• Title/Summary/Keyword: Multilateration

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Localization Method in Wireless Sensor Networks using Fuzzy Modeling and Genetic Algorithm (퍼지 모델링과 유전자 알고리즘을 이용한 무선 센서 네트워크에서 위치추정)

  • Yun, Suk-Hyun;Lee, Jae-Hun;Chung, Woo-Yong;Kim, Eun-Tai
    • Journal of the Korean Institute of Intelligent Systems
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    • v.18 no.4
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    • pp.530-536
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    • 2008
  • Localization is one of the fundamental problems in wireless sensor networks (WSNs) that forms the basis for many location-aware applications. Localization in WSNs is to determine the position of node based on the known positions of several nodes. Most of previous localization method use triangulation or multilateration based on the angle of arrival (AOA) or distance measurements. In this paper, we propose an enhanced centroid localization method based on edge weights of adjacent nodes using fuzzy modeling and genetic algorithm when node connectivities are known. The simulation results shows that our proposed centroid method is more accurate than the simple centroid method using connectivity only.

다변측정(Multilateration) 항공감시 시스템 기술 동향

  • Kim, Tae-Sik;Jang, Jae-Won
    • The Optical Journal
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    • s.151
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    • pp.46-54
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    • 2014
  • 향후 민간항공분야에서 지상감시 장비로 중요한 역할을 담당할 MLAT을 국내 개발을 위해 세계적인 변화에 대응하고자 항공감시와 관련한 기술현황을 조사하고 MLAT에 대한 기술개발을 추진하고자 이와 관련하여 국내개발방안에 대한 연구를 수행하였다. 항공감시 기술현황과 관련해서는 현재 및 미래에 사용될 항공감시 장비에 대한 기술을 소개와 기술발전 전망을 예측해 보았다. 그리고 MLAT 시스템을 국내개발하기 위해 MLAT 기술을 조사하고 국내개발 시스템에 대한 구성도를 설계하였다. MLAT은 SSR과 같이 독립적으로 표적을 감시할 수 있을 뿐만 아니라 ADS-B정도의 정밀도를 가지고 있어 향후 미래 항공의 주 시스템으로써의 역할을 할 것이다.

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Performance analysis for Ground Position Accuracy Test of MLAT (MLAT 지상 위치정확도 시험에 대한 성능 분석)

  • Koo, Bon-soo;Jang, Jae-won;Kim, Woo-riul;Kim, Tae-sik
    • Journal of Advanced Navigation Technology
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    • v.21 no.4
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    • pp.325-331
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    • 2017
  • As a GPS stability problem arises, MLAT system is spotlighted as an alternative technology of ADS-B. MLAT system has a high position accuracy as much as ADS-B. Also, MLAT receives the mode A,C,S, and 1090ES(ADS-B) signals from the mounted aircraft transponder. MLAT receives signals from several receiver units and calculates aircraft positions. MLAT has ADS-B level positioning accurarcy using GPS and can calculate the position information with objects independently. According to global environment changes, Local area multiltilateration(LAM) surveillance system is under development for moving vehicles and aircraft detection in airport. These are still under testing in Tae-an Airfield. In the paper, we analyzed the performance by comparing the calculated position data from MLAT to RTK. In order to confirm the position accuracy of MLAT and the deviation of position data between fixed target and moving target on the ground during the field test in Tae-an Airfield.

An Efficient Information Fusion Method for Air Surveillance Systems (항공감시시스템을 위한 효율적인 정보융합 기법)

  • Cho, Taehwan;Oh, Semyoung;Lee, Gil-Young
    • Journal of Advanced Navigation Technology
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    • v.20 no.3
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    • pp.203-209
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    • 2016
  • Among the various fields in the communications, navigation, and surveillance/air traffic management (CNS/ATM) scheme, the surveillance field, which includes an automatic dependent surveillance - broadcast (ADS-B) system and a multilateration (MLAT) system, is implemented using satellite and digital communications technology. These systems provide better performance than radar, but still incur position error. To reduce the error, we propose an efficient information fusion method called the reweighted convex combination method for ADS-B and MLAT systems. The reweighted convex combination method improves aircraft tracking performance compared to the original convex combination method by readjusting the weights given to these systems. In this paper, we prove that the reweighted convex combination method always provides better performance than the original convex combination method. Performance from the fusion of ADS-B and MLAT improves an average of 51.51% when compared to the original data.

An Interrogator for Active Acquisition of Airspace in Active Multilateration (능동적 공역확보를 위한 다변측정 감시시스템용 질문기)

  • Koh, Young-Mok;Kim, Yong-Hak;Kim, Su-Hong
    • Journal of Advanced Navigation Technology
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    • v.21 no.2
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    • pp.179-186
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    • 2017
  • This paper is concerned with an interrogator capable of constructing a interrogation scenario for acquiring active airspace to the intruding aircraft into the surveillance area of the MLAT system. In the MLAT system, the interrogator is an important device used to carry out the interrogation towards the aircraft within the surveillance airspace in the appropriate surveillance scenario. Unlike a conventional SSR's interrogation methods that interrogate for airplanes flying within a certain range, the MLAT system requires a interrogation system that can actively interrogate from remote to near range, or according to operational scenarios, for aircraft intruding into the surveillance range. The interrogator implemented in this paper can be used for interrogating and monitoring aircraft within each surveillance airspace using whisper-shout algorithm according to varying output power based on the actual operation distance.

