• Title/Summary/Keyword: NLOS 환경

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Time Delay Traceback Scheme for Performance Enhancement of TDOA Location Estimation in NLOS Environment (NLOS 환경에서 TDOA 위치 추정 성능 향상을 위한 시간 지연 역추적 기법)

  • Lee, Hyun-Jae;Oh, Chang-Heon
    • Journal of Advanced Navigation Technology
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    • v.16 no.2
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    • pp.297-306
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    • 2012
  • In this paper, we propose a Time Delay Traceback Scheme for the TDOA location estimation performance enhancement in NLOS environment and analyze the performance in various conditions. We place multiple readers in a square($300m{\times}300m$) searching area for reuse of received signal. Also, we use more active NLOS reader detection methode for NLOS error mitigation. when NLOS time delay 70 m, the number of the NLOS reader is 3 and the received sub-blinks number 3, proposed time delay trace-back scheme improve the RMSE about 16 m. From these results, we confirm that the proposed time delay traceback scheme is well-suited for the high precision location estimation to offer the location based service.

High Accuracy Indoor Location Sensing Solution based on EMA filter with Adaptive Signal Model in NLOS indoor environment (NLOS 실내 환경 하에서 측위 정확도 개선을 위한 EMA 필터 적용 적응적 신호 모델 기반 위치 센싱 솔루션)

  • Ha, Kyunguk;Cha, Myeonghun;Kim, Dongwan
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.23 no.7
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    • pp.852-860
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    • 2019
  • In this paper, we proposed a new trilateration technique based on exponential moving average (EMA) filter with adaptive signal model which enhances accuracy of positioning system even if the RSSI changes randomly due to movement of obstacles or blind node in indoor environment. In the proposed scheme, three fixed transmitters sent out the signal to blind node. The transmitter decides the location of the blind node based on RSSI and it estimates the cause of RSSI fluctuation which is interference of obstacle or movement of blind node. When the path between blind node and transmitter has become NLOS path because of obstacles, the transmitter ignores the measured RSSI in NLOS path and replace estimated RSSI in LOS environment. In the other case, the transmitter updated the new RSSI to represent of movement of blind node. The proposed scheme has been verified on a ZigBee testbed and we proved the improved positioning accuracy compared to the existing indoor position system.

Location Information Reliability-Based Precision Locating System Using NLOS Condition Estimation (NLOS 상태 추정을 이용한 위치 정보 신뢰성 기반의 정밀 위치 측정 시스템)

  • Son, Sanghyun;Choi, Hoon;Cho, Hyuntae;Baek, Yunju
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38C no.1
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    • pp.97-108
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    • 2013
  • Recently, mobile devices were increased and there was a sharp rise in demand. To exploit the location information of each device, many researcher was studying locating systems. The favorite locating or positioning systems were a GPS using satellites and a RTLS using wireless communication between devices. If some obstacle existed nearby the target device, The system have difference of performance. The obstacles near targets were caused signal disconnection and reflection because of NLOS condition. As the result, the NLOS condition degrade the locating performance. In this paper, we propose a locating system which is cooperated two systems using information reliability estimates from LOS/NLOS condition. We developed proposed system. In addition, we performed fields test and simulation tests at various environment for performance evaluation. As the result, the test showed 97% success rate to estimate NLOS condition. Furthermore, the simulation result of our locating system was increased to 89% compared with a single system.

IEEE 802.15.4a based Localization Algorithm for Location Accuracy Enhancement in the NLOS Environment (실내 NLOS환경에서 정밀도 향상을 위한 IEEE 802.15.4a 기반의 위치추정 알고리즘)

  • Cha, Jae-Young;Kong, Young-Bae;Choi, Jeung-Won;Ko, Jong-Hwan;Kwon, Young-Goo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.16 no.8
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    • pp.1789-1798
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    • 2012
  • IEEE 802.15.4a standard can provide a variety of location-based services for ZigBee or wireless network applications by adapting the time-of-arrival (TOA) ranging technique. The non-line-of-sight (NLOS) condition is the critical problem in the IEEE 802.15.4a networks, and it can significantly degrade the performance of the TOA-based localization. To enhance the location accuracy due to the NLOS problem, this paper proposes an energy-efficient low complexity localization algorithm. The proposed approach performs the ranging with the multicast method, which can reduce the message overhead due to packet exchanges. By limiting the search region for the location of the node, the proposed approach can enhance the location accuracy. Experimental results show that the proposed algorithm outperforms previous algorithms in terms of the energy consumption and the localization accuracy.

Implementation of Indoor Location Tracking System Using ETOA Algorithm in Non-Line-Of-Sight Environment (비가시선(NLOS) 환경에서 ETOA알고리즘을 이용한 실내 위치 추적 시스템 구현)

  • Kang, Kyeung-Sik;Choi, Goang-Seog
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37 no.4B
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    • pp.300-308
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    • 2012
  • Many indoor location tracking technologies have been proposed. Generally indoor location tracking using TOA signal is used, there is a weak point that it's difficult to track the location due to obstacles like a refraction, reflection and dispersion of radio wave. In this paper, we apply ETOA(Estimated-TOA) algorithm in NLOS(Non-Line-Of-Sight) environment to solve above problem. In NLOS environment, TOA value between Beacon and Mobile node is predicted by ETOA algorithm and the tracking of indoor location is also possible to identify using two NLOS beacons of three beacons by this algorithm. We show that the proposed algorithm is accurate location tracking is accomplished using the applying the proposed algorithm to indoor moving robot and the inertia sensor of robot and Kalman filter algorithm.

