• 제목/요약/키워드: Location Sensor

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RSSI의 회귀 분석을 이용한 무선센서노드의 위치관리 (Lode Location Management Using RSSI Regression Analysis in Wireless Sensor Network)

  • 양현호
    • 한국정보통신학회논문지
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    • 제13권9호
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    • pp.1935-1940
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    • 2009
  • WSN(Wireless Sensor Network)의 기술 요소 중의 하나는 센서 노드의 위치 관리이다. GPS, 초음파 센서, RSSI 등이 전형적인 노드의 위치 관리 방법이다. 본 논문에서는 센서 노드 위치 측정의 정확성을 향상시키기 위해 RSSI 측정에 회귀분석을 적용한 새로운 위치 관리 방식을 제안한다. 또한 기존 방식의 실험적인 결과와의 비교를 통해 제안된 방식의 성능을 평가한다. 결과에 따르면 우리 의 제안된 방식인 LM-RAR은 RSSI와 Friis 공식을 사용한 기존의 위치 관리 방식보다 향상된 정확성을 보인다.

Wi-Fi 신호를 사용하지 않고 보행자 궤적과 건물내 지도 특성만을 이용한 스마트폰 실내 위치 측정 시스템 (Step Trajectory/Indoor Map Feature-based Smartphone Indoor Positioning System without Using Wi-Fi Signals)

  • 라동준;최권휴
    • 대한임베디드공학회논문지
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    • 제9권6호
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    • pp.323-334
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    • 2014
  • In this paper, we proposed indoor positioning system with improved accuracy. The proposed indoor location measurement system is based pedestrian location measurement method that use the embedded sensor of smartphone. So, we do not need wireless external resources, such as GPS or WiFi signals. The conventional methods measure indoor location by generating a movement route of pedestrian by step and direction recognition. In this paper, to correct the direction sensor error, we use the common feature of the normal indoor floor map that the indoor path is lattice-structured. And we quantize moving directions depending on the direction of indoor path. In addition, we propose moving direction measuring method using geomagnetic sensor and gyro sensor to improve the accuracy. Also, the proposed step detection method uses angle and accelerometer sensors. The proposed step detection method is not affected by the posture of the smartphone. Direction errors caused by direction sensor error is corrected due to proposed moving direction measuring method. The proposed location error correction method corrects location error caused by step detection error without the need for external wireless signal resources.

개인 항법 시스템을 위한 센서 위치와 보폭 추정 알고리즘 (Estimation of the Sensor Location and the Step for Personal Navigation System)

  • 김태은;이호원;좌동경;홍석교
    • 전기학회논문지
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    • 제59권11호
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    • pp.2058-2065
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    • 2010
  • This paper presents the sensor location and step estimation algorithm for personal navigation system (PNS). PNS has the disadvantage in that the position of the sensor must be fixed on a human body. Three-axis acceleration sensor is used to solve the disadvantage and to consider the real situation. We simplify the measurement data by using the band pass filter, witch It has the advantage in the detection of characteristic point. Through the detected characteristic points, it is possible to setup the parameter for the pattern detection. Depending on the sensor location, the parameters have the different type of noise covariance. Particularly, when the position of the sensor is changed, the impulse noise shows up. Considering the noise, we apply the recursive least square algorithm using the variable forgetting factors, which can classify the sensor location based on the estimated parameters. We performed the experiment for the verification of the proposed algorithm in the various environments. Through the experimental results, the effectiveness of the proposed method is verified.

Asset Localization in Wireless Sensor Networks

  • Jo, Jung-Hee;Kim, Kwang-Soo;Kim, Sun-Joong
    • 대한원격탐사학회지
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    • 제23권5호
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    • pp.465-471
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    • 2007
  • Many hospitals have been considering new technology such as wireless sensor network(WSN). The technology can be used to track the location of medical devices needed for inspections or repairs, and it can also be used to detect of a theft of an asset. In an asset-tracking system using WSN, acquiring the location of moving sensor nodes inherently introduces uncertainty in location determination. In fact, the sensor nodes attached to an asset are prone to failure from lack of energy or from physical destruction. Therefore, even if the asset is located within the predetermined area, the asset-tracking application could "misunderstand" that an asset has escaped from the area. This paper classifies the causes of such unexpected situations into the following five cases: 1) an asset has actually escaped from a predetermined area; 2) a sensor node was broken; 3) the battery for the sensor node was totally discharged; 4) an asset went into a shadow area; 5) a sensor node was stolen. We implemented and installed our asset-tracking system in a hospital and continuously monitored the status of assets such as ventilators, syringe pumps, wheel chairs and IV poles. Based on this real experience, we suggest how to differentiate each case of location uncertainty and propose possible solutions to prevent them.

