• Title/Summary/Keyword: Multiple robotics

Search Result 603, Processing Time 0.017 seconds

IMM Filterbank for Wideband-maneuvering Target Tracking (광대역 기동표적 대응 IMM 필터뱅크)

  • Lee, Jeong Cheor;Yu, Chang Ho;Choi, Jae Weon
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.20 no.8
    • /
    • pp.882-889
    • /
    • 2014
  • This paper deals with a filterbank based on the IMM (Interacting Multiple Model) that combines data from a sensor and uses them selectively depending on a level of maneuver. Furthermore, within the maneuver interval, the existing IMM filter has disadvantages such as unnecessary target estimation errors caused by using a constant velocity model and an increase of computation load because of a fixed structure. On the other hand, the proposed IMM filterbank overcomes these disadvantages by using three model groups and designs a filterbank to cope with a wideband-maneuvering target. The performances of the IMM filterbank was evaluated through comparison with the existing IMM via computer simulations. The results show good performances for a wideband-maneuvering target.

Characteristics of the Float Solutions in Epoch-by-epoch GNSS Precise Positioning (Epoch-by-epoch GNSS 정밀 측위에서 실수해의 특성)

  • Han, Deok-Hee;Park, Chan-Sik;Hwang, Dong-Hwan;Lee, Sang-Jeong
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.15 no.12
    • /
    • pp.1254-1257
    • /
    • 2009
  • This paper describes characteristics of the float solutions of epoch-by-epoch GNSS precise positioning. It is shown that the accuracy of the floating solutions which are obtained using both code and carrier phase measurements are same as that of the code measurements only solution. It implies that to get more accurate floating position, the quality of code measurements are more important than that of carrier phase measurements. The results are expanded to multiple frequencies applications to get the same conclusions.

Integer Programming Models for Disassembly Scheduling (분해 일정계획 문제에 대한 정수계획 모형)

  • Lee Dong-Ho;Kim Hwa-Joong;Xirouchakis Paul
    • Proceedings of the Korean Operations and Management Science Society Conference
    • /
    • 2003.05a
    • /
    • pp.369-374
    • /
    • 2003
  • Disassembly scheduling is the problem or determining the ordering and disassembly schedules or used or end-of-life products while satisfying the demand or their parts or components over a certain planning horizon. To represent and optimally solve the basic case. i e ., single product type without parts commonality, an Integer programming model is suggested for the objective or minimizing the sum or purchase, setup, inventory holding, and disassembly operation costs. Then, the basic model is offended to consider the cases or single and multiple product types with parts commonality. Computational experiments done on the examples obtained from the literature show that the integer programming approach suggested in this paper works well.

  • PDF

Optimal heat exchanger network synthesis through heuristics and system separation method (경험법칙과 계의 분리법을 통한 최적 열교환망 합성)

  • Lee, Hae-Pyeong;Ryu, Gyeong-Ok
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.1 no.2
    • /
    • pp.119-126
    • /
    • 1995
  • The purpose of this study is to develop the technique of energy recovery and energy saving by using the optimization of heat exchanger network synthesis. This article proposes a new method of determining the optimal target of a heat exchanger network synthesis problem of which data feature multiple pinch points. The system separation method we suggest here is to subdivide the original system into independent subsystems with one pinch point. The optimal cost target was evaluated and the original pinch rules at each subsystem were employed. The software developed in this study was applied to the Alko prosess, which is an alcohol production process, for the synthesis of heat exchanger network. It was possible to save about 15% of the total annual cost.

  • PDF

Model-Free Hybrid Fault Detection and Isolation For UAV Inertial Measurement Sensors (무인기 관성측정 센서의 비모델 복합 고장진단기법)

  • Kim, Seung-Keun;Kim, You-Dan
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.11 no.3
    • /
    • pp.200-206
    • /
    • 2005
  • In this paper, a redundancy management system for aircraft is studied, and FDI (Fault Detection and Isolation) algorithm of inertial sensor system is proposed. UAV system cannot allow triple or quadruple hardware redundancy due to the limitations on space and weight. In the UAV system with dual sensors, it is very difficult to identify the faulty sensor. Also, conventional FDI method cannot isolate multiple faults in a triple redundancy system. In this paper, hardware based FDI technique is proposed, which combines a parity equation approach with the wavelet based technique, which is a model-free FDI method. To verify the effectiveness of the proposed FDI method, numerical simulations are performed.

