth traffic flow by increasing average driving speed at dense intersections and reducing average waiting time.

제설 기능을 갖는 LED 신호등 렌즈 개발 (Development of LED Traffic Light Lens with snow removing function)

  • 이동은;설동열
    • 디지털산업정보학회논문지
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    • 제13권4호
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    • pp.41-48
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    • 2017
  • It is necessary to develop an LED traffic light lens having a snow removal function capable of clearly providing a traffic signal to the driver even when a traffic light is blurred due to heavy snow and wind in the winter season. This study is focused on the research and development of the traffic light lens in the process of developing the LED traffic light with the snow removal function. In the developed traffic light lens, instead of attaching the film heater, the coated nichrome wire was wound into a coil shape and inserted directly into the groove in the lens. The developed heater system facilitates the insertion of the heating wire with high elasticity into a curved lens and can provide a sufficient heat without deformation of the PC lens. The proposed traffic lights were tested in various external environments and the test results showed that complete snow removal is possible without tunnel effect.

3구신호등 제어용 교통신호제어기 개발 (Development of a Traffic Signal Controller for the Tri-light Traffic Signal)

  • 한원섭;고광용;허낙원;이철기;하동익;이병철
    • 한국ITS학회 논문지
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    • 제9권5호
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    • pp.49-58
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    • 2010
  • 현재 국내에서 사용되는 교통신호제어기는 4구신호등(적색, 황색, 녹화살표, 녹색) 체계로 개발된 "경찰청 교통신호제어기 표준규격"을 따르고 있으나, 국가정책에 따라 3구신호등체계로 바뀌어 운영될 예정에 있다. 이에 따라 본 연구에서는 기존 4구신호등 체계로 개발된 표준규격 교통신호제어기를 3구신호등(적색, 황색, 녹색) 체계에 맞도록 신호등기부를 개선하는 방법으로 3구신호등용 교통신호제어기를 설계 개발하였다. 등기구동장치(LSU)는 2조의 3색 R-Y-G 출력스위치를 가져 총 6개의 출력용량을 갖도록 개선되었다. 이동류별 및 교통수단별(차량, 버스, 자전거, 보행) 3색 신호를 부여하기 위해 최대 16개까지 등기구동장치(LSU)를 수용하여 총 96개의 출력 용량을 갖도록 버스체계가 개선되었다. 최대 32개까지 늘어난 적색 등 점멸제어를 위해 점멸기(FLASHER) 장치를 개선하였다. 소프트웨어 부문에서는 지역제어기와 센터시스템 간 통신규약이 개선 되었으며, 3구신호등 체계의 LSU에 적합한 새로운 시그널맵 코드체계를 부여하였다. 개발된 3구신호등 제어용 교통신호기에 대해 프로토콜 운전, 원격제어기능, 제어모드별 운전기능을 각각 시험하였으며, 테스트 결과 모두 정상적으로 동작하였다.

차량용 신호등의 형태적 특징과 연속 영상내의 위치 정보를 이용한 신호등 검출 (Traffic Light Detection Using Morphometric Characteristics and Location Information in Consecutive Images)

  • 조평근;이준웅
    • 제어로봇시스템학회논문지
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    • 제21권12호
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    • pp.1122-1129
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    • 2015
  • This paper suggests a method of detecting traffic lights for vehicles by combining the HSV(hue saturation value) color model, morphometric characteristics, and location information appearing on consecutive images in daytime. In order to detect the traffic light, the color corresponding to the signal lights should be explored. It is difficult to detect traffic lights among colors of lights from buildings, taillight of cars, leaves, placards, etc. The proposed algorithm searches for the traffic lights from many candidates using morphometric characteristics and location information in consecutive images. The recognition process is divided into three steps. The first step is to detect candidates after converting RGB channel into HSV color model. The second step is to extract the boundaries between the housing of traffic lights and background by exploiting the assumption that the housing has lower brightness than the surrounding background. The last step is to recognize the signal light after eliminating the false candidates using morphometric characteristics and location information appearing on consecutive images. This paper demonstrates successful detection results of traffic lights from various images captured on the city roads.

