• Title/Summary/Keyword: GPS data

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Analysis of Human Spatial Behavior with GPS and Visual OLAP Technology (GPS와 시각적 OLAP 기술을 이용한 공간행태분석 연구)

  • Cho, Jae-Hee;Seo, Il-Jung
    • Information Systems Review
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    • v.11 no.1
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    • pp.181-196
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    • 2009
  • New domains in the analysis of the behavior of moving objects, particularly within human social settings, are generating research interest due to significant advances in the accuracy and production cost of global positioning system (GPS) devices. However, although potential applications have been described in multiple research areas, practical and viable business implementations of GPS technology remain challenging. This paper combines the potential of GPS capabilities with the analytical power of OLAP and data visualization to examine data on the movements of visitors in a zoological garden. Based on this example, the benefits and limitations of the application of GPS technology to the analysis of human spatial behavior are discussed.

Sustainable Surface Deformation Related with 2006 Augustine Volcano Eruption in Alaska Measured Using GPS and InSAR Techniques

  • Lee, Seulki;Kim, Sukyung;Lee, Changwook
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.34 no.4
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    • pp.357-372
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    • 2016
  • Augustine volcano, located along the Aleutian Arc, is one of the most active volcanoes in Alaska and nearby islands, with seven eruptions occurring between 1812 and 2006. This study monitored the surface displacement before and after the most recent 2006 eruption. For analysis, we conducted a time-series analysis on data observed at the permanent GPS(Global Positioning System) observation stations in Augustine Island between 2005 and 2011. According to the surface displacement analysis results based on GPS data, the movement of the surface inflation at the average speed of 2.3 cm/year three months prior to the eruption has been clearly observed, with the post-eruption surface deflation at the speed of 1.6 cm/year. To compare surface displacements measurement by GPS observation, ENVISAT(Environmental satellite) radar satellite data were collected between 2003 and 2010 and processed the SBAS(Small Baseline Subset) method, one of the time-series analysis techniques using multiple InSAR(Interferometric Synthetic Aperture Radar) data sets. This result represents 0.97 correlation value between GPS and InSAR time-series surface displacements. This research has been completed precise surface deformation using GPS and time-series InSAR methods for a detection of precursor symptom on Augustine volcano.

EKF Based Outdoor Positioning System using Multiple GPS Receivers (다중 GPS를 이용한 EKF 기반의 실외 위치 추정 시스템)

  • Choi, Seung-Hwan;Kim, Yun-Ki;Hwang, Yo-Seop;Kim, Hyun-Woo;Lee, Jang-Myung
    • The Journal of Korea Robotics Society
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    • v.8 no.2
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    • pp.129-135
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    • 2013
  • In this paper, a high precision outdoor positioning system is newly proposed using multiple GPS receivers based on the Extended Kalman Filter (EKF). Typically, the GPS signal has the instantaneous errors that degrade the positioning seriously. Using the multiple GPS receivers instead of an expensive DGPS receiver, the positioning reliability and accuracy are improved in this research as a low cost solution. To incorporate the small displacement, an INS data have been tightly coupled to the GPS data, which has the inherit disadvantage of the cumulative error occurring over time. To achieve a stabilized and accurate positioning system, the multiple GPS receiver data are fused with the INS data through the EKF process. Through real navigation experiments of an outdoor mobile robot, the performance of the proposed system has been verified to be accurate comparable to DGPS system with a lower cost.

DEVELOPMENT OF A S/W SYSTEM FOR RELATIVE POSITIONING USING GPS CARRIER PHASE (GPS의 반송파 위상을 이용한 상대측지 S/W의 개발)

  • 안용원;김천휘;박필호;박종옥;조정호
    • Journal of Astronomy and Space Sciences
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    • v.14 no.2
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    • pp.347-354
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    • 1997
  • We developed a GPS phase data processing S/W system which calculates baseline vectors and distances between two points located in the surface of the Earth. For this development a Double-Difference mothod and L1 carrier phase data from GPS(Global positioning System) were used. This S/W system consists of four main parts: satellite position calculation, Single-Difference equation, Double-Difference equation, and correlation. To verify our S/W, we fixed KAO($N36^{circ}.37,E127^{circ}.37,H77.61m$), one of the International GPS Services for Geodynamics, which is located at Tae-Jon, and we measured baseline vectors and relative distances with data from observations at approximate baseline distances of 2.7, 42.1, 81.1, 146.6km. Then we compared the vectors and distances with the data which we obtained from the GPSurvey S/W system, with the L1/L2 ION-Free method and broadcast ephemeris. From the comparison of the vectors and distances with the data from the GPSurvey S/W system, we found baseline vectors X, Y, Z and baseline distances matched well within the extent of 50cm and 10cm, respectively.

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An Efficient Clustering Algorithm for Massive GPS Trajectory Data (대용량 GPS 궤적 데이터를 위한 효율적인 클러스터링)

  • Kim, Taeyong;Park, Bokuk;Park, Jinkwan;Cho, Hwan-Gue
    • Journal of KIISE
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    • v.43 no.1
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    • pp.40-46
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    • 2016
  • Digital road map generation is primarily based on artificial satellite photographing or in-site manual survey work. Therefore, these map generation procedures require a lot of time and a large budget to create and update road maps. Consequently, people have tried to develop automated map generation systems using GPS trajectory data sets obtained by public vehicles. A fundamental problem in this road generation procedure involves the extraction of representative trajectory such as main roads. Extracting a representative trajectory requires the base data set of piecewise line segments(GPS-trajectories), which have close starting and ending points. So, geometrically similar trajectories are selected for clustering before extracting one representative trajectory from among them. This paper proposes a new divide- and-conquer approach by partitioning the whole map region into regular grid sub-spaces. We then try to find similar trajectories by sweeping. Also, we applied the $Fr{\acute{e}}chet$ distance measure to compute the similarity between a pair of trajectories. We conducted experiments using a set of real GPS data with more than 500 vehicle trajectories obtained from Gangnam-gu, Seoul. The experiment shows that our grid partitioning approach is fast and stable and can be used in real applications for vehicle trajectory clustering.

