• Title/Summary/Keyword: GPS sensor

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Study on INS/GPS Sensor Fusion for Agricultural Vehicle Navigation System (농업기계 내비게이션을 위한 INS/GPS 통합 연구)

  • Noh, Kwang-Mo;Park, Jun-Gul;Chang, Young-Chang
    • Journal of Biosystems Engineering
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    • v.33 no.6
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    • pp.423-429
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    • 2008
  • This study was performed to investigate the effects of inertial navigation system (INS) / global positioning system (GPS) sensor fusion for agricultural vehicle navigation. An extended Kalman filter algorithm was adopted for INS/GPS sensor fusion in an integrated mode, and the vehicle dynamic model was used instead of the navigation state error model. The INS/GPS system was consisted of a low-cost gyroscope, an odometer and a GPS receiver, and its performance was tested through computer simulations. When measurement noises of GPS receiver were 10, 1.0, 0.5, and 0.2 m ($1{\sigma}$), RMS position and heading errors of INS/GPS system at 5 m/s straight path were remarkably reduced with 10%, 35%, 40%, and 60% of those obtained from the GPS receiver, respectively. The decrease of position and heading errors by using INS/GPS rather than stand-alone GPS can provide more stable steering of agricultural equipments. Therefore, the low-cost INS/GPS system using the extended Kalman filter algorithm may enable the self-autonomous navigation to meet required performance like stable steering or more less position errors even in slow-speed operation.

Database based Global Positioning System Correction (데이터베이스 기반 GPS 위치 보정 시스템)

  • Moon, Jun-Ho;Choi, Hyuk-Doo;Park, Nam-Hun;Kim, Chong-Hui;Park, Yong-Woon;Kim, Eun-Tai
    • The Journal of Korea Robotics Society
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    • v.7 no.3
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    • pp.205-215
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    • 2012
  • A GPS sensor is widely used in many areas such as navigation, or air traffic control. Particularly, the car navigation system is equipped with GPS sensor for locational information. However, when a car goes through a tunnel, forest, or built-up area, GPS receiver cannot get the enough number of satellite signals. In these situations, a GPS receiver does not reliably work. A GPS error can be formulated by sum of bias error and sensor noise. The bias error is generated by the geometric arrangement of satellites and sensor noise error is generated by the corrupted signal noise of receiver. To enhance GPS sensor accuracy, these two kinds of errors have to be removed. In this research, we make the road database which includes Road Database File (RDF). RDF includes road information such as road connection, road condition, coordinates of roads, lanes, and stop lines. Among the information, we use the stop line coordinates as a feature point to correct the GPS bias error. If the relative distance and angle of a stop line from a car are detected and the detected stop line can be associated with one of the stop lines in the database, we can measure the bias error and correct the car's location. To remove the other GPS error, sensor noise, the Kalman filter algorithm is used. Additionally, using the RDF, we can get the information of the road where the car belongs. It can be used to help the GPS correction algorithm or to give useful information to users.

Fault Detection and Isolation for Inertial Sensor Using Single Antenna GPS Receiver (단일 안테나 GPS 수신기를 이용한 관성센서의 고장검출 및 분리)

  • 김영진;김유단
    • Journal of Institute of Control, Robotics and Systems
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    • v.10 no.11
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    • pp.1037-1043
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    • 2004
  • In this paper, a new fault detection and isolation algorithm fur inertial sensor system is proposed. To identify the inertial sensor fault, single antenna GPS receiver is used as an effective redundancy source. To use GPS receiver as redundancy for the inertial sensors, the algorithm to estimate the attitude and acceleration using single antenna GPS receiver is adopted. By using Doppler shift of carrier phase signal and kinetic characteristics of aircraft, attitude information of aircraft can be obtained at the coordinated flight condition. Based on this idea, fault diagnosis algorithm for inertial sensors using single antenna GPS based attitude is proposed. For more effective FDI, decision variables considering the aircraft maneuver are proposed. The effectiveness of the proposed algorithm is verified through the numerical simulations.

ELS: An Efficient Localization Scheme based on GPS for Ubiquitous Sensor Network (ELS: 유비쿼터스 센서 네트워크를 위한 GPS 기반의 효율적인 위치인지 기법)

  • Yun, Jae-Keun;Ko, Du-Hyun;Kim, Bum-Jin;Ahn, Sun-Shin
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.59 no.1
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    • pp.197-203
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    • 2010
  • The problem of location awareness in wireless sensor networks where nodes use GPS (Global Positioning System), remains challenging problem, when considering the required large energy consumption during the localization phase. In this paper we designed hardware for GPS based localization and propose a framework, called ELS, to consume low cost energy. In the ELS framework, sensor nodes are equipped with GPS. Because GPS spends large energy for position awareness, conventional localization algorithms cannot use GPS-device. We try to find a solution for efficient energy expenditure of GPS. Finally, we derive optimal transmission power of GPS data and a scheme of localization through experiment and simulation.