Comparative Analysis of Models used to Predict the Temperature Decreases in the Steel Making Process using Soft Computing Techniques (철강 생산 공정에서 Soft Computing 기술을 이용한 온도하락 예측 모형의 비교 연구)

  • Kim, Jong-Han;Seong, Deok-Hyun
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.13 no.2
    • /
    • pp.173-178
    • /
    • 2007
  • This paper is to establish an appropriate model for predicting the temperature decreases in the batch transferred from the refining process to the caster in steel-making companies. Mathematical modeling of the temperature decreases between the processes is difficult, since the reaction mechanism by which the temperature changes in a molten steel batch is dynamic, uncertain and complex. Three soft computing techniques are examined using the same data, namely the multiple regression, fuzzy regression, and neural net (NN) models. To compare the accuracy of these three models, a limited number of input variables are selected from those variables significantly affecting the temperature decrease. The results show that the difference in accuracy between the three models is not statistically significant. Nonetheless, the NN model is recommended because of its adaptive ability and robustness. The method presented in this paper allows the temperature decrease to be predicted without requiring any precise metallurgical knowledge.

A Camera Calibration Method using Several Images for Three Dimensional Measurement (여러 장의 영상을 사용하는 3차원 계측용 카메라 교정방법)

  • Kang, Dong-Joong
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.13 no.3
    • /
    • pp.224-229
    • /
    • 2007
  • This paper presents a camera calibration method using several images for three dimensional measurement applications such as stereo systems, mobile robots, and visual inspection systems in factories. Conventional calibration methods that use single image suffer from errors related to reference point extraction in image, lens distortion, and numerical analysis of nonlinear optimization. The camera parameter values obtained from images of same camera is not same even though we use same calibration method. The camera parameters that are obtained from several images of different view for a calibration target is usaully not same with large error values and we can not assume a special probabilistic distribution when we estimate the parameter values. In this paper, the median value of camera parameters from several images is used to improve estimation of the camera values in an iterative step with nonlinear optimization. The proposed method is proved by experiments using real images.

Trajectory Planning of Multi Agent Robots for Robot Soccer Using Complex Potential (복소 포텐셜을 이용한 로봇 축구용 다개체 로봇의 경로 계획)

  • Lee, Kyunghee;Kim, Donghan;Rew, Keun-Ho
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.18 no.12
    • /
    • pp.1073-1078
    • /
    • 2012
  • This paper deals with the trajectory planning of multi agent robots using complex potential theory for robot soccer. The complex potential theory is introduced, then the circle theorem is used to avoid obstacles, and the vortex pair is used to make precise kicking direction of robot. Various situations of robot soccer are simulated and the effect of vortex strength and the speed of robots are discussed and the better way to avoid obstacles and to kick the precise direction is found. The feasibilities of complex potential theory to apply for the multi agent robots are successful.

Efficient Scheduling Algorithm for Sequential Multipurpose Batch Processes (순차적 다목적 회분식 공정을 위한 효과적인 일정계획)

  • 강진수;복진광;문성득;박선원;이태용
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.6 no.5
    • /
    • pp.426-432
    • /
    • 2000
  • A novel mixed-integer linear programming model for the short-term scheduling of a sequential multipurpose batch plant is addressed. First, a time slot domain to each unit is introduced. By assigning each time slot to a product, we obtain the production sequence that minimizes makespan. For multiple-unit assignment problem where a few parallel units with the same function exist, production paths are defined for the distinction of the same stage with a different unit. As a second issue, the model adapted for sequence dependent changeover is presented. For a time slot of a unit, if a product is assigned to the time slot and a different product is assigned to the adjacent time slot, the changeover time considering this situation is included. The performance of the proposed models are illustrated through two examples.

  • PDF

Stereo Matching Method using Directional Feature Vector (방향성 특징벡터를 이용한 스테레오 정합 기법)

  • Moon, Chang-Gi;Jeon, Jong-Hyun;Ye, Chul-Soo
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.13 no.1
    • /
    • pp.52-57
    • /
    • 2007
  • In this paper we proposed multi-directional matching windows combined by multi-dimensional feature vector matching, which uses not only intensity values but also multiple feature values, such as variance, first and second derivative of pixels. Multi-dimensional feature vector matching has the advantage of compensating the drawbacks of area-based stereo matching using one feature value, such as intensity. We define matching cost of a pixel by the minimum value among eight multi-dimensional feature vector distances of the pixels expanded in eight directions having the interval of 45 degrees. As best stereo matches, we determine the two points with the minimum matching cost within the disparity range. In the experiment we used aerial imagery and IKONOS satellite imagery and obtained more accurate matching results than that of conventional matching method.