• Title/Summary/Keyword: GPS 알고리즘

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Development of Software GPS Receiver for GEO Satellites Using Weak Signal Receiver Algorithm (미약신호 수신 알고리즘을 활용한 정지궤도위성 탑재용 소프트웨어 GPS 수신기 개발)

  • Kim, Chong-Won;Kim, Ghang-Ho;Kee, Chang-Don
    • Journal of Advanced Navigation Technology
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    • v.18 no.4
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    • pp.312-318
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    • 2014
  • The altitudes of GEO satellites are higher than those of GPS satellites. Therefore the visibility and the received power of GPS signals are totally different from those of the users near the Earth's surface. In this study, we analyzed the visibility of GPS signals received on GEO satellites. And we also developed a software GPS receiver that works on GEO satellites using CCMDB algorithm which is a weak signal receiver algorithm. GPS signals received on a GEO satellite are generated by a commercial hardware GPS simulator and used for the verification of the developed software GPS receiver. The mean 3D position and velocity error are calculated as 165.636 m and 0.5081 m/s.

Application of the GPS Data Simplification Methods for Railway Alignments Reconstruction (철도 선형 복원을 위한 GPS 데이터 단순화 방법의 적용)

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    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.22 no.1
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    • pp.63-71
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    • 2004
  • This research is to reconstruction of railway alignment using GPS data, an investigation is made on the method of optimum simplification for reduction of unnecessary linear data, improve the accuracy by using four simplification algorithms among the methods. By applying two measured of displacement between observed data and it's simplification methods have been evaluated. The results showed that the complexities of lines is not practical to investigate simplification algorithms, the Douglas-Peucker method produced a little displacement between observed data and it's simplification. Its by using the Douglas-Peucker method to observed linear GPS data in railway track, design elements of horizontal alignment have been calculated. Then we could know that obtain the good results fur reconstruction of alignment elements through the methods and algorithns of this study.

Methodology of Calibration for Falling Objects Accident-Risk-Zone Approach Detection Algorithm at Port Considering GPS Errors (GPS 오차를 고려한 항만 내 낙하물 사고위험 알고리즘 보정 방법론 개발)

  • Son, Seung-Oh;Kim, Hyeonseo;Park, Juneyoung
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.19 no.6
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    • pp.61-73
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    • 2020
  • Real-time location-sensing technology using location information collected from IoT devices is being applied for safety management purposes in many industries, such as ports. On the other hand, positional error is always present owing to the characteristics of GPS. Therefore, accident-risk detection algorithms must consider positional error. This paper proposes an methodology of calibration for falling object accident-risk-zone approach detection algorithm considering GPS errors. A probability density function was estimated, with positional error data collected from IoT devices as a probability variable. As a result of the verification, the algorithm showed a detection accuracy of 93% and 77%. Overall, the analysis results derived according to the GPS error level will be an important criterion for upgrading algorithms and real-time risk managements in the future.

A Study on Algorithm for Travel Time Estimation using Restricted GPS Data (제한된 GPS정보를 활용한 통행 시간 추정 알고리즘에 관한 연구)

  • Yoo, Nam-Hyun
    • The Journal of the Korea institute of electronic communication sciences
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    • v.9 no.12
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    • pp.1373-1380
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    • 2014
  • In order to calculate accurate traffic and traffic speed, qualified and sufficient GPS data should be provided. However, it is difficult to provide accurate traffic information using restricted GPS data from probe vehicles because of communication costs. This paper developed a algorithm that recovers links omitted by restricted GPS data with topology information, and calculate traffic speed with original links and recovered links. T traffic information service of city with a new algorithm can provide more accurate traffic and traffic speed than the original system.

Localization Improvement in GPS Interfering Spot Using Multiple Sensors of Smartphone (스마트폰의 다중 센서를 이용한 GPS 음영지역 위치추적 개선)

  • Kang, Seong-Jae;Kim, Min-Soo;Jeong, Yong-Ho;Hwang, So-Young;Yu, Don-Hui
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2011.10a
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    • pp.121-123
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    • 2011
  • The accuracy of GPS varies depending on the number of GPS satellites and is declined in GPS interfering spot such as around forest or buildings. This paper proposes a localization improvement algorithm in GPS interfering spot by integrating information of multiple sensors in smartphone. The proposed algorithm is implemented in smartphone and the performance is evaluated in campus area.

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A Study on Attitude Determination Using Kalman Filter (칼만필터를 이용한 자세결정에 관한 연구)

  • Kee, Changdon;Shin, Dongho
    • Journal of Advanced Navigation Technology
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    • v.2 no.1
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    • pp.3-10
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    • 1998
  • GPS is one of the main navigation systems. In these days, the application scope of GPS is extended to attitude determination using Differential GPS(DGPS) technique and Cycle Ambiguity resolution technique. In this paper, we propose an attitude determination algorithm using Kalman filter through double differenced measurement equation which is not for users with GPS patch antennas, but for users with low-priced GPS receivers. This paper also shows the simulation results and the effectiveness of proposed algorithm.

