• Title/Summary/Keyword: Vehicle Network

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Neuro-Fuzzy control of converging vehicles for automated transportation systems (뉴로퍼지를 이용한 자율운송시스템의 차량합류제어)

  • Ryu, Se-Hui;Park, Jang-Hyeon
    • Journal of Institute of Control, Robotics and Systems
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    • v.5 no.8
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    • pp.907-913
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    • 1999
  • For an automated transportation system like PRT(Personal Rapid Transit) system or IVHS, an efficient vehicle-merging algorithm is required for smooth operation of the network. For management of merging, collision avoidance between vehicles, ride comfort, and the effect on traffic should be considered. This paper proposes an unmanned vehicle-merging algorithm that consists of two procedures. First, a longitudinal control algorithm is designed to keep a safe headway between vehicles in a single lane. Secondly, 'vacant slot and ghost vehicle' concept is introduced and a decision algorithm is designed to determine the sequence of vehicles entering a converging section considering energy consumption, ride comfort, and total traffic flow. The sequencing algorithm is based on fuzzy rules and the membership functions are determined first by an intuitive method and then trained by a learning method using a neural network. The vehicle-merging algorithm is shown to be effective through simulations based on a PRT model.

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The study of Authorized / Unauthorized Vehicle Recognition System using Image Recognition with Neural Network (신경망 영상인식을 이용한 인가/비인가 차량 인식 시스템 연구)

  • Yoon, Chan-Ho
    • The Journal of the Korea institute of electronic communication sciences
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    • v.15 no.2
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    • pp.299-306
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    • 2020
  • Image recognition using neural networks is widely used in various fields. In this study, we investigated licensed / unlicensed vehicle recognition systems necessary for vehicle number recognition and control when entering and exiting a specific area. This system is equipped with the function of recognizing the image, so it checks all the information on the vehicle number and adds the function to accurately recognize the vehicle number plate. In addition, it is possible to check the vehicle number more quickly using a neural network.

Implementation of Inter-vehicle Communication System and Experiments of Longitudinal Vehicle Platoon Control via a Testbed

  • Kim, Tae-Min;Choi, Jae-Weon
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.711-716
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    • 2003
  • This study considers the implementation issues of the inter-vehicle communication system for the vehicle platoon experiments via a testbed. The testbed, which consists of three scale vehicles and one RCS(remote control station), is developed as a tool for functions evaluation between simulation studies and full-sized vehicle researches in the previous study. The cooperative communication of the vehicle-to-vehicle or the vehicle-to-roadside plays a key role for keeping the relative spacing of vehicles small in a vehicle platoon. The static platoon control, where the number of vehicles remains constant, is sufficient for the information to be transmitted in the suitably fixed interval, while the dynamic platoon control such as merge or split requires more flexible network architecture for the dynamical coordination of the communication sequence. In this study, the wireless communication device and the reliable protocol of the flexible network architecture are implemented for our testbed, using the low-cost, ISM band transceiver and the 8-bit microcontroller.

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Network-RTK GNSS for Land Vehicle Navigation Application (Network-RTK GPS 기반 자동차 정밀 위치 추정)

  • Woon, Bong-Young;Lee, Dong-Jin;Lee, Sang-sun
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.42 no.2
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    • pp.424-431
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    • 2017
  • These days land vehicle navigation system is a subject of great interest. The GNSS(Global Navigation Satellite System) is the most popular technology for out door positioning. However, The GNSS is incapable of providing high accuracy and reliable positioning. For that reason, we applied Network-RTK in vehicle to improve the accuracy of GNSS performance. In this network-RTK mode, the GNSS error are significantly decreased. In this paper, we explain ntrip client program for network-RTK mode and show the result of experiments in various environments.

Development of Dynamic ID Allocation Algorithm for Real-time Quality-of-Service of Controller Area Network (Controller Area Network 의 실시간 서비스 품질 향상을 위한 동적 ID 할당 알고리즘 개발)

  • Lee, Suk;Ha, Kyoung-Nam;Lee, Kyung-Chang
    • Journal of the Korean Society for Precision Engineering
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    • v.26 no.10
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    • pp.40-46
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    • 2009
  • Recently CAN (Controller Area Network) is widely used as an in-vehicle networking protocol for intelligent vehicle. The identifier field (ID) of CAN is used not only to differentiate the messages but also to give different priorities to access the bus. This paper presents a dynamic 10 allocation algorithm in order to enhance the real-time quality-of-service (QoS) performance. When the network traffic is increased, this algorithm can allocate a network resource to lower priority message without degradation of the real-time QoS performance of higher priority message. In order to demonstrate the algorithm's feasibility, message transmission delays have been measured with and without the algorithm on an experimental network test bed.

