• Title/Summary/Keyword: Autonomous guidance

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Development of Autonomous Sprayer Considering Tracking Performance on Geometrical Complexity of Ground in Greenhouse

  • Lee, Dong Hoon;Lee, Kyou Seung;Cho, Yong Jin;Lee, Je Yong;Chung, Sun-Ok
    • Journal of Biosystems Engineering
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    • v.37 no.5
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    • pp.287-295
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    • 2012
  • Purpose: Some of the most representative approaches are to apply next generation technologies to save energy consumption, fully automated control system to appropriately maintain environmental conditions, and autonomous assistance system to reduce labor load and ensure operator's safety. Nevertheless, improvement of upcoming method for soil cultured greenhouse has not been sufficiently achieved. Geometrical complexity of ground in protected crop cultivation might be one of the most dominant factors in design of autonomous vehicle. While there is a practical solution fairly enough to promise an accurate travelling, such as autonomous sprayer guided by rail or induction coil, for various reasons including the limitation of producer's budget, the previously developed sprayer has not been widely distributed to market. Methods: In this study, we developed an autonomous sprayer considering travelling performance on geometrical complexity of ground in soil cultured greenhouse. To maintain a stable travelling and to acquire a real time feedback, common wire with 80 mm thick and body frame and sprayer boom. To evaluate performance of the prototype, tracking performance, climbing performance and spraying boom's uniform leveling performance were individually evaluated by corresponding experimental tests. Results: The autonomous guidance system was proved to be sufficiently suitable for accurate linear traveling with RMS as lower than approximately 10 cm from designated path. Also the prototype could climb $10^{\circ}$ of ground's slope angle with 40 kg of water weight. Uniform leveling of spraying boom was successfully performed within $0.5^{\circ}$ of sprayer boom's slope. Conclusions: Considering more complex pathways and coarse ground conditions, evaluations and improvements of the prototype should be performed for promising reliability to commercialization.

Reflection Removal in Stereo Vision Under Night Illumination (야간 조명 아래 스테레오 비전의 반사 제거)

  • Naveed, Sairah;Lee, Sang-Woong
    • Proceedings of the Korea Multimedia Society Conference
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    • 2012.05a
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    • pp.26-27
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    • 2012
  • Reflection considered as the view disturbing noise in optical systems, such as stereo camera in autonomous vehicles especially in night. Reflection caused by the street light or due to rainwater under adverse weather conditions. A blur image detected by the camera that results in wrong guidance to vehicle for detecting its track. A vehicle guidance approach through stereo vision can be same in day and night time. However it cannot be guided with same image analysis due to diverse illumination conditions. We develop the technique that shows its efficacy with illustrations of reflection removal off the camera lens and vehicle tracking control.

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Mobile Robot Navigation using a Dynamic Multi-sensor Fusion

  • Kim, San-Ju;Jin, Tae-Seok;Lee, Oh-Keol;Lee, Jang-Myung
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2003.09a
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    • pp.240-243
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    • 2003
  • In this study, as the preliminary step far developing a multi-purpose Autonomous robust carrier mobile robot to transport trolleys or heavy goods and serve as robotic nursing assistant in hospital wards. The aim of this paper is to present the use of multi-sensor data fusion such as sonar, IR sensor for map-building mobile robot to navigate, and presents an experimental mobile robot designed to operate autonomously within both indoor and outdoor environments. Smart sensory systems are crucial for successful autonomous systems. We will give an explanation for the robot system architecture designed and implemented in this study and a short review of existing techniques, since there exist several recent thorough books and review paper on this paper. It is first dealt with the general principle of the navigation and guidance architecture, then the detailed functions recognizing environments updated, obstacle detection and motion assessment, with the first results from the simulations run.

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Order-picking Algorithm for Optimizing Operation Path of Orchard Speed Sprayer (과수원 스피드스프레이어의 작업 경로 최적화를 위한 오더 피킹 알고리즘)

  • Park, Tu-San;Hwang, Kyu-Young;Cho, Seong-In
    • Journal of Biosystems Engineering
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    • v.33 no.1
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    • pp.51-57
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    • 2008
  • The purpose of this study was to develop an optimal path planning program for autonomous speed sprayer in orchard. A digital map which contained coordinate information and entity information including height, width, radius of main stem, and disease of a trees was developed to build an optimal path. The digital map, dynamic programming and order-picking algorithm were used for planning an optimal path for autonomous speed sprayers. When this algorithm applied to rectangular-shaped orchards to travel whole trees, the developed program planned the same working path and same traveling distance as those of created by conventional method. But for irregular-shaped orchards, developed program planned differently and 5.06% shorter path than conventional method. When applied to create path for multi-selected trees, irregular-shaped orchards showed 13.9% shorter path and also rectangular-shaped orchards showed 9.1% shorter path. The developed program always planned shorter path than the path created by conventional method despite of variation of shape of orchards.