Highly Accurate Indoor Three-Dimensional Localization Technique in Visible Light Communication Systems

  • Nguyen, Tuan;Jang, Yeong Min
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38C no.9
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    • pp.775-780
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    • 2013
  • Localization, or positioning, is gaining the increasing attention of researchers around the world. The location information, especially the indoor location, is important for navigation systems, heating and air conditioning systems, illumination adjustment, humidity control, robot service, and so on. In this paper, we propose a three-dimensional indoor localization technique using visible light. The main goal of our proposed scheme is to improve the accuracy of VLC-based indoor localization by utilizing multiple VLC transmitters. The simulation results validate the performance of our proposed scheme.

Position Location of Mobile Terminal in Wireless MIMO Communication Systems

  • Li, Ji;Conan, Jean;Pierre, Samuel
    • Journal of Communications and Networks
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    • v.9 no.3
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    • pp.254-264
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    • 2007
  • A promising approach to improve the performance of mobile location system is the use of antenna arrays in both transmitter and receiver sides. Using advanced array signal processing techniques, such multiple-input multiple-output (MIMO) communication systems can offer more mobile location information by exploiting the spatial properties of the multipath channel. In this paper, we propose a novel approach to determine the position of mobile terminal based on estimated multipath signal parameters using only one base station in MIMO communication systems. This approach intends to minimize the error occurring from the estimation of multiple paths and gives an optimal estimation of the position of mobile terminal by simultaneously calculating a set of nonlinear location equations. This solution breaks the bottleneck of conventional mobile location systems which have to require multilateration of at least three base stations.

Alternative PNT Requirements and Technology Analysis (GNSS 대안항법시스템 요구사항 및 기술 분석)

  • Jo, Sanghoon;Kang, Seung-Eun;Kang, Ja-Young;Ko, Sangho
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.20 no.3
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    • pp.28-34
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    • 2012
  • The recent transition to Performance Based Navigation in aviation enhances the accuracy of aircraft position, safety and efficiency in air traffic operations by using satellite-based navigation system such as GNSS. However, intentional interferences with GNSS signal as well as ones coming from natural phenomena such as solar storm increase. GNSS have very low power and therefore their signals are more susceptible to interferences than ground-based navigation signals. This paper introduces requirements of alternative positioning, navigation and timing(APNT) system and relevant technologies when the GNSS signals are not valid.

Enhancement of Hearability in Geolocation Using Mobile WiMAX Network with Interference Cancellation and Long Integration (간섭 상쇄 기법과 장기 누적 기법을 이용한 WiBro 지상파 측위 시스템의 가청성 향상)

  • Park, Ji-Won;Lim, Jeong-Min;Sung, Tae-Kyung
    • Journal of Institute of Control, Robotics and Systems
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    • v.18 no.4
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    • pp.375-383
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    • 2012
  • Together with the GPS-based approach, geolocation through mobile communication networks is a key technology for location-based service. Since the Mobile WiMAX system is considered as a candidate for fourth-generation mobile systems, it is important to investigate its location capability. The geolocation of Mobile WiMAX can be realized when the preamble symbols in the down-link channel are appropriately used for a TDOA (Time-Difference-of-Arrival) approach. However, the cellular structure of Mobile WiMAX inevitably generates co-channel interference, and it is difficult for the mobile terminal to acquire distance measurements from multiple base stations. Therefore, for geolocation via multilateration using the Mobile WiMAX network, it is very important to increase hearability. This paper proposes a geolocation method for Mobile WiMAX which employs interference cancellation and preamble signal overlapping for the enhancement of hearability. A novel interference cancellation strategy for complex-valued Mobile WiMAX signals is presented which has an iterative structure. Simulation results show that the proposed geolocation method provides the user's position with an accuracy of less than 20 m through the Mobile WiMAX cellular network if there is no multi-path or NLOS (None-Line-of-Sight).

A Novel Multihop Range-Free Localization Algorithm Based on Reliable Anchor Selection in Wireless Sensor Networks

  • Woo, Hyunjae;Lee, Chaewoo
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.10 no.2
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    • pp.574-592
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    • 2016
  • Range-free localization algorithm computes a normal node's position by estimating the distance to anchors which know their actual position. In recent years, reliable anchor selection research has been gained a lot of attention because this approach improves localization accuracy by selecting the only subset of anchors called reliable anchor. The distance estimation accuracy and the geometric shape formed by anchors are the two important factors which need to be considered when selecting the reliable anchors. In this paper, we study the relationship between a relative position of three anchors and localization error. From this study, under ideal condition, which is with zero localization error, we find two conditions for anchor selection, thereby proposing a novel anchor selection algorithm that selects three anchors matched most closely to the two conditions, and the validities of the conditions are proved using two theorems. By further employing the conditions, we finally propose a novel range-free localization algorithm. Simulation results show that the proposed algorithm shows considerably improved performance as compared to other existing works.