Real-Time Stochastic Optimum Control of Traffic Signals

  • Lee, Hee-Hyol
    • Journal of information and communication convergence engineering
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    • 제11권1호
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    • pp.30-44
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    • 2013
  • Traffic congestion has become a serious problem with the recent exponential increase in the number of vehicles. In urban areas, almost all traffic congestion occurs at intersections. One of the ways to solve this problem is road expansion, but it is difficult to realize in urban areas because of the high cost and long construction period. In such cases, traffic signal control is a reasonable method for reducing traffic jams. In an actual situation, the traffic flow changes randomly and its randomness makes the control of traffic signals difficult. A prediction of traffic jams is, therefore, necessary and effective for reducing traffic jams. In addition, an autonomous distributed (stand-alone) point control of each traffic light individually is better than the wide and/or line control of traffic lights from the perspective of real-time control. This paper describes a stochastic optimum control of crossroads and multi-way traffic signals. First, a stochastic model of traffic flows and traffic jams is constructed by using a Bayesian network. Secondly, the probabilistic distributions of the traffic flows are estimated by using a cellular automaton, and then the probabilistic distributions of traffic jams are predicted. Thirdly, optimum traffic signals of crossroads and multi-way intersection are searched by using a modified particle swarm optimization algorithm to realize real-time traffic control. Finally, simulations are carried out to confirm the effectiveness of the real-time stochastic optimum control of traffic signals.

A Fuzzy Traffic Controller Considering the spillback on the Multiple Crossroads

  • Kim, Young-Sik
    • 한국지능시스템학회논문지
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    • 제13권6호
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    • pp.722-728
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    • 2003
  • In this paper, we propose a fuzzy traffic controller of Sugeno`s fuzzy model so as to model the nonlinear characteristics of controlling the traffic light. It use a degree of the traffic congestion of the preceding roads as an input so that it can cope with traffic congestion appropriately, which causes the loss of fuel and our discomfort. First, in order to construct fuzzy traffic controller of Sugeno`s fuzzy model, we model the control process of the traffic light by using Mamdani`s fuzzy model, which has the uniform membership functions of the same size and shape. Second, we make Mamdani`s fuzzy model with the non-uniform membership functions so that it can exactly reflect the knowledge of experts and operators. Last, we construct the fuzzy traffic controller of Sugeno`s fuzzy model by learning from the input/output data, which is retrieved from Mamdani`s fuzzy model with the non-uniform membership functions. We compared and analyzed the fixed traffic light controller, the fuzzy traffic controller of Mamdani`s fuzzy model and the fuzzy traffic controller of Sugeno`s fuzzy model by using the delay time and the proportion of the entered vehicles to the occurred vehicles. As a result of comparison, the fuzzy traffic controller of Sugeno`s fuzzy model showed the best performance.

Zigbee를 이용한 보안등, 신호등 제어기 구현 (Implementation of a New Guard Lamp and Traffic Light Controller Using Zigbee)

  • 송재열;유명환;박두수;박성모
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2008년도 하계종합학술대회
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    • pp.637-638
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    • 2008
  • In this paper, we describe a new guard lamp and traffic light controller using Zigbee one of near field communication. It can control guard lamp and traffic light system by wireless system. Also, it can definite in the sever system New guard lamp and traffic light using zibee system improved for waste power, an accident and management condition.

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Fuzzy Traffic Controller of Sugeno′s Model

  • Kim, Young-Sik;Lee, Jae-Hoon;Park, Wan-Kyoo;Lee, Sung-Joo
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2003년도 ISIS 2003
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    • pp.664-667
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    • 2003
  • We propose a frizzy traffic controller of Sugeno's fuzzy model so as to model the nonlinear characteristics of controlling the traffic light. It uses a degree of the traffic congestion of the preceding roads as an input so that it can cope with traffic congestion appropriately, which causes the loss of fuel and our discomfort. In order to construct fuzzy traffic controller of Sugeno's fuzzy model we first model the control process of the traffic light by using Mamdani's fuzzy model, which has the uniform membership functions of the same size and shape. Next we make Mamdani's fuzzy model with the non-uniform membership functions so that it can exactly reflect the knowledge of experts and operators. Lastly, we construct the fuzzy traffic controller of Sugeno's fuzzy model by learning from the input/output data, which is retrieved from Mamdani's fuzzy model with the non-uniform membership functions. We compared and analyzed the service level of the traffic light controllers by using the delay time. As a result of comparison, the fuzzy traffic controller of Sugeno's fuzzy model shows the best service level of them.

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