• Title/Summary/Keyword: Autonomous travel

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High-Definition Map-based Local Path Planning for Dynamic and Static Obstacle Avoidance (동적 및 정적 물체 회피를 위한 정밀 도로지도 기반 지역 경로 계획)

  • Jung, Euigon;Song, Wonho;Myung, Hyun
    • The Journal of Korea Robotics Society
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    • v.16 no.2
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    • pp.112-121
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    • 2021
  • Unlike a typical small-sized robot navigating in a free space, an autonomous vehicle has to travel in a designated road which has lanes to follow and traffic rules to obey. High-Definition (HD) maps, which include road markings, traffic signs, and traffic lights with high location accuracy, can help an autonomous vehicle avoid the need to detect such challenging road surroundings. With space constraints and a pre-built HD map, a new type of path planning algorithm can be conceived as a substitute for conventional grid-based path planning algorithms, which require substantial planning time to cover large-scale free space. In this paper, we propose an obstacle-avoiding, cost-based planning algorithm in a continuous space that aims to pursue a globally-planned path with the help of HD map information. Experimentally, the proposed algorithm is shown to outperform other state-of-the-art path planning algorithms in terms of computation complexity in a typical urban road setting, thereby achieving real-time performance and safe avoidance of obstacles.

Autonomous-guided orchard sprayer using overhead guidance rail (요버헤드 가이던스 레일 추종 방식에 의한 과수방제기의 무인 주행)

  • Shin, B.S.;Kim, S.H.;Park, J.U.
    • Journal of Biosystems Engineering
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    • v.31 no.6 s.119
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    • pp.489-499
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    • 2006
  • Since the application of chemicals in confined spaces under the canopy of an orchard is hazardous work, it is needed to develop an autonomous guidance system for an orchard sprayer. The autonomous guidance system developed in this research could steer the vehicle by tracking an overhead guidance rail, which was installed on an existing frame structure. The autonomous guidance system consisted of an 80196 kc microprocessor, an inclinometer, two interface circuits of actuators for steering and ground speed control, and a fuzzy control algorithm. In addition, overhead guidance rails for both straight and curved paths were devised, and a trolley was designed to move smoothly along the overhead guidance rails. Evaluation tests showed that the experimental vehicle could travel along the desired path at a ground speed of 30 $\sim$ 50 cm/s with a RMS error of 5 cm and maximum deviation of less than 12 cm. Even when the vehicle started with an initial offset or a deflected heading angle, it could move quickly to track the desired path after traveling 2 $\sim$ 3 m. The vehicle could also complete turns with a curvature of 1 m. However, at a ground speed of 50 cm/s, the vehicle tended to over-steer, resulting in a zigzag motion along the straight path, and tended to turn outward from the projected line of the guidance rail.

Interior Design of Fully Autonomous Vehicle for Emotional Experience: Focused on Consumer's Consciousness toward In-Vehicle Activity (감성적 경험을 위한 완전 자율주행 자동차 실내공간 디자인 방안: 실내행위에 대한 소비자 의식조사를 중심으로)

  • Kwon, Ju Yeong;Ju, Da Young
    • Science of Emotion and Sensibility
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    • v.21 no.1
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    • pp.17-34
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    • 2018
  • The era of fully autonomous vehicles which can travel to their destination completely, is expected to arrive in the near future. The automobile industry will face a huge change in the near future. It makes the industry in the midst of a major turning point, since the automobile was born in the late 1800s. It is expected that the fully autonomous vehicle will be defined as a part of a living space beyond the concept of transportation. However, the existing research on the interior design of the fully autonomous vehicle is insufficient. The purpose of this study is to propose a design method of interior space through analyzing in-vehicle activities, which is a fundamental design element that can satisfy user's emotional experience suitable the concept of living space. For this purpose, the consumer's consciousness about the in-vehicle activity of fully autonomous vehicle was investigated. As a result, domestic consumers perceived the needs of in-vehicle activities related to resting, listening and watching activities such as 'sleeping and resting', 'watching TV and movie', 'listening to music' among 'self - centered' activities. Based on the results of the investigation, this study will suggest a design method of interior design of the fully autonomous vehicle. This study is meaningful, because it is a leading research that suggests new ways of designing interior space by analyzing consumer's needs in a quantitative method.