Integrated Common Interface Based on RFID and Sensor Networks (RFID와 센서 네트워크 기반의 통합 공통 인터페이스)

  • Moon, Kyeung-Bo;Lee, Young-Soo;Kim, Do-Hyeon;Park, Hee-Dong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.9 no.6
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    • pp.1619-1624
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    • 2008
  • Recently, In order to provide ubiquitous service, we develop each middleware and interface for sensors networks, RFID(Radio Frequency IDentification) and GPS(Global Positioning System). We use GPS for the location-based services, RFID for identifying the distribution logistics services, sensor networks for collecting the context data such as temperature, humidity, barometric pressure. Recently, there is increasing the need of integrated interface for using these sensor elements complexly in agriculture and livestock, construction, medical applications and, etc. This paper developments a integrated common interface for supporting efficiently process of sensing data using RFID, GPS and sensor network. This interface have the filtering function, parsing function, queuing function, interface management function, access function and, etc. We present the integrated frame structure combined with the collected context data in GPS, RFID and sensor networks and, support the open interface for providing complex ubiquitous application systems. Therefore, this interface will be efficiently used the system using RFID, GPS and sensor network, and supported many ubiquitous application services.

An Indirect Localization Scheme for Low- Density Sensor Nodes in Wireless Sensor Networks (무선 센서 네트워크에서 저밀도 센서 노드에 대한 간접 위치 추정 알고리즘)

  • Jung, Young-Seok;Wu, Mary;Kim, Chong-Gun
    • Journal of the Institute of Convergence Signal Processing
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    • v.13 no.1
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    • pp.32-38
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    • 2012
  • Each sensor node can know its location in several ways, if the node process the information based on its geographical position in sensor networks. In the localization scheme using GPS, there could be nodes that don't know their locations because the scheme requires line of sight to radio wave. Moreover, this scheme is high costly and consumes a lot of power. The localization scheme without GPS uses a sophisticated mathematical algorithm estimating location of sensor nodes that may be inaccurate. AHLoS(Ad Hoc Localization System) is a hybrid scheme using both GPS and location estimation algorithm. In AHLoS, the GPS node, which can receive its location from GPS, broadcasts its location to adjacent normal nodes which are not GPS devices. Normal nodes can estimate their location by using iterative triangulation algorithms if they receive at least three beacons which contain the position informations of neighbor nodes. But, there are some cases that a normal node receives less than two beacons by geographical conditions, network density, movements of nodes in sensor networks. We propose an indirect localization scheme for low-density sensor nodes which are difficult to receive directly at least three beacons from GPS nodes in wireless network.

Experiments for utilizing GNSS in a shore area Sensor Network

  • Hojo, Harumasa;Yasuda, Akio;Fan, Chunming;Yoshida, Masashi;Koike, Yoshikazu;Minami, Masateru
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • v.2
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    • pp.117-122
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    • 2006
  • Modernized GNSS such as new GPS signals updated GLONASS and coming Galileo promises higher quality and higher reliability for users. Powerful technologies such as Internet, ubiquitous network technology and sensor network has been used to promote a safe and more secure lifestyle. This report describes experimental trials to combine these technologies namely GPS and Sensor Network into a high-performance system. GPS is used to enlarge the communication range, resolving the service area limitations, as a wider service area is required at shore areas compared to urban area. GPS position datum is also used as primary network routing information to get practical Sensor Network. Another application is the under water Sensor Network. Accurate GPS position and time are used to establish stable and high reliability underwater acoustic Sensor Network. This paper describes the background of the project 'Harbor area Marine Ubiquitous Sensor Network', preliminary consideration and testing. Radio and acoustic communication is the main focus of this preliminary experiment.

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Sensor Fusion of GPS/INS/Baroaltimeter Using Wavelet Analysis (GPS/INS/기압고도계의 웨이블릿 센서융합 기법)

  • Kim, Seong-Pil;Kim, Eung-Tai;Seong, Kie-Jeong
    • Journal of Institute of Control, Robotics and Systems
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    • v.14 no.12
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    • pp.1232-1237
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    • 2008
  • This paper introduces an application of wavelet analysis to the sensor fusion of GPS/INS/baroaltimeter. Using wavelet analysis the baro-inertial altitude is decomposed into the low frequency content and the high frequency content. The high frequency components, 'details', represent the perturbed altitude change from the long time trend. GPS altitude is also broken down by a wavelet decomposition. The low frequency components, 'approximations', of the decomposed signal address the long-term trend of altitude. It is proposed that the final altitude be determined as the sum of both the details of the baro-inertial altitude and the approximations of GPS altitude. Then the final altitude exclude long-term baro-inertial errors and short-term GPS errors. Finally, it is shown from the test results that the proposed method produces continuous and sensitive altitude successfully.

A Tracking Service of Animal Situation using RFID, GPS, and Sensor (RFID, GPS 및 센서를 이용한 동물 상태 추적 서비스)

  • Kim, So-Hyeun;Kim, Do-Hyeun;Park, Hee-Dong
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.9 no.5
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    • pp.79-84
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    • 2009
  • Recently, many researches are being carried out on monitoring animal behaviour and interactions with the environment using sensor networks and for tracing animal chain management and identifying animals using RFID techniques. And we are studying about the management and burglarproof of a pet using GPS technique. But there is a lack of study for providing users intelligence services in zoo using GPS, RFID, and sensor networks. Accordingly, in this paper, we propose a intelligence tracking service of animal situation based on GPS, RFID, and sensor in zoo. Firstly, we present a tracking service scenario of animal situation and system configuration according to this scenario. The proposed service provides users realtime animal situation information of animal like the present location, temperature, image, etc. In addition, we can chase the animals to know a location and situation of animal when the animals escapes from their cages. Next, we implement and test prototype operations of animal tracking system based on this scenario to verify the proposed service.

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