Development of an Autonomous Guidance System Based on an Electric Vehicle for Greenhouse (온실내 작업 가능한 전동작업차의 자동추종 주행시스템 개발)

  • Hong, Young-Ki;Lee, Dong-Hoon;Shin, Ik-Sang;Kim, Sang-Cheol;Tamaki, Koji
    • Journal of Biosystems Engineering
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    • v.34 no.6
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    • pp.391-396
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    • 2009
  • The percentage of those aged 60 and over is 43.5% among our country's 3,186 thousands farming population, so farm village is getting aging society rapidly. Moreover agricultural competitiveness has being weakened due to labor shortage by degradation in quality of labor configuration from elderly porson. For realisms easy workability, we developed a motor vehicle for agricultural activity. The vehicle has an automatic guidance system which could follows a track of magnetic tape on the floor for easy moving to given working position. We collected data from two guidance sensors, located on front and rear end of the vehicle and calculated displacement and angle deviation from the track. This traveling system was stably controlled with processing information deflection S, angle of deviation, D and angle velocity, Vt = $k_1D$ - $k_2S$ from two guidance sensors attached on front and rear of th motor vehicle. Also this system have been tested under various condition of $k_1$, $k_2$ for comparison on both stepped and turning routes. The results show that traveling performance is best at $k_1$=0.7, $k_2$=3.

Autonomous Tractor Guidance Using Machine Vision and Fuzzy Control (기계 시각과 퍼지제어를 이용한 트랙터의 자율주행)

  • 조성인;최낙진;강인성
    • Proceedings of the Korean Society for Agricultural Machinery Conference
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    • 1999.07a
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    • pp.150-158
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    • 1999
  • 해외 농산물의 개방에 대비해 국내 농산물의 국제 경쟁력 강화를 위한 방안 마련이 시급한 때에 농산물의 품질 향상 및 생산비 절감을 위하여 다양한 분야에서 연구가 진행되고 있다. 그 중 농업기계분야의 연구는 현장에서의 애로점을 해결하려는 자동화 및 무인화, 첨단기술을 이용한 고능률화 및 지능화에 관한 연구가 활발히 진행중이며 요소 기술로는 각종 센서와 신경회로망, 퍼지이론 등 인공지능 기술이 응용되고 있다. (중략)

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보급형 센서를 장착한 자율주행로봇의 위치제어기 설계 및 제작

  • 홍순학;최병홍;한석균;박종현;김용일
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1993.10a
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    • pp.566-569
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    • 1993
  • This paper presents the design and implementation of an industrial controller for an autonomous guided vehicle(AGV) with economic sensor. A guidance scheme provides accurate tracking and achieves faster minimizing oftracking error. A sensor at the center provides the position and orientation of the vehicle relative to the track. Control laws that make use of this information have been devised to achieve accurate and fast tracking. The gains are modified on-line to achieve proper tracking. The simulation and implementation results are provided for the illustration of the implemented controller.

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Analysis Magnetic Field for Basic Design of Autonomous System by Magnetic Guidance (자기궤도 자율주행시스템 기본설계를 위한 자계특성분석)

  • Lim Dae Young;Ryoo Young Jae;Kim Eui Sun;Mok Jai Kyun
    • Proceedings of the KSR Conference
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    • 2005.05a
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    • pp.181-186
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    • 2005
  • In this paper, an estimation system of vehicle position and orientation on magnetic lane, which is a parameter of the steering controller for automated lane follwing is described. To verify that the magnetic dipole model could be applied to a magnetic unit paved in roadway, the analysis of the the data 3-axis magnetic field measured experimentally.

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The Lateral Guidance System of an Autonomous Vehicle Using a Neural Network Model of Magneto-Resistive Sensor and Magnetic Fields (자기 저항 센서와 자기장의 신경회로망 모델을 이용한 자율 주행 차량 측 방향 안내 시스템)

  • 손석준;류영재;김의선;임영철;김태곤;이주상
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2000.05a
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    • pp.211-214
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    • 2000
  • This paper describes a lateral guidance system of an autonomous vehicle, using a neural network model of magneto-resistive sensor and magnetic fields. The model equation was compared with experimental sensing data. We found that the experimental result has a negligible difference from the modeling equation result. We verified that the modeling equation can be used in simulations. As the neural network controller acquires magnetic field values(B$\sub$x/, B$\sub$y/, B$\sub$z/) from the three-axis, the controller outputs a steering angle. The controller uses the back-propagation algorithms of neural network. The learning pattern acquisition was obtained using computer simulation, which is more exact than human driving. The simulation program was developed in order to verify the acquisition of the teaming pattern, learning itself, and the adequacy of the design controller. Also, the performance of the controller can be verified through simulation.

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A Study on the Development of Low-Altitude and Long-Endurance Solar-Powered UAV from Korea Aerospace University (2) - Flight Control and Guidance of Solar Powered UAV - (한국항공대학교 저고도 장기체공 태양광 무인기 개발에 관한 연구 (2) - 태양광 무인기 비행제어 및 유도항법 -)

  • Kim, Taerim;Kim, Doyoung;Jeong, Jaebaek;Moon, Seokmin;Kim, Yongrae;Bae, Jae-Sung;Park, Sanghyuk
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.50 no.7
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    • pp.479-487
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    • 2022
  • This paper presents the control and guidance algorithm of a KAU-SPUAV(Korea Aerospace University - Solar Powered Unmanned Aerial Vehicle) which is designed and developed in Korea Aerospace University. Aerodynamic coefficients are calculated using the vortex-lattice method and applied to the aircraft's six degrees of freedom equation. In addition, the thrust and torque coefficients of the propeller are calculated using the blade element theory. An altitude controller using thrust was used for longitudinal control of KAU-SPUAV to glide efficiently when it comes across the upwind. Also describes wind estimation technic for considering wind effect during flight. Finally, introduce some guidance laws for endurance, mission and coping with strong headwinds and autonomous landing.