• Title/Summary/Keyword: Processing controller

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Implementation of Automatic Target Tracking System for Multirotor UAVs Using Velocity Command Based PID controller (속도 명령 기반 PID 제어기를 이용한 멀티로터 무인항공기의 표적 자동 추종 시스템 구현)

  • Jeong, Hyeon-Do;Ko, Seon-Jae;Choi, Byoung-Jo
    • IEMEK Journal of Embedded Systems and Applications
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    • v.13 no.6
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    • pp.321-328
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    • 2018
  • This paper presents an automatic target tracking flight system using a PID controller based on velocity command of a multirotor UAV. The automatic flight system includes marker based onboard target detection and an automatic velocity command generation replacing manual controller. A quad-rotor UAV is equipped with a camera and an image processing computer to detect the marker in real time and to estimate the relative distance from the target. The marker tracking system consists of PID controller and generates velocity command based on the relative distance. The generated velocity command is used as the input of the UAV's original flight controller. The operation of the proposed system was verified through actual flight tests using a marker on top of a moving vehicle and tracks it to successfully demonstrate its capability using a quad-rotor UAV.

Fuzzy-based Threshold Controlling Method for ART1 Clustering in GPCR Classification (GPCR 분류에서 ART1 군집화를 위한 퍼지기반 임계값 제어 기법)

  • Cho, Kyu-Cheol;Ma, Yong-Beom;Lee, Jong-Sik
    • Journal of the Korea Society of Computer and Information
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    • v.12 no.6
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    • pp.167-175
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    • 2007
  • Fuzzy logic is used to represent qualitative knowledge and provides interpretability to a controlling system model in bioinformatics. This paper focuses on a bioinformatics data classification which is an important bioinformatics application. This paper reviews the two traditional controlling system models The sequence-based threshold controller have problems of optimal range decision for threshold readjustment and long processing time for optimal threshold induction. And the binary-based threshold controller does not guarantee for early system stability in the GPCR data classification for optimal threshold induction. To solve these problems, we proposes a fuzzy-based threshold controller for ART1 clustering in GPCR classification. We implement the proposed method and measure processing time by changing an induction recognition success rate and a classification threshold value. And, we compares the proposed method with the sequence-based threshold controller and the binary-based threshold controller The fuzzy-based threshold controller continuously readjusts threshold values with membership function of the previous recognition success rate. The fuzzy-based threshold controller keeps system stability and improves classification system efficiency in GPCR classification.

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A DSP-based Controller for a Small Humanoid Robot (DSP를 사용한 소형 인간형 로봇의 제어기)

  • Cho Jeong-San;Sung Young-Whee
    • Journal of the Institute of Convergence Signal Processing
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    • v.6 no.4
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    • pp.191-197
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    • 2005
  • Biped walking is the main feature of a humanoid robot. In a biped walking robot, there are many actuators to be controlled and many sensors to be interfaced. In this paper, we propose a DSP-based controller for a miniature biped walking robot with 21 RC servo motors. The proposed controller has a hierarchical structure; a host PC, a DSP-based main controller, and an auxiliary controller with an FPGA chip. The host PC generates and transmits the robot walking data for given walking parameters such as stride, walking period, etc. The main controller implemented with a TMS320LF2407A controls 21 RC servo motors via the auxiliary controller. We also perform some experiments for balancing motion and walking on a slope terrain with interfacing a 2-axis acceleration sensor and a TMS320LF2407A.

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Implementation of the two-degree-of freedom PID Position Controller for Linear Motor Drive with Easy Gain Adjustment (이득 설계가 간단한 선형전동기 2자유도 PID 위치제어기 구현)

  • Ha, Hong-Gon;Lee, Chang-Ho
    • Journal of the Institute of Convergence Signal Processing
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    • v.8 no.2
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    • pp.124-129
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    • 2007
  • Recently, the application of the linear machine for industrial field is remarkably increased, especially for the gantry machine, machine tool system and CNC. However a linear meter remains the vibrational characteristic itself therefore, In these application fields, high position control performance is essentially required in both the steady and the transient states. In this paper, the design method for a position control is proposed by using the two-degree-of freedom PID controller. This method has great features for the linear machine drives such as no over-shoot phenomena and single gain tuning strategy. By comparison with conventional PID controller, the improvement of performance of a linear motor control system using two degrees of freedom controller are discussed. Through the simulation results, the usefulness of the proposed algorithm is proved. With the simulation results, it was made clear that the introduction of two degrees of freedom controller designed by the proposed method not only improves the over shoot and starting characteristic of response but also removes the undesirable characteristic variation.