Case Study on the continuous pickup and delivery vehicle routing problem in Multi-level Logistic Network based on S automobile Part Logistics Process (다단계 물류 네트워크에서 A/S 부품 집화 및 배송이 연속적으로 발생하는 문제에 관한 사례연구 -자동차 부품 물류 프로세스를 중심으로-)

  • Song, Jun-Woo;Kim, Kyung-Sup;Jeong, Suk-Jae
    • Journal of the Korea Safety Management & Science
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    • v.15 no.2
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    • pp.193-204
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    • 2013
  • The growing logistics strategy of a company is to optimize their vehicle route scheduling in their supply chain system. It is very important to analyze for continuous pickups and delivery vehicle scheduling. This paper is a computational study to investigate the effectiveness of continuous pickups and delivery vehicle routing problems. These scheduling problems have 3 subproblems; Inbound Vehicle Routing Problem with Makespan and Pickup, Line-haul Network Problem, and Outbound Vehicle Routing Problem with Delivery. In this paper, we propose 5 heuristic Algorithms; Selecting Routing Node, Routing Scheduling, Determining Vehicle Type with Number and Quantity, and Modification Selecting Routing Node. We apply these Algorithms to S vehicle company. The results of computational experiments demonstrate that proposed methods perform well and have better solutions than other methods considering the basic time and due-date.

Performance Analysis of CAN-FD Based Network Against Network Topology (네트워크 토폴로지에 따른 CAN-FD 통신 영향성 분석)

  • Seo, Sukhyun
    • IEMEK Journal of Embedded Systems and Applications
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    • v.12 no.6
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    • pp.351-358
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    • 2017
  • The most common communication interface for automotive electronic control devices is CAN (Controller Area Network). Sine CAN was first adopted to Daimler vehicles in 1991, all of automobile manufacturers use the CAN communication for in-vehicle networks. However, as the number of electronic control devices connected to the CAN network rapidly increases, the CAN protocol reaches the limit of technology. To overcome this limitation, Bosch introduced the new communication protocol, that is CAN-FD (Flexible Data-rate). In this paper, we analyze the characteristics and limitations of CAN-FD communication according to the topology under the in-vehicle wiring harness environment designed based on the existing classic CAN communication.

Implementation and Verification of FlexRay Network System using Matlab/Simulink (매틀랩/시뮬링크 기반 플렉스레이 네트워크 시스템의 구현 및 검증)

  • Yoon, Seung-Hyun;Seo, Suk-Hyun;Hwang, Sung-Ho;Kwon, Key-Ho;Jeon, Jae-Wook
    • Journal of Institute of Control, Robotics and Systems
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    • v.16 no.7
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    • pp.655-660
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    • 2010
  • As increasing the number of Electronic Control Units in a vehicle, the proportion for reliability and stability of the software is going increasingly. Accordingly, the traditional CAN network has occurred the situation that the requirement of developing vehicle software is not sufficient. To solve these problems, the FlexRay network which is ensured the high bandwidth and real-time is generated. However it is difficult to implement FlexRay based application software because of complex protocol than traditional CAN network. Accordingly the system for analysis and verification of network state is needed. Also vehicle vendor develops application software using Matlab/Simulink in order to increase productivity. But this development method is hard to solve the network problem of node to node. Therefore this paper implements Matlab/Simulink based FlexRay network system and verifies it through comparing with existing embedded system.

Distance and Probability-based Real Time Transmission Scheme for V2V Protocol using Dynamic CW allocation (V2V 프로토콜에서 실시간 전송을 위한 동적 CW 할당 기법)

  • Kim, Soo-Ro;Kim, Dong-Seong;Lee, Ho-Kyun
    • Journal of the Institute of Electronics and Information Engineers
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    • v.50 no.2
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    • pp.80-87
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    • 2013
  • This paper proposes a CW (Contention window) allocation scheme for real-time data transmission of emergency data on VANET (Vehicle to vehicle Ad hoc Network, V2V) protocol. The proposed scheme reduces the probability of packet collisions on V2V protocol and provides bandwidth efficiency with short delay of emergency sporadic data. In the case of high density traffic, the proposed scheme provides a decrease of recollision probability using dynamic CW adjustments. For the performance analysis, a throughput, end-to-end delays, and network loads were investigated on highway traffic. Simulation results show the performance enhancements in terms of the throughput, end-to-end delays, and network loads.

Circular Ethernet-based In-Vehicle Network Protocol (링 형태의 이더넷 기반의 차량 내 네트워크 프로토콜)

  • Park, Pu-Sik;Cho, Jong-Chan;Yoon, Jong-Ho
    • Journal of Advanced Navigation Technology
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    • v.11 no.4
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    • pp.401-407
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    • 2007
  • This paper proposes the ethernet-based in-vehicle networking method for "body" and "multimedia" domains. The ethernet-based in-vehicle networking method should modify the topology and the layer 2 for traffic shaping. In this paper, we simulate the two ring networking systems, the Media Oriented Systems Transport (MOST) and the proposed system with the shaping by the network simulator 2 and evaluate each performance. In addition, we demonstrate the proposed networking system to exchange two kinds of traffic, i.e., QoS data and best-effort data, on the ring network constituting of three nodes. Finally this paper expects to substitute the ethernet-based in-vehicle network for the MOST in advance.

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