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Development of the Revised Self-Organizing Neural Network for Robot Manipulator Control (로봇 메니퓰레이터 제어를 위한 개조된 자기조직화 신경망 개발)

  • Koo, Tae-Hoon;Rhee, Jong-Tae
    • Journal of Korean Institute of Industrial Engineers
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    • v.25 no.3
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    • pp.382-392
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    • 1999
  • Industrial robots have increased in both the number and applications in today's material handling systems. However, traditional approaches to robot controling have had limited success in complicated environment, especially for real time applications. One of the main reasons for this is that most traditional methods use a set of kinematic equations to figure out the physical environment of the robot. In this paper, a neural network model to solve robot manipulator's inverse kinematics problem is suggested. It is composed of two Self-Organizing Feature Maps by which the workspace of robot environment and the joint space of robot manipulator is inter-linked to enable the learning of the inverse kinematic relationship between workspace and joint space. The proposed model has been simulated with two robot manipulators, one, consisting of 2 links in 2-dimensional workspace and the other, consisting of 3 links in 2-dimensional workspace, and the performance has been tested by accuracy of the manipulator's positioning and the response time.

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Inorganic nanomaterial-based biocatalysts

  • Lee, Soo-Youn;Lee, Ji-Ho;Chang, Jeong-Ho;Lee, Jin-Hyung
    • BMB Reports
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    • v.44 no.2
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    • pp.77-86
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    • 2011
  • Over the years, nanostructures have been developed to enable to support enzyme usability to obtain highly selective and efficient biocatalysts for catalyzing processes under various conditions. This review summarizes recent developments in the nanostructures for enzyme supporters, typically those formed with various inorganic materials. To improve enzyme attachment, the surface of nanomaterials is properly modified to express specific functional groups. Various materials and nanostructures can be applied to improve both enzyme activity and stability. The merits of the incorporation of enzymes in inorganic nanomaterials and unprecedented opportunities for enhanced enzyme properties are discussed. Finally, the limitations encountered with nanomaterial-based enzyme immobilization are discussed together with the future prospects of such systems.

Landmark Detection Based on Sensor Fusion for Mobile Robot Navigation in a Varying Environment

  • Jin, Tae-Seok;Kim, Hyun-Sik;Kim, Jong-Wook
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.10 no.4
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    • pp.281-286
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    • 2010
  • We propose a space and time based sensor fusion method and a robust landmark detecting algorithm based on sensor fusion for mobile robot navigation. To fully utilize the information from the sensors, first, this paper proposes a new sensor-fusion technique where the data sets for the previous moments are properly transformed and fused into the current data sets to enable an accurate measurement. Exploration of an unknown environment is an important task for the new generation of mobile robots. The mobile robots may navigate by means of a number of monitoring systems such as the sonar-sensing system or the visual-sensing system. The newly proposed, STSF (Space and Time Sensor Fusion) scheme is applied to landmark recognition for mobile robot navigation in an unstructured environment as well as structured environment, and the experimental results demonstrate the performances of the landmark recognition.

A Study on the Image Search System using Mobile Internet (모바일 인터넷을 이용한 이미지검색 시스템에 관한 연구)

  • Song, Eun-Jee
    • Journal of Digital Contents Society
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    • v.11 no.3
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    • pp.367-374
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    • 2010
  • The technology of wireless internet has been recently developing very fast and affecting everyday life using mobile media. In this paper, we propose an algorithm that can get necessary information such as image pixels from photos taken by mobile phones and search approximate values from reference database in the internet. This algorithm is expected to enable us to use a mobile phone to take a picture of something we see in every day life and go online to search for some information on that entity in the internet. An example system employing this proposed algorithm is illustrated in this paper.

Study on Device Management for AMI System (AMI에서의 장치관리 기술 적용방안에 관한 연구)

  • Kim, Young-Hyun;Myung, No-Gil;Lee, Sang-Youm;Choi, In-Ji;Park, Byung-Seok
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.5B
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    • pp.511-516
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    • 2011
  • In this paper, we present the AMI System mentioned as one of the main application areas in the M2M. To enable the AMI, it is essentially required to install, deploy and manage all the devices. Especially, Device Management technology is considered to be suitable for these AMI due to its advantages like, easy installation, remote FW/SW upgradeability. We investigate the fundamental operation of the DM and the design of the DM in the AMI is presented.

