• Title/Summary/Keyword: Data simulator

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Development of LiDAR Simulator for Backpack-mounted Mobile Indoor Mapping System

  • Chung, Minkyung;Kim, Changjae;Choi, Kanghyeok;Chung, DongKi;Kim, Yongil
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.35 no.2
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    • pp.91-102
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    • 2017
  • Backpack-mounted mapping system is firstly introduced for flexible movement in indoor spaces where satellite-based localization is not available. With the achieved advances in miniaturization and weight reduction, use of LiDAR (Light Detection and Ranging) sensors in mobile platforms has been increasing, and indeed, they have provided high-precision information on indoor environments and their surroundings. Previous research on the development of backpack-mounted mapping systems, has concentrated mostly on the improvement of data processing methods or algorithms, whereas practical system components have been determined empirically. Thus, in the present study, a simulator for a LiDAR sensor (Velodyne VLP-16), was developed for comparison of the effects of diverse conditions on the backpack system and its operation. The simulated data was analyzed by visual inspection and comparison of the data sets' statistics, which differed according to the LiDAR arrangement and moving speed. Also, the data was used as input to a point-cloud registration algorithm, ICP (Iterative Closest Point), to validate its applicability as pre-analysis data. In fact, the results indicated centimeter-level accuracy, thus demonstrating the potentials of simulation data to be utilized as a tool for performance comparison of pointdata processing methods.

Development of a General Purpose Simulator for Evaluation of Vehicle LIDAR Sensors and its Application (차량용 라이다 센서의 평가를 위한 범용 시뮬레이터 개발 및 적용)

  • Im, Ljunghyeok;Choi, Kyongah;Jeong, Jihee;Lee, Impyeong
    • Korean Journal of Remote Sensing
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    • v.31 no.3
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    • pp.267-279
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    • 2015
  • In the development of autonomous vehicles, the importance of LIDAR sensors becomes larger. For sensor selection or algorithm development, it is difficult to test expensive LIDAR sensors mounted on a vehicle under various driving environment. In this study, we developed a simulator that is generally applicable for various vehicle LIDAR sensors based on the generalized geometric modeling of the common processes associated with vehicle LIDAR sensors. By configuring this simulator with the specific sensors being widely used, we performed the data simulation and quality analysis. Also, we applied the simulation data to obstacle detection and evaluated the applicability of the selected sensor. The developed simulator enables various experiments and algorithm development in parallel with hardware implementation prior to the deployment and operation of a sensor.

A Study on Development and Validation of DIP to Application of Aircraft Database in Rea- Time Simulator Environment (실시간 시뮬레이터 환경에서 항공기 데이터베이스 적용을 위한 DIP 개발 및 검증에 관한 연구)

  • Kang, Im-Ju;Kim, Chong-Sup;Lee, Gi-Beom;Ahn, Sung-Jun;Shin, Sun-Young;Cho, In-Je;Ahn, Jong-Min
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.36 no.8
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    • pp.807-815
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    • 2008
  • In this paper, design, development and evaluation of DIP(Database Interface Program) are presented. The main purpose of this study is to improve the simulation quality to get more realistic response of target system. The designed and developed major function is composed of flexible memory structure, efficient arithmetic database language and high speed interpolation/extrapolation algorithm. To evaluate the operation speed and accuracy of returned data, trim simulation is performed based on in-house software and, DIP is applied to existing real-time simulator such as engineering HQS(Handling Quality Simulator) to evaluate reliability and performance. The result of evlaution reveals that calculation speed and data accuracy are satisfied, and flight performance is satisfied in the real-time simulator environments.

Development of an ACMI Simulator Based on LVC Integrating Architecture (LVC 통합 아키텍처 기반 실기동급 ACMI 모의기 개발)

  • Jang, Youngchan;Oh, Jihyun;Myung, Hyunsam;Kim, Cheonyoung;Hong, Youngseok
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.43 no.6
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    • pp.540-547
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    • 2015
  • This paper describes development contents and flight tests of an ACMI simulator based on LVC integrating architecture. ACMI is the system that provides air combat training and ground bombing training for improving fighting efficiency, that is the live simulation involving real people to operate real systems. ACMI simulator was developed for technic acquisition of LVC interoperability by using data link communication. ACMI simulator simulated maneuvering of a fighter by operating an UAV, a fighter can be distinguished from an UAV by maneuvering characteristics. This study proposes maneuvering simulation method by using flight data of the UAV, and performed its flight test for verifying similarity of fighter maneuvering.

Steady-state Simulation and Energy-saving Optimization of Monoethylene Glycol Production Process (모노에틸렌 글리콜 생산공정의 정상상태 모사 및 에너지 절약 최적화 연구)

  • Kim, Tae Ki;Jeon, In Cheol;Chung, Sung Taik
    • Korean Chemical Engineering Research
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    • v.46 no.5
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    • pp.903-914
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    • 2008
  • This study was undertaken for the production capacity expansion and energy saving through entire process simulation and optimization for the commercial process of manufacturing monoethylene glycol as a staple from ethylene oxide. Aspen $Plus^{TM}$(ver. 2006) was employed in the simulation and optimization work. The multicomponent vapor-liquid equilibria involved in the process were calculated using the NRTL-RK equation. As for the binary interaction parameters required for a total of 91 binary systems, those for 8 systems were self-supplied by the simulator, those for 28 systems were estimated through regression of the VLE data in the literature, and the remainder were estimated with the estimation system built in the simulator. Subsequent to ascertaining the accuracy of the generated parameters through comparison between actual and simulated process data, sensitive variables highly affecting the process were searched and selected using sensitivity analysis tool in the simulator. The optimum operating conditions minimizing the total heat duty of the process were investigated using the optimization tool based on the successive quadratic programming in the simulator.

