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A Study on Localization Methods for Autonomous Vehicle based on Particle Filter Using 2D Laser Sensor Measurements and Road Features (2D 레이저센서와 도로정보를 이용한 Particle Filter 기반 자율주행 차량 위치추정기법 개발)

  • Ahn, Kyung-Jae;Lee, Taekgyu;Kang, Yeonsik
    • Journal of Institute of Control, Robotics and Systems
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    • v.22 no.10
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    • pp.803-810
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    • 2016
  • This paper presents a study of localization methods based on particle filter using 2D laser sensor measurements and road feature map information, for autonomous vehicles. In order to navigate in an urban environment, an autonomous vehicle should be able to estimate the location of the ego-vehicle with reasonable accuracy. In this study, road features such as curbs and road markings are detected to construct a grid-based feature map using 2D laser range finder measurements. Then, we describe a particle filter-based method for accurate positional estimation of the autonomous vehicle in real-time. Finally, the performance of the proposed method is verified through real road driving experiments, in comparison with accurate DGPS data as a reference.

Analysis on the Residents' Attitude to Rural Village Road's Functions (농촌마을내부도로 수행가능 이용실태 분석)

  • Cho, Eun-Jung;Choi, Soo-Myung;Yang, So-Youl;Yang, Won-Sik;Park, Yong-Jin
    • Journal of Korean Society of Rural Planning
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    • v.16 no.3
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    • pp.131-141
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    • 2010
  • As a basic life-supporting infra in modem life, road should carry out various functions; transport, public linear network service, open activity space. Case study villages were divided into plan-based improved one(3 subtypes) and not one(4 subtypes). On total 21 case study villages($3{\times}7$ subtypes), questionnaire surveys were performed. Villagers' satisfaction level to road conditions in the plan-based improved villages showed much higher than not improved ones, which means that improvement of village roads be a vital subject in level-up of quality of rural life. Traffic function of village roads was responded as a principal one, while other various functions as between-villagers communication, car-parking and accommodation of public utilities were also required. In this viewpoint, village roads should be multi-purposedly developed in future. So, it was concluded that the road improvement strength would vary with geographical and topographical conditions of each village. Although villagers' unsatisfaction level on road service was very high, their demand level of and supporting will toward road improvement works have continuously increased, so, it would be considered to be the very time that full-fledged village road improvement policy be initiated.

BioPlace: A Web-Based Collaborative Environment for Effective Genome Research

  • Ahn, Geon-Tae;Kim, Jin-Hong;Kang, Kyung-Mi;Lee, Myung-Joon;Han, In-Seob
    • Journal of Microbiology and Biotechnology
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    • v.14 no.5
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    • pp.1081-1085
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    • 2004
  • Genome research has become very popular in most nations. In order to enhance the efficiency of collaboration among genome research groups, ways to store and share data, communicate with each other, be guided through right research strategies, and to easily use well-established databases. In addition, since techniques and softwares for genome research groups are well established, a similar research road map could commonly be applied. In this study, we developed a web-based work place for effective genome research, named 'BioPlace.' From the beginning of writing a proposal, research members can work on the same environment with convenient aid to share files or data. BioPlace provides various ways of collaboration methods among genome researchers. The BioPlace system supports two types of workplaces, namely 'Personal Workspace' and 'Team Workspace.' For each BioPlace user, a Persona] Workspace is provided, while a Team Workspace is provided for each group with the same purpose. In addition, BioPlace provides a 'General Research Road Map' for genome research, and several Korean user interfaces for BLAST, PDB, and Primer3. We expect that BioPlace may facilitate collaboration of genome research among the experienced scientists and help beginners in many different ways as well.

A Study on In-wheel Motor Control to Improve Vehicle Stability Using Human-in-the-Loop Simulation

  • Ko, Sung-Yeon;Ko, Ji-Weon;Lee, Sang-Moon;Cheon, Jae-Seung;Kim, Hyun-Soo
    • Journal of Power Electronics
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    • v.13 no.4
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    • pp.536-545
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    • 2013
  • In this study, an integrated motor control algorithm for an in-wheel electric vehicle is suggested. It consists of slip control that controls the in-wheel motor torque using the road friction coefficient and slip ratio; yaw rate control that controls the in-wheel motor torque according to the road friction coefficient and the yaw rate error; and velocity control that controls the vehicle velocity by a weight factor based on the road friction coefficient and the yaw rate error. A co-simulator was developed, which combined the vehicle performance simulator based on MATLAB/Simulink and the vehicle model of CarSim. Based on the co-simulator, a human-in-the-loop simulation environment was constructed, in which a driver can directly control the steering wheel, the accelerator pedal, and the brake pedal in real time. The performance of the integrated motor control algorithm for the in-wheel electric vehicle was evaluated through human-in-the-loop simulations.

Assessment of recycled concrete aggregates as a pavement material

  • Jayakody, Shiran;Gallage, Chaminda;Kumar, Arun
    • Geomechanics and Engineering
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    • v.6 no.3
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    • pp.235-248
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    • 2014
  • Population increase and economic developments can lead to construction as well as demolition of infrastructures such as buildings, bridges, roads, etc resulting in used concrete as a primary waste product. Recycling of waste concrete to obtain the recycled concrete aggregates (RCA) for base and/or sub-base materials in road construction is a foremost application to be promoted to gain economical and sustainability benefits. As the mortar, bricks, glass and reclaimed asphalt pavement (RAP) present as constituents in RCA, it exhibits inconsistent properties and performance. In this study, six different types of RCA samples were subjected classification tests such as particle size distribution, plasticity, compaction test, unconfined compressive strength (UCS) and California bearing ratio (CBR) tests. Results were compared with those of the standard road materials used in Queensland, Australia. It was found that material type 'RM1-100/RM3-0' and 'RM1-80/RM3-20' samples are in the margin of the minimum required specifications of base materials used for high volume unbound granular roads while others are lower than that the minimum requirement.