Movement characteristics of pneumatic actuators for the semi-autonomous colonoscopic system (자율이동 대장 내시경을 위한 공압구동기의 이동 특성)

  • Kim, Byung-Kyu;Lee, Jin-Hee;Park, Ji-Sang;Lim, Young-Mo;Park, Jong-Oh;Kim, Soo-Hyun;Hong, Yeh-Sun
    • Proceedings of the KSME Conference
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    • 2001.06b
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    • pp.295-300
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    • 2001
  • In recent years, as changing the habit of eating, the pathology in the colon grows up annually. For that reason, the colonoscopy is generalized. But it requires much time to acquire a dexterous skill to perform an operation. And the procedure is painful to the patient. Therefore, biomedical and robotic researchers are developing a locomotive colonoscope that can travel safely in colon. In this paper, we propose a novel design and concept of semi-autonomous colonoscope and two actuators for the micro robot. The micro robot comprises camera and LED for diagnosis, steering system to pass through the loop, pneumatic actuator and bow-shaped flexible supporters to control a contact force and to keep the space between colon wall and the actuator. For actuating mechanism, we suggest two models. One is based on the reaction force, and the other is impact force. In order to validate the concept and the performance of the actuators, we carried out the preliminary experiments in rigid pipes.

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Lane Detection System Based on Vision Sensors Using a Robust Filter for Inner Edge Detection (차선 인접 에지 검출에 강인한 필터를 이용한 비전 센서 기반 차선 검출 시스템)

  • Shin, Juseok;Jung, Jehan;Kim, Minkyu
    • Journal of Sensor Science and Technology
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    • v.28 no.3
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    • pp.164-170
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    • 2019
  • In this paper, a lane detection and tracking algorithm based on vision sensors and employing a robust filter for inner edge detection is proposed for developing a lane departure warning system (LDWS). The lateral offset value was precisely calculated by applying the proposed filter for inner edge detection in the region of interest. The proposed algorithm was subsequently compared with an existing algorithm having lateral offset-based warning alarm occurrence time, and an average error of approximately 15ms was observed. Tests were also conducted to verify whether a warning alarm is generated when a driver departs from a lane, and an average accuracy of approximately 94% was observed. Additionally, the proposed LDWS was implemented as an embedded system, mounted on a test vehicle, and was made to travel for approximately 100km for obtaining experimental results. Obtained results indicate that the average lane detection rates at day time and night time are approximately 97% and 96%, respectively. Furthermore, the processing time of the embedded system is found to be approximately 12fps.

A Study on the M2M Energy Trading System Using Proof of Location Blockchain Network (위치증명기반 블록체인 네트워크를 활용한 사물 간 에너지 직거래 시스템에 관한 연구)

  • Kim, Young-Gon;Heo, Keol;Choi, Jung-In
    • Journal of Energy Engineering
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    • v.29 no.3
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    • pp.86-90
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    • 2020
  • This paper examines a blockchain network-based transaction system using location proofing in power direct transactions between networked energy clouds, energy communities, and prosumer machines participating in smart cities. It utilizes location-based blockchain network technology, which enables long-distance travel with recharging by power purchases during autonomous movements, autonomous electric vehicles that can purchase and sell electricity, and solar street lights that can be produced and sold in fixed form. In addition, it is possible to provide optimum power transaction matching and settlement reliability between machines without human intervention in power transactions between electric chargers. It also introduces a business-to-object business model between autonomous machines that exist in multiple and different spaces and through energy clouds that are expected to be scattered with various transaction prices, policies, and incentives.