실내 대피 경로의 최신화를 위한 스마트폰 센서 기반의 사용자 위치 추정에 관한 연구 (Study of Users' Location Estimation based on Smartphone Sensors for Updating Indoor Evacuation Routes)

  • 전욱;이창호
    • 대한안전경영과학회지
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    • 제20권2호
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    • pp.37-44
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    • 2018
  • The Location Based Service is growing rapidly nowadays due to the universalization of the use for smartphone, and therefore the location determination technology has been placed in a very important position. This study suggests an algorithm that can provide the estimate of users' location by using smartphone sensors. And in doing so we will propose a methodology for the creation and update of indoor map through the more accurate position estimation using smartphone sensors such as acceleration sensor, gyroscope sensor, geomagnetic sensor and rotation sensor.

An Optimal Algorithm for the Sensor Location Problem to Cover Sensor Networks

  • 김희선;박성수
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 2006년도 춘계공동학술대회 논문집
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    • pp.17-24
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    • 2006
  • We consider the sensor location problem (SLP) on a given sensor field. We present the sensor field as grid of points. There are several types of sensors which have different detection ranges and costs. If a sensor is placed in some point, the points inside of its detection range can be covered. The coverage ratio decreases with distance. The problem we consider in this thesis is called multiple-type differential coverage sensor location problem (MDSLP). MDSLP is more realistic than SLP. The coverage quantities of points are different with their distance form sensor location in MDSLP. The objective of MDSLP is to minimize total sensor costs while covering every sensor field. This problem is known as NP-hard. We propose a new integer programming formulation of the problem. In comparison with the previous models, the new model has a smaller number of constraints and variables. This problem has symmetric structure in its solutions. This group is used for pruning in the branch-and-bound tree. We solved this problem by branch-and-cut(B&C) approach. We tested our algorithm on about 60 instances with varying sizes.

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무선 센서네트워크에서 Zigbee를 적용한 위치추정시스템 구현에 관한연구 (A Study on the location tracking system by using Zigbee in wireless sensor network)

  • 정석;김환용
    • 한국정보통신학회논문지
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    • 제14권9호
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    • pp.2120-2126
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    • 2010
  • 본 논문은 무선 센서네트워크에서 Zigbee를 적용한 위치추정시스템을 구현 하고자 하였다. 무선 센서네트워크는 유비쿼터스 환경에서 사용자기반의 위치인식 서비스를 제공한다. 위치인식 서비스는 사물이나 사람의 위치를 추정하고 이를 표현하여 제공한다. 본 논문에서 구현된 위치추정시스템은 실내 및 실외를 음영지역 없이 이동노드의 추정이 가능하도록 구현하였다. 실내추정의 경우 RSSI신호를 이용하며 실외추정의 경우 GPS를 연동하여 위치를 추정하였다. 또한 Zigbee를 적용하여 무선 센서네트워크 환경을 구축하고 이동노드의 위치를 제공받아 실시간 위치추정이 가능하도록 하였다.

Trim & List Sensor의 소개와 설치위치 확정 (The Introduction of the Trim & List Sensor and Confirm of the Sensor Location)

  • 송영승;박경룡;남성일
    • 대한조선학회 특별논문집
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    • 대한조선학회 2008년도 특별논문집
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    • pp.33-37
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    • 2008
  • The evidence of the Cargo tank volume is very important between Buyer and Seller for agreement each other for LNG Ship. CTS(Custody Transfer System) Radar type level gauging sensor to be measured for cargo volume. The data of Trim & List sensor to be compensated for measuring data which is original data of the CTS sensor. The latest days, the Buyer would have posed a problem both the location and the accuracy of trim/list sensor specially neared final stage of the ship's delivery. So, we would like to report the introducing to the trim/list sensor and the confirmation of actual location for the trim/list sensor.

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신호원 국소화를 위한 위치의 최적화 : MNLS (Optimization of sensor location for source localization : Minimum-Norm Least-Square Method)

  • 김유정;한주만;이인범;박광석
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2000년도 하계종합학술대회 논문집(5)
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    • pp.124-126
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    • 2000
  • The Minimum-Norm Least-Square(MNLS) approach based on lead field theory is an useful method to find an unique inverse solution for the measured magnetic field. The lead field depends on head geometry and location of sources and sensors. So, optimization of sensor array location is important issue for MNLS estimation. In this paper, we present an investigation for the optimization of sensor array location in computer simulation.

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해양설비용 센서의 다중 신호처리 회로 개발 및 성능 분석 (The Development and Performance Analysis of Multiple Signal Processing Circuit for Marine Installation Sensor)

  • 조정환;고성원
    • 조명전기설비학회논문지
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    • 제28권12호
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    • pp.84-89
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    • 2014
  • This paper proposes the new multiple signal processing monitoring sensor for the marine installation. The recent marine technology is focused on underwater sensors and underwater sensor networks in order to measure, monitor, surveillance of and control of underwater environments. For these marine applications to be available, however, the provision of precise location information using monitoring sensor is essential. In this paper, the multiple signal processing circuit for obtaining the precise location information of marine installation sensor is developed and analyzed. The performance characteristics for obtaining the location information of marine installation sensor is analyzed. The theoretical and experimental studies have been carried out. The presented results from the above investigation show considerably excellent performance for the monitoring for the marine installation.