• Title/Summary/Keyword: Balancing

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A Markov Decision Process (MDP) based Load Balancing Algorithm for Multi-cell Networks with Multi-carriers

  • Yang, Janghoon
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.8 no.10
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    • pp.3394-3408
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    • 2014
  • Conventional mobile state (MS) and base station (BS) association based on average signal strength often results in imbalance of cell load which may require more powerful processor at BSs and degrades the perceived transmission rate of MSs. To deal with this problem, a Markov decision process (MDP) for load balancing in a multi-cell system with multi-carriers is formulated. To solve the problem, exploiting Sarsa algorithm of on-line learning type [12], ${\alpha}$-controllable load balancing algorithm is proposed. It is designed to control tradeoff between the cell load deviation of BSs and the perceived transmission rates of MSs. We also propose an ${\varepsilon}$-differential soft greedy policy for on-line learning which is proven to be asymptotically convergent to the optimal greedy policy under some condition. Simulation results verify that the ${\alpha}$-controllable load balancing algorithm controls the behavior of the algorithm depending on the choice of ${\alpha}$. It is shown to be very efficient in balancing cell loads of BSs with low ${\alpha}$.

Implementation and Balancing Control of a Robotic Vehicle for Entertainment (엔터테인먼트용 로봇차량의 제작과 균형 제어)

  • Kim, Hyun Wook;Cho, Seong-Taek;Jung, Seul
    • Journal of Institute of Control, Robotics and Systems
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    • v.20 no.7
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    • pp.736-740
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    • 2014
  • This paper presents the driving and balancing control of an entertainment robot vehicle that can carry two persons. The entertainment robot vehicle is built with the purpose of carrying passengers with two wheels. It has two driving modes: a balancing mode with two wheels and a driving mode with three wheels. Three cases of different modes are verified by experimental studies. Firstly, a driving mode is tested with two passengers to check the functionality of the vehicle. Secondly, the balancing control performance is tested. Lastly, the balancing control performance under the disturbance is tested.

Experiment Onmodal Balancing of a Flexible Rotor Supported on Fluid Film Bearings (유막 베어링에 지지된 탄성회전체의 모드 밸런싱 실험)

  • 정시영;이동환;김영철;제양규
    • Journal of KSNVE
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    • v.5 no.2
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    • pp.235-246
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    • 1995
  • Experiment on the modal balancing of a flexible rotor supported on two kinds of fluid film bearings is performed to verify the modal balancing theory. The fluid film bearings are a tilting pad bearing and a two axial grooved journal bearing. One is inherently stable, but the other is not. The experimental result shows that the modal balancing method is effective for balancing of a high speed flexible rotor system. Besides, the critical speeds and mode shapes measured experimentally are in good coincidence with the results of rotordynamic analysis. Oil whip, which is the instability phenomenon due to fluid film force, is also observed during the experiment.

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A Study on the Assembly Line Design Tool with a Pre/Post Process (전후 처리 기능을 포함하는 조립라인 설계 방법론)

  • Moon, Byoung-Hoon;Choi, Seong-Hoon
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.37 no.4
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    • pp.98-105
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    • 2014
  • According to a simple survey on the current status of the assembly line design, it was found that trial and error methods on the basis of experiences have been used mainly in domestic manufacturing industries, even though there exist a lot of excellent line balancing studies. It seems that more practical researches should be carried out to develop user-oriented line balancing tools especially for small and medium-sized enterprises. This study presents a design of the line balancing tool which can support the line balancing tasks of nonspecialists. The proposed design tool is composed of three major modules: pre-process, line balancing, and post-process. In particular, pre-process and post-process are newly proposed to increase its ease of use. We applied the proposed design to a test problem and test result showed that our practical method may contribute to enhance the efficiency of production operations management.

Neuro-fuzzy Control for Balancing a Two-wheel Mobile Robot (이륜구동 이동로봇의 균형을 위한 뉴로 퍼지 제어)

  • Park, Young Jun;Jung, Seul
    • Journal of Institute of Control, Robotics and Systems
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    • v.22 no.1
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    • pp.40-45
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    • 2016
  • This paper presents the neuro-fuzzy control method for balancing a two-wheel mobile robot. A two-wheel mobile robot is built for the experimental studies. On-line learning algorithm based on the back-propagation(BP) method is derived for the Takagi-Sugeno(T-S) neuro-fuzzy controller. The modified error is proposed to learn the B-P algorithm for the balancing control of a two-wheel mobile robot. The T-S controller is implemented on a DSP chip. Experimental studies of the balancing control performance are conducted. Balancing control performances with disturbance are also conducted and results are evaluated.

