• International journal of advanced smart convergence
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• 제7권4호
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• pp.27-39
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• 2018

Since the global positioning system (GPS) has been included in mobile devices (e.g., for car navigation, in smartphones, and in smart watches), the impact of personal GPS log data on daily life has been unprecedented. For example, such log data have been used to solve public problems, such as mass transit traffic patterns, finding optimum travelers' routes, and determining prospective business zones. However, a real-time analysis technique for GPS log data has been unattainable due to theoretical limitations. We introduced a machine learning model in order to resolve the limitation. In this paper presents a new, three-stage real-time prediction model for a person's daily route activity. In the first stage, a machine learning-based clustering algorithm is adopted for place detection. The training data set was a personal GPS tracking history. In the second stage, prediction of a new person's transient mode is studied. In the third stage, to represent the person's activity on those daily routes, inference rules are applied.

• 대한공간정보학회지
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• 제11권1호
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• pp.61-69
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• 2003

본 연구에서는 위성측위의 정확도를 평가하기 위해서 위성 데이터 수신에 장애가 없는 개할지역, 신호차단과 다중경로 오차를 유발하는 고층 건물 및 차량 통행과 전주 등이 산재한 도심지역을 실험지로 선정하였다. 첫째, 재래식 측량방법으로 RTK-GPS와 RTK-GPS/GLONASS 적용가능성을 평가하였고 결과적으로 실시간 GPS단독측위보다 GPS/GLONASS 결합 시 성과가 더 우수하게 나왔다. 그리고 개할지역에처는 실시간 차분측위와 실시간 동적 측위 모두 GPS/GLONASS 결합시 성과가 더 우수하게 나타났다. 따라서 지적 전산화를 위한 필지중심토지정보시스템 구축에 필요한 기본도의 수치화 작업과 기존 도면을 전산화하는 방법에 있어 RTK-GPS, RTK-CPS/GLONASS 방법을 사용한다면 시간과 비용의 절감 효과가 있을 것이며, 향후 GPS와TS 결합으로 국가지리정보체계(NGIS)의 자료기반 구축, 지적재조사 사업 준비 및 현장실시설계 등에 크게 기여할 것이다.

• Journal of Astronomy and Space Sciences
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• 제30권3호
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• pp.207-212
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• 2013

Ionosphere is one of the largest error sources when the navigational signals produced by Global Positioning System (GPS) satellites are transmitted. Therefore it is very important to estimate total electron contents (TEC) in ionosphere precisely for navigation, precise positioning and some other applications. When we provide ionospheric TEC values in real-time, its application can be expanded to other areas. In this study we have used data obtained from nine Global Navigation Satellite System (GNSS) reference stations which have been operated by Korea Astronomy and Space Science Institute (KASI) to detect ionospheric TEC over South Korea in real-time. We performed data processing that covers converting 1Hz raw data delivered from GNSS reference stations to Receiver INdependent Exchange (RINEX) format files at intervals of 5 minutes. We also analyzed the elevation angles of GPS satellites, vertical TEC (VTEC) values and their changes.

• International Journal of Ocean Engineering and Technology Speciallssue:Selected Papers
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• 제6권1호
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• pp.22-29
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• 2003

This research aims at investigation of accuracy potential of RTK(Real-Time Kinematic) GPS in combination with Echo Sounder(E/S) for the coastal mapping. Apart from this purpose, the accuracy of ambiguity resolution with the OTF(On The Fly) method was tested with respect to the initialization time. The result shows that the accuracy is better than 1cm with 5-minute initialization in the distance of 10km baseline. The seaside topography was measured by the RTK GPS only, on the other hand the seafloor topography was surveyed in combination of RTK GPS and E/S. Comparing to the volume of seaside measured by RTK GPS and digital topographical map, the difference of only 2% was achieved. This indicates that the coastal mapping. As a result, it has been revealed that every possible noise in surveying could be corrected and the accuracy could be improved. The accuracy of GPS data acquired in real time was as good as that acquired by post processing. It is expected that it will be useful for the analysis of coastal geographic characteristics because DTM(Digital Terrain Model) can be also constructed for the harbor reclamation, the dredging, and the variation of soil movement in a river.

• 한국해양공학회지
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• 제17권3호
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• pp.13-20
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• 2003

This research aims at investigation of accuracy potential of RTK(Real-Time Kinematic) GPS in combination with Echo Sounder(E/S) for the coastal mapping. Apart from this purpose, the accuracy of ambiguity resolution with the OTF(On The Fly) method was tested with respect to the initialization time. The result shows that the accuracy is better than 1cm with 5-minute initialization in the distance of 10km baseline. The seaside topography was measured by the RTK GPS only, on the other hand the seafloor topography was surveyed in combination of RTK GPS and E/S. Comparing to the volume of seaside measured by RTK GPS and digital topographical map, the difference of only $2\%$ was achieved. This indicates that the coastal mapping. As a result, it has been revealed that every possible noise in surveying could be corrected and the accuracy could be improved. The accuracy of GPS data acquired in real time was as good as that acquired by post processing. It is expected that it will be useful for the analysis of coastal geographic characteristics because DTM(Digital Terrain Model) can be also constructed for the harbor reclamation, the dredging, and the variation of soil movement in a river.

