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Motion Planning and Control for Mobile Robot with SOFM

  • Yun, Seok-Min;Choi, Jin-Young
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.1039-1043
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    • 2005
  • Despite the many significant advances made in robot architecture, the basic approaches are deliberative and reactive methods. They are quite different in recognizing outer environment and inner operating mechanism. For this reason, they have almost opposite characteristics. Later, researchers integrate these two approaches into hybrid architecture. In such architecture, Reactive module also called low-level motion control module have advantage in real-time reacting and sensing outer environment; Deliberative module also called high-level task planning module is good at planning task using world knowledge, reasoning and intelligent computing. This paper presents a framework of the integrated planning and control for mobile robot navigation. Unlike the existing hybrid architecture, it learns topological map from the world map by using MST (Minimum Spanning Tree)-based SOFM (Self-Organizing Feature Map) algorithm. High-level planning module plans simple tasks to low-level control module and low-level control module feedbacks the environment information to high-level planning module. This method allows for a tight integration between high-level and low-level modules, which provide real-time performance and strong adaptability and reactivity to outer environment and its unforeseen changes. This proposed framework is verified by simulation.

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Cognition-based Navigational Planning for Mobile Robots (인지에 기반한 이동 로봇의 운항계획)

  • Lee, In-K.;Lee, Dong-J.;Lee, Suk-Gyu;Kwon, Soon-H.
    • Journal of the Korean Institute of Intelligent Systems
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    • v.14 no.2
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    • pp.171-177
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    • 2004
  • In this paper, we propose a cognition-based navigational algorithm for mobile robots in dynamic environments. The proposed algorithm consists of two main stages: (i) the fuzzy logic-based perception stage that constructs knowledge from the sensory data for subsequent usage in reasoning, and (ii) the planning stage that identifies the path between a starting and a goal position within its environment on the basis of the knowledge base on the environment and information from the perception stage. A mobile robot reasons places and moves to goal using ambiguous information and ambiguous knowledge through ‘perception’ and ‘planning’. We provide computer simulation results for a mobile robot in order to show the validity of the proposed algorithm.

A MICRO FLUXGATE SENSOR IN PRINTED CIRCUIT BOARD (PCB) (인쇄회로 기판에 내장된 마이크로 플럭스게이트 센서)

  • 최원열;황준식;나경원;강명삼;최상언
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2002.07a
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    • pp.151-155
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    • 2002
  • This paper presents a micro fluxgate magnetic sensor in printed circuit board (PCB). The fluxgate sensor consists of five PCB stack layers including one layer magnetic core and four layers of excitation and pick-up coils. The center layer as a magnetic core is made of a micro patterned amorphous magnetic ribbon with extremely high DC permeability of ∼100,000 and the core has a rectangular-ring shape. The amorphous magnetic core is easily saturated due to the low coercive field and closed magnetic path for the excitation field. Four outer layers as an excitation and pick-up coils have a planar solenoid structure. The chip size of the fabricated sensing element is 7.3${\times}$5.7m㎡. Excellent linear response over the range of -100${\mu}$T to +100${\mu}$T is obtained with 540V/T sensitivity at excitation square wave of 3V$\_$P-P/ and 360kHz. The very low power consumption of ∼8mW was measured. This magnetic sensing element which measures the lower fields than 50${\mu}$T, is very useful for various applications such as: portable navigation systems, military research, medical research, and space research.

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Embedded Micro Fluxgate Sensor in Printed Circuit Board (PCB) (PCB 기판에 내장된 마이크로 플럭스게이트 센서)

  • 최원열;황준식;강명삼;최상언
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.15 no.8
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    • pp.702-707
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    • 2002
  • This paper presents a micro fluxgate sensor in printed circuit board (PCB). The fluxgate sensor consists of five PCB stack layers including one layer magnetic core and four layers of excitation and pick-up coils. The center layer as a magnetic core is made of a micro patterned amorphous magnetic ribbon and the core has a rectangular-ring shape. The amorphous magnetic core is easily saturated due to the low coercive field and closed magnetic path for the excitation field. Four outer layers as an excitation and pick-up coils have a planar solenoid structure. The chip size of the fabricated sensing element is 7.3$\times$5.7$\textrm{mm}^2$. Excellent linear response over the range of -100$\mu$T to +100$\mu$T is obtained with 540V/T sensitivity at excitation square wave of 3 $V_{p-p}$ and 360kHz. The very low power consumption of ~8mW was measured. This magnetic sensing element, which measures the lower fields than 50$\mu$T, is very useful for various applications such as: portable navigation systems, military research, medical research, and space research.h.

Obstacle Avoidance Algorithm of a Mobile Robot using Image Information (화상 정보를 이용한 이동 로봇의 장애물 회피 알고리즘)

  • Kwon, O-Sang;Lee, Eung-Hyuk;Han, Yong-Hwan;Hong, Seung-Hong
    • Journal of IKEEE
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    • v.2 no.1 s.2
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    • pp.139-149
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    • 1998
  • There are some problems in robot navigations with a single kind of sensor. We propose a system that takes advantages of both CCD camera and ultrasonic sensors for the concerning matter. A coordinate extraction algorithm to avoid obstacles during the navigation is also proposed. We implemented a CCD based vision system at the front part of the vehicle and did experiments to verify the suggested algorithm's availability. From experimental results, the error rate was reduced when a CCD camera was used rather than when only ultrasonic sensors were used. Also we can generate path to avoid those obstacles using the measured values.