Strategies of Spinal Fusion on Osteoporotic Spine

  • Park, Sung-Bae;Chung, Chun-Kee
    • Journal of Korean Neurosurgical Society
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    • v.49 no.6
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    • pp.317-322
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    • 2011
  • The prevalence of osteoporosis has been increasing globally. Recently surgical indications for elderly patients with osteoporosis have been increasing. However, only few strategies are available for osteoporotic patients who need spinal fusion. Osteoporosis is a result of negative bone remodeling from enhanced function of the osteoclasts. Because bone formation is the result of coupling between osteoblasts and osteoclasts, anti-resorptive agents that induce osteoclast apoptosis may not be effective in spinal fusion surgery, necessitating new bone formation. Therefore, anabolic agents may be more suitable for osteoporotic patients who undergo spinal fusion surgery. The instrumentations and techniques with increased pullout strength may increase fusion rate through rigid fixation. Studies on new osteoinductive materials, methods to increase osteogenic cells, strengthened and biocompatible osteoconductive scaffolds are necessary to enable osteoporotic patients to undergo spinal fusion. When osteoporotic patients undergo spinal fusion, surgeons should consider appropriate osteoporosis medication, instrumentation and technique.

Tangible Cooperation in Shared Virtual Environment

  • Irawati, Sylvia;Kim, Jong-Phil;Kim, Jin-Wook;Ko, Hee-Dong
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.214-220
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    • 2009
  • Recent advanced technologies enable multiple users to share the virtual environment and work together as they are collocated. Additional sensory information such as haptic could improve the cooperation. In this paper, we propose a server-client architecture with multi-rate haptic control to support a tangible cooperation. Using our approach, the system is able to maintain a consistent simulation state across multiple users as well as to provide a highfidelity stable haptic interaction. To verify our approach, we have developed an experimental application and tested the cooperation among multiple users. The results confirm that our system is able to provide coherency among clients as well as haptic transparency.

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UML Analysis and Digital Model Implementation for Micro-factory (초소형 공장의 객체지향 분석 및 디지털 모델구축)

  • Park, Sang-Ho;Choi, Sung-Il;Jung, Young-Sang;Song, Joon-Yub;Lee, Chang-Woo;Subramaniyam, Murali;Jang, Seck-Ho;Kim, Jin-Won
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.16 no.3
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    • pp.44-49
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    • 2007
  • Recent manufacturing system requires development on new production technology to enable prompt manufacturing of diverse products. Most of the researchers have been working on micro-factory. Especially, focus on manufacturing of micro parts. Present manufacturing system consumes excessive resources in the form of energy and space to manufacture the micro parts. In this study, the micro lens module assembly system was modeled, analyzed with MST(Micro System Technology) Application Module and simulated through UML Language (Unified Modeling Language) with object-oriented logical model analysis method. Digital model of micro-factory was modeled, to execute the new paradigm of digitalization on products, resources and processes of micro-factory.

The Maximal Profiting Location Problem with Multi-Product (다수제품의 수익성 최대화를 위한 설비입지선정 문제)

  • Lee, Sang-Heon;Baek, Doo-Hyeon
    • Journal of the Korean Operations Research and Management Science Society
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    • v.31 no.4
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    • pp.139-155
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    • 2006
  • The facility location problem of this paper is distinguished from the maximal covering location problem and the flxed-charge facility location problem. We propose the maximal profiting location problem (MPLP) that is the facility location problem maximizing profit with multi-product. We apply to the simulated annealing algorithm, the stochastic evolution algorithm and the accelerated simulated annealing algorithm to solve this problem. Through a scale-down and extension experiment, the MPLP was validated and all the three algorithm enable the near optimal solution to produce. As the computational complexity is increased, it is shown that the simulated annealing algorithm' is able to find the best solution than the other two algorithms in a relatively short computational time.

Web Service-based Enactment Architecture for the Efficient Process Execution (효율적인 프로세스 실행을 위한 웹서비스 기반의 실행 아키텍처)

  • Yun, Ho-Seong;Jeong, Ji-Su;Choe, In-Jun
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2004.05a
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    • pp.710-713
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    • 2004
  • There have been numerous research and development efforts to automate business processes or execute business processes automatically. Especially, Web service is considered to be one of the most promising technologies. Existing Web service composition languages such as BPEL (Business Process Execution Language) and BPML (Business Process Modeling Language) do not provide full semantic support for business processes. This paper proposes a 3-layer model that consists of business process layer and service layer which can seamlessly integrates business process semantics with service semantics. The proposed model and architecture will enable effective management of business processes as well-defined corporate assets, services that execute tasks to achieve goals of business processes, and software components that comprise services.

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