Load Balancing Strategies for Network-based Cluster System

  • Jung, Hoon-Jin;Choung Shik park;Park, Sang-Bang
    • Proceedings of the IEEK Conference
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    • 2000.07a
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    • pp.314-317
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    • 2000
  • Cluster system provides attractive scalability in terms of computation power and memory size. With the advances in high speed computer network technology, cluster systems are becoming increasingly competitive compared to expensive parallel machines. In parallel processing program, each task load is difficult to predict before running the program and each task is interdependent each other in many ways. Load imbalancing induces an obstacle to system performance. Most of researches in load balancing were concerned with distributed system but researches in cluster system are few. In cluster system, the dynamic load balancing algorithm which evaluates each processor's load in runtime is purpose that the load of each node are evenly distributed. But, if communication cost or node complexity becomes high, it is not effective method for all nodes to attend load balancing process. In that circumstances, it is good to reduce the number of node which attend to load balancing process. We have modeled cluster systems and proposed marginal dynamic load balancing algorithms suitable for that circumstances.

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Iron Deficiency Anemia Cases Managed by Yinyang Balance Appliance of FCST, a TMJ Therapy for the Balance of Meridian and Neurological System (FCST의 음양균형장치를 활용한 철결핍성 빈혈의 증례보고)

  • Lee, Sang-Bae;Lee, Young-Jun
    • Journal of TMJ Balancing Medicine
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    • v.3 no.1
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    • pp.23-26
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    • 2013
  • Objectives: Therapeutic effect of Yinyang Balancing Appliance of functional cerebrospinal therapy (FCST) for meridian and neurologic yinyang balance was observed in Iron Deficiency Anemia. Methods: One Iron Deficiency Anemia cases were managed with the Yinyang Balancing Appliance on temporomandibular joint (TMJ), combined with acupuncture. Clinical outcome measurement was based on subjective measures and clinical observations. Results: The patients showed positive changes even after the initial treatment and this effext maintained over the follow-up period. Conclusions: Although it is not clear the effect is a sustaining or temporary in its nature, a positive effect was observed and further clinical and biological research on FCST is expected.

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The TMJ in Korean Medicine (한의학에서 턱관절을 어떻게 보는가)

  • Sohn, In Chul;Jung, Jee Youn
    • Journal of TMJ Balancing Medicine
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    • v.3 no.1
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    • pp.1-7
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    • 2013
  • Objectives: This study is aimed to recognize the role of TMJ in Korean medicine basic theory and clinic, which is the foundation of human life sustaining. Methods: It was identified and confirmed the organic connection between TMJ and Korean medicine specially Meridian theory. Results: In Korean medicine be based policies to promote of Oriental Medicine Promotion Act, the therapy of TMJ balancing is one of the parts of Korean medicine treatment of technique. TMJ balancing performs a primary role to treat diseases in the brain and the cervical vertebrae. Conclusions: TMJ balancing medicine is the part of integrative medicine for systemic diseases treatment to be based on Korean medicine basic theory.

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Control of a Biped Walking Robot using ZMP Formulation (균형점 정형화를 이용한 이족보행로봇 제어)

  • Lim, Sun-Ho;Kim, Jin-Geol
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.48 no.8
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    • pp.1022-1030
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    • 1999
  • This paper is concerned with the balancing motion formulation and the control of ZMP (zero moment point) for a biped walking robot with balancing joints. The balancing equation of a biped robot can be modeled as the second order non-homogeneous differential equation, which makes it possible to plan the desired trajectories for various gaits or motions. Also, the balancing motion can be defined easily by solving the differential equation without pre-processing or heuristic procedures. The actual experiments are performed on biped walking robot system IWR-III, developed in our Automatic Control Lab. The system has the structure of three pitches in each leg, and one roll and one prismatic type in balancing joints. The walking simulations and the experimental results on IWR-III are shown using the proposed formula and control algorithm.

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Case of Neck and Shoulder Posture Correction Treatment Using Yin-yang Balancing Therapy of Temporomandibular Joint (TMJ) (턱관절음양균형요법을 이용한 목과 어깨 자세교정 치험례)

  • Choi, Geun Wook;Lee, Young Jun
    • Journal of TMJ Balancing Medicine
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    • v.11 no.1
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    • pp.37-40
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    • 2021
  • Objectives: The purpose of this study is to report the effect of Korean medical treatment using Yin-yang Balancing Therapy of TMJ (YBT) on correcting posture. Methods: During the admission period, the patient was treated by Korean medical treatment (YBT, acupuncture, herb medicine, etc) every each day. The standard intraoral balancing appliance was used in patient while sleeping and exercising. Results: After treatment for 35th, the angle changed from 23 degrees to 0 degree. The posture of the neck and shoulder became straight. The distorted facial midline was aligned straight. Conclusions: These results showed that YBT have an effect on correcting posture.