Evaluation of Storage Engine on Edge-Based Lightweight Platform using Sensor·OPC-UA Simulator (센서·OPC-UA 시뮬레이션을 통한 엣지 기반 경량화 플랫폼 스토리지 엔진 평가)

  • Woojin Cho;Chea-eun Yeo;Jae-Hoi Gu;Chae-Young Lim
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.3
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    • pp.803-809
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    • 2023
  • This paper analyzes and evaluates to optimally build a data collection system essential for factory energy management systems on an edge-based lightweight platform. A "Sensor/OPC-UA simulator" was developed based on sensors in an actual food factory and used to evaluate the storage engine of edge devices. The performance of storage engines in edge devices was evaluated to suggest the optimal storage engine. The experimental results show that when using the RocksDB storage engine, it has less than half the memory and database size compared to using InnoDB, and has a 3.01 times faster processing time. This study enables the selection of advantageous storage engines for managing time-series data on devices with limited resources and contributes to further research in this field through the sensor/OPC simulator.

Development and Validation of Multi-Purpose Geostatistical Model with Modified Kriging Method (수정된 Kriging법을 응용한 다목적지구통계모델의 개발 및 타당성 검토)

  • Kim, In-Kee;Sung, Won-Mo;Jung, Moon-Young
    • Economic and Environmental Geology
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    • v.26 no.2
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    • pp.207-215
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    • 1993
  • In modem petroleum reservoir engineering, the characterization of reservoir heterogeneities is very important to accurately understand and predict reservoir production performance. Formation evaluation for the description of reservoir is generally conducted by performing the analysis of well logging, core testing, and well testing. However, the measured data points by well logging or core testing are in general very sparse and hence reservoir properties should be interpolated and extrapolated from measured points to uncharacterized areas. In assigning the data for the unknown points, simple averaging technique is not feasible as optimum estimation method since this method does not account the spatial relationship between the data points. The main goal of this work is to develop PC-version of multi-purpose geostatistical model in which several stages are systematically proceeded. In the development of model, the simulator employs a automatic selection of semivariogram function such as exponential or spherical model with the best values of $R^2$. The simulator also implements a special algorithm for the fitting of semivariogram function to experimental sernivariogram. The special algorithm such as trial and error scheme is devised since this method is much more reliable and stable than Gauss-Newton method. The simulator has been tested under stringent conditions and found to be stable. Finally, the validity and the applicability of the developed model have been studied against some existing actual field data.

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Developing the travel cost function based on Microscopic Simulator(VISSIM) Data (미시적 교통류 시뮬레이터기반 통행비용함수의 개발 및 적용)

  • Cho, Hyun-Woo;Lee, Yong-Taeck
    • International Journal of Highway Engineering
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    • v.9 no.4
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    • pp.129-134
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    • 2007
  • In general, based on traffic data in a ideal traffic condition, BPR cost function is used to a variety of transportation policies. However, Some researchers have reported that BRP cost function is not appropriate for analyzing traffic pattern as well as forecasting future demand.(Spiess, 1989 ; Singh, 1999) Therefore, in this paper to solve this problem, a methodology based on data through Micro traffic Simulator Based(MSB) is developed. As a result following outputs are obtained ; (1) presenting a methodology to develop a travel cost function through VISSIM in order to assess transportation policies and (2) developing BRP cost function and MSB cost function from data analysis through VISSIM and verifying availability of MSB function by comparative analysis.

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Development of the Basic Module for Marine Environmental Database by Using ENC Data (전자해도의 정보를 이용한 해상환경 데이터베이스 기본 모듈의 개발)

  • 김창제;예병덕;송재욱;김원욱;김국주
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.9 no.1
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    • pp.73-77
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    • 2003
  • This paper describes a method for making 3D marine environmental database of ship handling simulator by using electronic nautical chart data. While developing simulator system, we had to digitize the nautical paper chart in order to obtain the basic data including coastline, navigational aids and so on. With the proposed method, we can get easily exact data from electronic navigational chart data, which is coded according to S-57 transfer standard of IHO and necessary to make the database of visual presentation system.

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Development of the basic module for marine environmental database by using ENC data (전자해도의 정보를 이용한 해상환경 데이터베이스 기본 모듈의 개발)

  • 김창제;예병덕;송재욱;김원욱;김국주
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2003.05a
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    • pp.187-191
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    • 2003
  • This paper describes a method for making 3D marine environmental database of ship handling simulator by using electronic nautical chart data. While developing simulator system, we had to digitize the nautical paper chart in order to obtain the basic data including coastline, navigational aids and so on. In our method, we can get easily exact data necessary to make the database of visual presentation system from electronic nautical chart data that is coded according to S-57 transfer standard of IHO.

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