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GPS based Bus Route Estimation Algorithm by Using Information of Bus Stops and Routes (정류장 및 노선 정보를 이용한 GPS기반 버스 노선 추측 알고리즘)

  • Yoon, Yongsang;Kim, Kyungbaek
    • Proceedings of the Korea Information Processing Society Conference
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    • 2014.04a
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    • pp.268-271
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    • 2014
  • 일반적인 이동 수단은 도보, 자동차, 버스가 있으며 그 외에 기차, 자전거 등이 있다. 사용자가 이용하는 이동 수단 상태는 개개인의 특징을 포함하며 이를 파악한다면 다양한 면에서 유용하게 사용 될 수 있다. 사용자의 이동 수단의 상태를 파악하기 위해서 GPS 정보가 사용될 수 있고, 위치정보 기반의 평균속도를 계산함으로써 대표적인 이동수단인 도보, 자동차, 버스를 구별할 수 있다. 이 논문에서는 사용자가 버스를 탑승하고 있을 경우, 위치 정보와 GIS정보(버스 정류장 정보와 버스 노선 정보)를 통해 해당 탑승 버스의 노선 정보를 예측하기 위한 알고리즘을 제안한다. 알고리즘의 수행 가능성을 파악하기 위해, 약 1개월간 수집된 버스 이동 GPS 로그와 광주지역 버스 노선 및 정류장 정보를 이용한 알고리즘 검증을 수행하였고, 알고리즘이 정상적으로 동작하는 것을 확인하였다.

GPS/INS Data Fusion and Localization using Fuzzy Inference/UPF (퍼지추론/UPF를 이용한 UGV의 GPS/INS 데이터 융합 및 위치추정)

  • Lee, So-Hee;Yoon, Hee-Byung
    • Journal of the Korean Institute of Intelligent Systems
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    • v.19 no.3
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    • pp.408-414
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    • 2009
  • A GPS/INS system is widely used in the UGV to estimate position during the mission. However, there are few restrictions when a GPS/INS system used alone. For example, GPS provides precise location information but easily interrupted by external factors like weather, environment, etc. INS provides continuous location data but positioning errors grew very rapidly with time. Therefore, it is necessary to integrating multi-sensors for more continuous and correct position estimation. In this paper, we propose location estimation algorithm of the UGV for GPS/INS integrated system that combines Fuzzy Inference and Unscented Particle Filter(UPF) to improve navigation. Fuzzy inference provides the simplest method integrating GPS/INS and UPF is non-linear estimation filter well suited to the correction of errors. The performance of the proposed algorithm was tested to compare with other algorithms. the results show that the proposed algorithm is more accuracy in position estimation and ensures continuous position tracking.

Development and Positioning Accuracy Assessment of Precise Point Positioning Algorithms based on GPS Code-Pseudorange Measurements (GPS 코드의사거리 기반 정밀단독측위(PPP) 알고리즘 개발 및 측위 정확도 평가)

  • Park, Kwan Dong;Kim, Ji Hye;Won, Ji Hye;Kim, Du Sik
    • Journal of Korean Society for Geospatial Information Science
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    • v.22 no.1
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    • pp.47-54
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    • 2014
  • Precise Point Positioning (PPP) algorithms using GPS code pseudo-range measurements were developed and their accuracy was validated for the purpose of implementing them on a portable device. The group delay, relativistic effect, and satellite-antenna phase center offset models were applied as fundamental corrections for PPP. GPS satellite orbit and clock offsets were taken from the International GNSS Service official products which were interpolated using the best available algorithms. Tropospheric and ionospheric delays were obtained by applying mapping functions to the outputs from scientific GPS data processing software and Global Ionosphere Maps, respectively. When the developed algorithms were tested for four days of data, the horizontal and vertical positioning accuracies were 0.8-1.6 and 1.6-2.2 meters, respectively. This level of performance is comparable to that of Differential GPS, and further improvements and fine-tuning of this suite of PPP algorithms and its implementation at a portable device should be utilized in a variety of surveying and Location-Based Service applications.

A Heuristic Outlier Filtering Algorithm for Generating Link Travel Time using Taxi GPS Probes in Urban Arterial (링크통행시간 생성을 위한 이상치 제거 알고리즘 개발)

  • Choi, Keechoo;Choi, Yoon-Hyuk
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.26 no.5D
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    • pp.731-738
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    • 2006
  • Facing congestion, people want to know traffic information about their routes, especially real-time link travel time (LTT). In this paper, as a sequel paper of the previous non-taxi based LTT generating study by Choi et al. (1998), taxi based GPS probes have been tried to produce LTT for urban arterials. Taxis in itself are good deployment mode of GPS probes although it by nature experiences boarding and alighting time noises which should be accounted. A heuristic real-time dynamic outlier filter algorithm for taxi GPS probe has been developed focusing on urban arterials. An actual traffic survey for dynamic link travel times has been conducted using license plate method for the test arterials of Seoul city transportation network. With the algorithm, it is estimated that 70% of outliers have been filtered and the relative error has been improved by 73.7%. The filtering algorithm developed here would be expected to be in use for other spatial sites with some calibration efforts. Some limitations and future research agenda have also been discussed.