A Study on the Web Service of GPS Data Processing (GPS 자료처리를 위한 웹 서비스에 관한 연구)

  • Woo, In-Je;Kim, Byung-Guk
    • 한국공간정보시스템학회:학술대회논문집
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    • 2005.05a
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    • pp.209-213
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    • 2005
  • GPS를 이용한 측량 결과를 현장에서 직접 확인하여 적합성을 검토하는 것은 작업의 시간이나 효율성에서 많은 장점을 가지고 있다. 따라서 인터넷을 이용하여 사용자가 현장에서 GPS 측량 결과를 확인하고 성과를 점검할 수 있는 GPS 자료처리 웹 서비스의 구현이 필요하다. 인터넷을 이용한 GPS 자료처리의 웹 서비스는 GPS 자료를 인터넷을 이용하여 서버로 전송하는 사용자 부분(Client Part)과 전송된 GPS 자료를 처리하여 사용자에게 결과를 전송하는 서버 부분(Sever Part)으로 나된다. 본 연구에서는 업 로드 컴포넌트를 이용하여 GPS 자료를 업로드하고, 이 자료를 웹 브라우저와 연동된 자료처리 소프트웨어를 이용하여 처리하며, 처리된 결과를 사용자에 보여주는 소프트웨어를 개발하였다.

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Experimental Comparison of Software for Real-time GPS Precision Positioning (실시간 GPS 정밀 측위를 위한 소프트웨어의 실험적 비교)

  • Lee, Ki-Do;Choi, Yun-Soo;Lee, Im-Pyeong
    • Journal of Korean Society for Geospatial Information Science
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    • v.13 no.1 s.31
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    • pp.37-43
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    • 2005
  • GPS has been increasingly used in high precision positioning thanks to rapid advances of GPS technology. In order to acquire precise coordinates from GPS, it is important to solve accurately integer ambiguity inherent in GPS signals. The previous methods to solve this ambiguity were mostly based on multi-epoch data but recently a method based on single-epoch data has been developed. In this study, we selected three sets of software based on these methods, applied them to GPS baseline processing, and analyzed the experimental results. From these analyses, we have also verified the potential of their uses in real time precision positioning.

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A Study on the Establishment of Geodetic Control Points for GPS (GPS 측지기준점 설정에 관한 연구)

  • 박필호;한인우;김천휘;강준묵
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.9 no.1
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    • pp.37-45
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    • 1991
  • The purpose of this study is to establish the geodetic control points of GPS in Korea and estimate a measurment ability of GPS for the long baseline. For this, we performed the simultaneous GPS observations at two points in Korea and one point in Japan, and analized the precision of GPS survey according to the data process methods. As the results, three dimensional coordinates of two points in Korea are precisely established on basis of WGS 84 coordinate system and it is demonstrated that the measurement ability of GPS is 0.1 ppm for long baseline. We expect that in the future this result will be used as the basic data for securing the geodetic control points of GPS in Korea.

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The Update of Korean Geoid Model based on Newly Obtained Gravity Data (최신 중력 자료의 획득을 통한 우리나라 지오이드 모델 업데이트)

  • Lee, Ji-Sun;Kwon, Jay-Hyoun;Keum, Young-Min;Moon, Ji-Yeong
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.29 no.1
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    • pp.81-89
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    • 2011
  • The previous land gravity data in Korea showed locally biased irregular distribution. Especially, this problem was more serious in the mountainous area where the data density was significantly low. The same problem appeared in GPS/Levelling data thus the precision of the geoid could not be improved. From 2008, new gravity and GPS/Levelling data has been collected by the unified control point and survey on the benchmark project which were funded by the national geographic information institute. The newly obtained data has much better distribution and precision so that it could be used for update precision of geoid model. In this study, the new precision geoid has been calculated based old and new gravity data and this model showed 5.29cm of precision compared to 927 points of GPS/Levelling data. And the degree of fit and precision of hybrid geoid has been calculated 2.99cm and 3.67cm. The new gravimetric geoid has been updated about 27% over whole country. And it showed 42% of precision update due to collection of new gravity data on the Kangwon/Kyeongsang area which showed quite low distribution. In 2010, about 4,000 points of gravity and 300 points of GPS/Levelling data has been obtained by unified control and survey on benchmark project. We expect that new data will contribute to updating geoid precision and veri tying precision more objectively.

Application of Multi-Antenna GPS Technology in Monitoring Stability of Slopes

  • Ding, X.L.;Dai, W.J.;Yang, W.T.
    • Proceedings of the Korean Geotechical Society Conference
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    • 2009.09a
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    • pp.651-659
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    • 2009
  • There are a great number of man-made and natural slopes in many parts of the world including Hong Kong and Mainland China. For example, there are over 40,000 slopes in Hong Kong registered by the Hong Kong Government. Landslides due to slope failures can often cause catastrophes that involve the loss of both lives and important facilities. GPS has been demonstrated to have great potentials for use in monitoring slope stability and landslides. However, the high hardware cost of GPS has limited the wide spread use of GPS for such applications. The multi-antenna GPS technology initiated by the research group and our collaborators has significantly reduced the cost of GPS and provided a solution to a number of associated problems such as data management and power supply. This paper discusses practical applications of multi-antenna GPS technology in slope monitoring, including system design, setting up, data transmission and management, and data quality analysis and control. Some slope monitoring examples are given to illustrate the points discussed.

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