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Continuous Perspective Query Processing for 3D Objects on Road Networks (도로네트워크 기반의 3차원 객체를 위한 연속원근질의처리)

  • Kim, Joon-Seok;Li, Ki-Joune;Jang, Byung-Tae;You, Jae-Joon
    • Spatial Information Research
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    • v.15 no.2
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    • pp.95-109
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    • 2007
  • Recently people have been offered location based services on road networks. The navigation system, one of applications, serves to find the nearest gas station or guide divers to the shortest path based 2D map. However 3D map is more important media than 2D map to make sense friendly for the real. Although 3D map's data size is huge, portable devices' storage space is small. In this paper, we define continuous perspective queries to support 3D map to mobile user on road networks and propose this queries processing method.

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Localization for Mobile Robots using IRID(InfraRed IDentification) (IRID를 이용한 이동로봇의 위치 추정)

  • Bae, Jung-Yun;Song, Jae-Bok;Lee, Soo-Yong
    • Journal of Institute of Control, Robotics and Systems
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    • v.13 no.9
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    • pp.903-909
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    • 2007
  • Mobile Robots are increasingly being used to perform tasks in unknown environment. The potential of robots to undertake such tasks lies in their ability to intelligently and efficiently search in an environment. To achieve autonomous mobile robot navigation, efficient path planner and accurate localization technique are the fundamental issues that should be addressed. This paper presents mobile robot localization using IRID(InfraRed IDentification) as artificial landmarks. IRID has highly deterministic characteristics, different from RFID. By putting several IRID emitters on the ceiling, the floor is divided into many different sectors and each sector is set to have a unique identification. Dead-reckoning provides the estimated robot configuration but the error becomes accumulated as the robot travels. IRID information tells the sector the robot is in, but the size of the uncertainty is too large if only the IRID information is used. This paper presents an algorithm which combines both the encoder and the IRID information so that the size of the uncertainty becomes smaller. It also introduces a framework which can be used with other types of the artificial landmarks. The characteristics of the developed IRID and the proposed algorithm are verified from the simulation results and experiments.

Development of an Intelligent Security Robot System for Home Surveillance (가정용 지능형 경비 로봇 시스템 개발)

  • Park, Jeong-Ho;Shin, Dong-Gwan;Woo, Chun-Kyu;Kim, Hyung-Chul;Kwon, Yong-Kwan;Choi, Byoung-Wook
    • Journal of Institute of Control, Robotics and Systems
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    • v.13 no.8
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    • pp.810-816
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    • 2007
  • A security robot system named EGIS-SR is a mobile security robot through one of the new growth engine project in robotic industries. It allows home surveillance through an autonomous mobile platform using onboard cameras and wireless security sensors. EGIS-SR has many sensors to allow autonomous navigation, hierarchical control architecture to handle lots of situations in monitoring home surveillance and mighty networks to achieve unmanned security services. EGIS-SR is tightly coupled with a networked security environment, where the information of the robot is remotely connected with the remote cockpit and patrol man. It achieved an intelligent unmanned security service. The robot is a two-wheeled mobile robot and has casters and suspension to overcome a doorsill. The dynamic motion is verified through $ADAMS^{TM}$ simulation. For the main controller, PXA270 based hardware platform based on linux kernel 2.6 is developed. In the linux platform, data handling for various sensors and the localization algorithm are performed. Also, a local path planning algorithm for object avoidance with ultrasonic sensors and localization using $StarGazer^{TM}$ is developed. Finally, for the automatic charging, a docking algorithm with infrared ray system is implemented.

The Effect of Interface Characteristics of Mobile Commerce on the Extended Technology Acceptance Intention of the Fashion Consumer (모바일 상거래 인터페이스 특성이 패션 소비자의 확장된 기술수용의도에 미치는 영향)

  • Na, Youn-Kue
    • Fashion & Textile Research Journal
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    • v.13 no.4
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    • pp.548-559
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    • 2011
  • The purpose of this study is to find out the important factors and efficient strategies concerning fashion mobile marketing. This study contributes to the effect on shopping behavior of m-commerce consumer applying technology acceptance model(TAM) in the mobile fashion merchandise shopping environment. The areas of study interest are mobile commerce interface characteristics, flow, perceived usefulness, ease of use, attitude, purchase intention. To fulfill the study objectives, a total of 406 questionnaires were conducted to the customers with first-hand experience with merchandise in mobile commerce. The judgement sampling method was employed on sample population ages from 20s to 30s over two month period. Based on the results of the above-mentioned path analysis, The result showed that different factors affect acceptance intention of the fashion M-commerce. The result which extended TAM relationship, excepted affects in perceived ease of use by navigation and Flow, perceived usefulness by perceived ease of use and purchase intention by perceived ease of use considers from all relationships the effect put out. On this wise, mobile commerce interface characteristics needs provider of basic contents to fashion mobile commerce technology acceptance and suggested the ability which diffuses a fashion mobile transactions.

Parking Location Control Algorithm for Self-Driving Cars (자율주행 자동차를 위한 주차 위치 제어 알고리즘)

  • Tariq, Shahroz;Park, Heemin
    • KIISE Transactions on Computing Practices
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    • v.22 no.12
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    • pp.654-662
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    • 2016
  • With the advent of autonomous cars, we explored the problems which will soon arise while parking in car parks. These include structure of parking lot suitable for autonomous cars, finding the closest parking slot available, and navigation to the location. We provide an initial solution, wherein we use a central server and the graph of the parking lot to guide cars to the closest parking slots available. Our experiments have shown that the proposed method is effective for the controlled parking for self-driving cars.