An improved collapse analysis mechanism for the face stability of shield tunnel in layered soils

  • Chen, Guang-hui;Zou, Jin-feng;Qian, Ze-hang
    • Geomechanics and Engineering
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    • v.17 no.1
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    • pp.97-107
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    • 2019
  • Based on the results of Han et al. (2016), in the failure zone ahead of the tunnel face it can be obviously identified that a shear failure band occurs in the lower part and a pressure arch happens at the upper part, which was often neglected in analyzing the face stability of shield tunnel. In order to better describe the collapse failure feature of the tunnel face, a new improved failure mechanism is proposed to evaluate the face stability of shield tunnel excavated in layered soils in the framework of limit analysis by using spatial discretization technique and linear interpolation method in this study. The developed failure mechanism is composed of two parts: i) the rotational failure mechanism denoting the shear failure band and ii) a uniformly distributed force denoting the pressure arch effect. Followed by the comparison between the results of critical face pressures provided by the developed model and those by the existing works, which indicates that the new developed failure mechanism provides comparatively reasonable results.

Nonlinear aerostatic stability analysis of Hutong cable-stayed rail-cum-road bridge

  • Xu, Man;Guo, Weiwei;Xia, He;Li, Kebing
    • Wind and Structures
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    • v.23 no.6
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    • pp.485-503
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    • 2016
  • To investigate the nonlinear aerostatic stability of the Hutong cable-stayed rail-cum-road bridge with ultra-kilometer main span, a FEM bridge model is established. The tri-component wind loads and geometric nonlinearity are taken into consideration and discussed for the influence of nonlinear parameters and factors on bridge resistant capacity of aerostatic instability. The results show that the effect of initial wind attack-angle is significant for the aerostatic stability analysis of the bridge. The geometric nonlinearities of the bridge are of considerable importance in the analysis, especially the effect of cable sag. The instable mechanism of the Hutong Bridge with a steel truss girder is the spatial combination of vertical bending and torsion with large lateral bending displacement. The design wind velocity is much lower than the static instability wind velocity, and the structural aerostatic resistance capacity can meet the requirement.

Block Space-based Multipath Routing in Vehicular Ad-hoc Networks (VANET 환경에서의 공간 기반 다중경로 라우팅 방안에 관한)

  • Yim, Jinhyuk;Kim, Hoewon;Lee, Hyunkyu;Lee, Euisin
    • Annual Conference of KIPS
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    • 2016.10a
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    • pp.106-107
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    • 2016
  • Vehicular Adhoc Network는 accident warning, road condition message와 같은 도로상의 정보를 vehicle-to-vehicle 통신을 통해 주어진 목적지까지 얼마나 빠르고 정확하게 전송하는 것이 주요 이슈이다. 무선 센서 네트워크의 많은 타입들 중에서 VANET 환경에 적합한 source 기반의 라우팅 프로토콜은 불안정한 이동 네트워크의 역할을 충실히 수행할 수 있다. Source 라우팅 기법들을 연구하는데 road topology와 map 정보가 사용되며, 본문에서는 도로의 상황과, 라우팅이 직접 수행되는 영역을 부분으로 나누어 각 영역에 속한 이동 노드를 파악하여 다중 경로 라우팅 방안을 제시하여 error 발생과 link fail에 대한 신속한 대처를 수행한다.

Legal Basis and Suggestions on Road Driving Eligibility of Autonomous Cars (자율주행자동차의 도로 주행에 대한 법적 근거 및 개선 방안)

  • Lee, Seongsoo
    • Journal of IKEEE
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    • v.23 no.1
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    • pp.342-345
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    • 2019
  • In autonomous car, significant progress has been achieved in technical aspects, but it is deadly slow to solve its various legal problems for commercialization of autonomous car. This paper surveys the road driving eligibility, a typical legal issue in autonomous car. Problems on current laws and regulations are analyzed, and some remedies are suggested. Technical development should be performed collaboratively with law and regulation revision, and understanding these legal issues would be very helpful to the engineers who develop autonomous cars.

The Impacts of China's Belt and Road Initiative (BRI) on the Trade Patterns of Tanzania (중국 일대일로 정책이 탄자니아 무역패턴에 미치는 영향)

  • Oscar M. Malela;Tae-Hee Lee
    • Korea Trade Review
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    • v.46 no.3
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    • pp.1-24
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    • 2021
  • The Belt and Road Initiative (BRI) is designed to intensify bilateral trade between China and the BRI countries through the improvement of transportation connections. However, little research has empirically investigated the impacts of this policies on the trade patterns. This paper attempts to evaluate the impacts of BRI on the trade patterns of Tanzania. Our study extends the original gravity model of bilateral trade by adding GDP per capita, population and proximity as the explanatory variables. According to our research, we observed that the BRI significantly impacted the Tanzania's trade patterns, as it led to the increase of bilateral trade flow between Tanzania and China more importantly between Tanzania and its adjacent countries. It indicates that the Belt and Road Initiative (BRI) has boosted Tanzania's trade exclusively, hence the Tanzania's export sector earns greater trading potential with the adjacent countries.