Locomotive Mechanism Based on Pneumatic Actuators for the Semi-Autonomous Endoscopic System (자율주행 내시경을 위한 공압 구동방식의 이동메카니즘)

  • Kim, Byungkyu;Kim, Kyoung-Dae;Lee, Jinhee;Park, Jong-Oh;Kim, Soo-Hyun;Hong, Yeh-Sun
    • Journal of Institute of Control, Robotics and Systems
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    • v.8 no.4
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    • pp.345-350
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    • 2002
  • In recent years, as changing the habit of eating, the pathology in the colon grows up annually. The colonoscopy is generalized, but if requires much time to acquire a dexterous skill to perform an operation and the procedure is painful to the patient. biomedical and robotic researchers are developing a locomotive colonoscope that can travel safe1y in colon. In this paper, we propose a new actuator and concept of semi-autonomous colonoscope. The micro robot comprises camera and LED for diagnosis, steer- ing system to pass through the loop, pneumatic actuator and bow-shaped flexible supporters to control a contact force and to pass over haustral folds in colon. For locomotion of semi-autonomous colonoscope, we suggest an actuator that is based on impact force between a cylinder and a piston. In order to validate the concept and the performance of the actuator, we carried out the simulation of moving characteristics and the preliminary experiments in rigid pipes and on the colon of pig.

Accurate Calibration of Odometry Errors for Wheeled Mobile Robots by using Experimental Orientation Errors (차륜형 이동로봇의 방향각오차를 이용한 오도메트리 정밀보정기법)

  • Jung, Changbae;Jung, Daun;Chung, Woojin
    • Journal of the Korean Society for Precision Engineering
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    • v.31 no.4
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    • pp.319-326
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    • 2014
  • Accurate estimation of the robot's position has an important role in autonomous navigation. Odometry is one of the most widely used techniques for mobile robot positioning. However, odometry has a well-known drawback that the position errors are accumulated when the travel distance increases. The UMBmark method is the conventional odometry calibration scheme for two wheel differential mobile robots. In the UMBmark method, the approximations for small angles are used in order to simplify the calculations. In this paper, we propose the new calibration scheme by using experimental orientation errors. Kinematic parameters can be calculated accurately without approximations by using experimental orientation errors. The numerical simulation and experimental results show that the odometry accuracy can be improved by the proposed method.

Development of a magnetic caterpillar based robot for autonomous scanning in the weldment (용접부 자동 탐상을 위한 이동 로봇의 개발)

  • 장준우;정경민;김호철;이정기
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2000.11a
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    • pp.713-716
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    • 2000
  • In this study, we present a mobile robot for ultrasonic scanning of weldment. magnetic Caterpillar mechanism is selected in order to travel on the inclined surface and vertical wall. A motion control board and motor driver are developed to control four DC-servo motors. A virtual device driver is also developed for the purpose of communicating between the control board and a host PC with Dual 'port ram. To provide the mobile robot with stable and accurate movement, PID control algorithm is applied to the mobile robot control. And a vision system for detecting the weld-line are developed with laser slit beam as a light source. In the experiments, movement of the mobile robot is tested inclined on a surface and a vertical wall.

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Cooperative Coordination Method of Neural Network Controller Module for Autonomous Mobile Robot Navigation

  • Joo, Han-Seong;Young, Oh-Se
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.178.3-178
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    • 2001
  • This paper is concerned with designing a neural network based navigator that is optimized in a user-defined sense for a mobile robot using ultrasonic sensors to travel to a goal position safely and efficiently without any prior map of the environment. The neural network has a dynamically reconfigurable structure that not only can optimize the weights but also the input sensory connectivity in order to meet any user-defined objective. Therefore, in this research, we can select an optimal subset of sensory inputs that results in the best performance related to both navigation and structural complexity. Further, this research uses the manually trained initial population and the modular neural network to alleviate ...

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