• Transactions on Control, Automation and Systems Engineering
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• 제3권3호
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• pp.196-202
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• 2001

Quick evaluations of two in-plane orbit maneuvers using small sets of real-time GPS navigation solutions were performed for the KOMPSAT-1 spacecraft operation. Real-time GPS navigation solutions of the KOMPSAT-1 were collected during the Korean Ground Station(KGS) pass. Only a few sets of position and velocity data after completion of the thruster firing were used for the quick maneuver evaluations. The results were used for antenna pointing data predictions for the next station contact. Normal orbit maneuver evaluations using large sets of playback GPS navigation solutions were also performed and the result were compared with the quick evaluation results.

• Spatial Information Research
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• 제11권3호
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• pp.291-299
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• 2003

모바일 매핑시스템은 차량에 CCD카메라와 위치측정장비(GPS/INS, Odometer 등)를 장착하고 도로에서 일정한 거리 또는 시간간격으로 지리 정보 데이터를 획득하는 이동 정보취득 시스템이다. 이러한 모바일 매핑시스템으로부터의 자료가 실시간으로 사용자에게 전달되면, 사용자는 이동국의 위치 및 지리정보 상황을 쉽게 파악할 수 있는 장점이 있다. 실시간 위치정보 제공의 방법은 PDA, 무선모뎀, 핸드폰 그리고 웹 등 여러 가지가 있을 수 있으나, 안정적이고 효율적이며, 경제적인 방법으로 웹을 통한 전송을 생각할 수 있다. 웹을 이용한 실시간 지리정보 전송을 위해서는 먼저 실시간 위치측정이 가능한 모바일 매핑시스템을 이용하여 지리정보를 취득하고 이를 웹을 통하여 전송할 수 있는 플랫폼이 필요하다. 본 연구에서는 실시간 위치정보를 취득할 수 있는 GPS/INS 시스템을 이용하여 데이터를 취득한 후 사용자가 모바일 매핑시스템의 실시간 위치정보를 확인할 수 있도록 웹으로 전송하는 플랫폼을 연구하였다.

• 한국측량학회:학술대회논문집
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• 한국측량학회 2003년도 추계학술발표회 논문집
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• pp.69-74
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• 2003

This study is aimed to develop a system to position and manage object flow in real time. Logistics management system which position objects and vans using GPS is required to load, unload and keep freight effectively and in real time at sea or airport. In this study, a management system which is consisted of five sub-systems is developed; GPS position analysis system, GPS interface system, mapping system, network system and database management system.

• 한국군사과학기술학회지
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• 제4권2호
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• pp.52-59
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• 2001

In this paper, we have proposed a capability of applying Global Positioning System(GPS) to cannon laying. High precision GPS positioning can be used for measuring precise positions and angles. Therefore, we have tested on applying GPS positioning technique to measurement of positions and angles, which related to cannon laying. First of all, we have determined a GPS reference position using various positioning methods. Then we have carried out several tests that are process of taking corner angles between neighboring two vectors. Each vector can be calculated by post/real time positioning of two GPS antennas placed on the both ends of the howitzer. The Comer Angles from Post processing(CAP) are compared with the other Corner Angles from Real time positioning(CAR). As the results, we have an agreement between CAP and CAR within 0.25 mil average, 0.29 mil standard deviation. Finally, we have discussed about the capabilities and problems in artillery arrangement using GPS.

• 정보처리학회논문지A
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• 제8A권4호
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• pp.429-438
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• 2001

GPS(Global Positioning System)는 시간, 기상 상태에 관계없이 지구 전역에서 사용 가능한 가장 이상적인 항법 시스템이다. GPS는 현재 건설, 측량, 환경, 통신과 지능 항체 등 다양한 분야에서 응용되고 있으며, 앞으로 그 활용은 더욱 커질 것이다. 본 논문은 GPS와 관성 항법 시스템(INS ：Inertial Navigation System)을 혼합 구성한 수신보드의 항법 컴퓨터 부에서 동작하는 실시간 운영체제에 대한 설계 및 구현에 관한 것이다. 실시간 운영체제는 항법 컴퓨터 부에서 GPS의 운용 태스크(task)들을 수행하게 된다. 개발된 실시간 운영체제는 GPS 수신기 수행에 최적인 환경을 제공하도록 하며, 사용자로 하여금 고수준의 응용으로 GPS용 프로그램을 개발할 수 있도록 한다. 본 운영체제는 태스크들을 우선 순위 기반으로 처리하는 선점형(preemptive) 스케쥴링 방식을 채택한 운영체제이며, 동적 메모리 관리, 인터럽트, 타이머, IPC 등의 부분으로 구성되어 있다. 논문에는 GPS/INS 통합 보드 시스템의 구조, 운영체제의 구조, 개발 환경, 실시간 운영체제의 성능 평가에 대한 내용들을 기술하였다.