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Servo Control of Hydraulic Motor using Artificial Intelligence (인공지능을 이용한 유압모터의 서보제어)

  • 신위재;허태욱
    • Journal of the Institute of Convergence Signal Processing
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    • v.4 no.3
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    • pp.49-54
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    • 2003
  • In this paper, we propose a controller with the self-organizing neural network compensator for compensating PID controller's response. PID controller has simple design method but needs a lot of trials and errors to determine coefficients. A neural network control method does not have optimal structure as the parameters are pre-specified by designers. In this paper, to solve this problem, we use a self-organizing neural network which has Back Propagation Network algorithm using a Gaussian Potential Function as an activation function of hidden layer nodes for compensating PID controller's output. Self-Organizing Neural Network's learning is proceeded by Gaussian Function's Mean, Variance and number which are automatically adjusted. As the results of simulation through the second order plant, we confirmed that the proposed controller get a good response compare with a PID controller. And we implemented the of controller performance hydraulic servo motor system using the DSP processor. Then we observed an experimental results.

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A Study on the Autonomous Navigation of Mobile Robot using Adaptive Fuzzy Control (적응 퍼지 제어를 이용한 이동 로보트의 자율 주행에 관한 연구)

  • 오준섭;박진배최윤호
    • Proceedings of the IEEK Conference
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    • 1998.10a
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    • pp.433-436
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    • 1998
  • The objective of this paper is to design a adaptive fuzzy controller for autonomous navigation of mobile robot. The adaptive fuzzy controller has an advantage in data processing time and convergence speed. The basic idea of control is to induct membership function and fuzzy inference rules and to scale inducted membership function to suitable robot state. The adaptive fuzzy control method is applied to mobile robot and the simulation results show the effectiveness of our controller.

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4-Axis Decentralized Control of Magnetic Bearing Equipped whth Collocatd Capacitance Sensor (동위형 축전 센서가 장착된 자기베어링의 4 축 분산식 제어)

  • 신동원
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1996.04a
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    • pp.336-340
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    • 1996
  • This paper presents the development of a collocated capacitance sensor and its application to the decentralized PID controller design for 4-axis magnetic bearing system. The main feature of the sensor is that it is made of a compact printed circuit board (PCB) so that it can be built in to the actuator coil of the magnetic bearing unit. The signal processing unit has been also developed. Then, decentralized PED controller is designed using simplified rotor system model. Finally, the experimental results on the performance of the collocated sensor based decentralized PID controller for a magnetic bearing rotor system is presented.

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Real-time impletation of active adaptive noise controller (능동 적응 소음 제어기의 실시간 구현)

  • 이종필;장영수;서진현;정찬수
    • 제어로봇시스템학회:학술대회논문집
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    • 1990.10a
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    • pp.831-836
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    • 1990
  • Real-time implementations of active noise controller are proposed and tested. For compensation of time delay of feed-back path, the n-step ahead prediction is applied. And predicting source noise and reflection noise respectively, reflection noise can be cancelled. For real-time processing, the DSP56001(Digital Signal Processor) is used. Experimental results show that the proposed controller is stable and of good performance.

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A Development of the Humidity Sensor and Controller Using High Frequency Resistance Method for Hopper-Scale (호퍼스케일용 고주파 저항방식의 습도센서 및 컨트롤러 개발)

  • 서양오;이창근;이동철;홍연찬
    • Proceedings of the IEEK Conference
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    • 2000.06e
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    • pp.163-166
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    • 2000
  • This paper describes the principle of humidity sensor using high frequency resistance method for Hopper-Scale that is used in RPC(Rice processing Complex) which is spreaded out in domestic, and we also understand the principle and specificity of controller and humidity sensor. After artworking the humidity sensor and controller circuit, we measure the humidity of the designed system. In this progress, we suggested substitute parts which are easy to get in domestic and also we could propose correct method of humidity detection.

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A Study on the Accuracy Improvement Technique Using GPS Clock (GPS의 시각 응용에 따른 정밀도 개선에 관한 연구)

  • Chea, G.H.;Sakamoto, K.
    • Journal of Power System Engineering
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    • v.14 no.1
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    • pp.5-10
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    • 2010
  • Both the accuracy and stability of the clock get from the GPS receiver are considered in the range of pps. And we verified the system clock stability of a micro-controller system using the pps pulse supplied by the GPS receiver. In complex system of digital processing, the rack of precise timing signal may cause the serious problem or breakdown accident. To get rid of these undesirable problems, we introduced VCXO circuit to a micro-controller system to preserve high accurate clock stability.