Mobile Tracking Schemes (이동체 추적 기법들)

  • 이종찬;이문호
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.40 no.4
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    • pp.30-44
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    • 2003
  • In the microcell-or picocell-based system the frequent movements of mobiles bring about excessive traffics into the networks. A mobile location estimation mechanism can facilitate both efficient resource allocation and better QoS provisioning through handoff optimization. Existing location estimation schemes consider only LOS model and have poor performance in presence of multi-path and shadowing. In this paper we study novel schemes which can increase estimation accuracy by considering NLOS environment and other multiple decision parameters than the received signal strength.

The Compensation Algorithm for Localization Using the Least-Squares Method in NLOS Environment (NLOS환경에서의 최소자승법을 적용한 위치인식 보정 알고리즘)

  • Jung, Moo-Kyung;Choi, Chang-Yong;Lee, Dong-Myung
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37 no.4B
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    • pp.309-316
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    • 2012
  • The compensation algorithm for localization using the least-squires method in NLOS(Non Line of Sight) environment is suggested and the performance of the algorithm is analyzed in this paper. In order to improve the localization correction rate of the moving node, 1) the distance value of the moving node that is moving as an constant speed is measured by SDS-TWR(Symmetric Double-Sided Two-Way Ranging); 2) the location of the moving node is measured using the triangulation scheme; 3) the location of the moving node measured in 2) is compensated using the least-squares method. By the experiments in NLOS environment, it is confirmed that the average localization error rates are measured to ${\pm}1m$, ${\pm}0.2m$ and ${\pm}0.1m$ by the triangulation scheme, the Kalman filter and the least-squires method respectively. As a result, we can see that the localization error rate of the suggested algorithm is higher than that of the triangulation as average 86.0% and the Kalman filter as average 16.0% respectively.

Localization algorithm by using location error compensation through topology constructions (토폴로지 구축을 통한 측정 오차 보정 기반의 위치인식 기법)

  • You, Jin-Ho;Kwon, Young-Goo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.18 no.9
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    • pp.2243-2250
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    • 2014
  • In wireless sensor networks(WSNs), geographical routing algorithms can enhance the network capacity. However, in real WSNs, it is difficult for each node to know its physical location accurately. Especially, indoor environments contain various obstacles such as concrete wall, furniture which cause non-line-of-sight(NLOS) conditions. To solve the problem, we propose location error compensation algorithm by using two difference topology constructions. First topology is based on mobile node's location which is obtained from anchor nodes. Second topology is based on mutual distance from neighbor nodes. The proposed algorithm efficiently detects and corrects the location errors and significantly enhances the network performance of geographic routing in the presence of location errors.

Location Error Compensation in indoor environment by using MST-based Topology Control (MST 토폴로지를 이용한 실내 환경에서의 위치측정에러의 보상기법)

  • Jeon, Jong-Hyeok;Kwon, Young-Goo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.17 no.8
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    • pp.1926-1933
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    • 2013
  • Many localization algorithms have been proposed for Wireless Sensor Networks (WSNs). The IEEE 802.15.4a-based location-aware-system can provide precise ranging distance between two mobile nodes. The mobile nodes can obtain their exact locations by using accurate ranging distances. However, the indoor environments contain various obstacles which cause non-line-of-sight (NLOS) conditions. In NLOS condition, the IEEE 802.15.4a-based location-aware system has a large scale location error. To solve the problem, we propose location error compensation in indoor environment by using MST-based topology control. Experimental and simulation results show that the proposed algorithm improves location accuracy in NLOS conditions.

A Study on NLOS Error Solution Method in Indoor Location Estimate (실내 위치 추정에서의 비가시선(NLOS) 문제 해결 방안에 관한 연구)

  • Woo Sung-Hyun;Jeon Hyun-Sik;Park Hyun-Ju
    • Proceedings of the Korean Information Science Society Conference
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    • 2006.06d
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    • pp.178-180
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    • 2006
  • 실내 위치 환경에서 많이 사용되고 있는 삼각 측량 기법은 TOA(Time of Arrival) 신호를 사용하기 때문에 건물의 외벽이나 창의 메탈 성분 같은 장애물로 인한 전파의 반사와 회절, 분산 등의 NLOS(Non-Line-Of-Sight) 환경으로 인하여 정확한 위치추적이 어렵다는 문제점이 있다. 따라서 본 논문은 이러한 문제점을 줄이기 위해서 Anchor로부터 수신되는 TOA의 range measurement의 표준 편차를 측정하여 LOS와 NLOS를 구분하고, 발견된 NLOS를 보정하는 방법에 대하여 연구한다. 또한 위치 정확도를 높이기 위하여 칼만 필터를 수행하여 이동객체의 위치를 생성하는 실내 환경에서의 위치 추적 시스템을 설계한다.

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