• Title/Summary/Keyword: Beacon

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Optimization Method of Kalman Filter Parameters Based on Genetic Algorithm for Improvement of Indoor Positioning Accuracy of BLE Beacon (BLE Beacon의 실내 측위 정확도 향상을 위한 Genetic Algorithm 기반 Kalman Filter Parameters 최적화 방법)

  • Kim, Seong-Chang;Kim, Jin-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.11
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    • pp.1551-1558
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    • 2021
  • Beacon signals used in indoor positioning system are reflected and distorted, resulting in noise signals. KF(Kalman Filter) has been widely used to remove this noise. In order to apply the KF, optimization process considering the signal type, signal strength, and environmental elements of each product is required. In this paper, we propose a solution to the optimization problem of KF Parameters using GA(Genetic Algorithm) in BLE(Bluetooth Low Energy) Beacon-based indoor positioning system. After optimizing KF Parameters by applying the proposed technique with a certain distance between Beacon and receiver, we compared the estimated distance passed through KF with the unfiltered distance. The proposed technique is expected to reduce the time required and improve accuracy of KF Parameters optimization in an indoor positioning system based on RSSI (Received Signal Strength Indication).

Analysis system and radio measurements in picocell environment using an AP beacon signal (AP 비콘신호를 이용한 피코셀 환경에서의 전파측정 및 분석시스템)

  • Rho, Jungkyu;Kim, Younggi;Lee, Jinsoo;Cha, Jaesang
    • Journal of Satellite, Information and Communications
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    • v.9 no.3
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    • pp.70-73
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    • 2014
  • In this paper, we measure and analyze strength of Beacon signal in Picocell environment by using the frequency of WiFi of ISM band. It is displaying the value what measured by using a beacon signal measurement smartphone app in using AP area, on Google maps using the PC application. the data measured by using mapped GPS signal and RSSI of beacon signal, and convert this data to Position coordinates for Google map in PC. when use this system, we can understand and analyze changes of radio signal through location where installed AP.

Multi-Channel Time Division Scheduling for Beacon Frame Collision Avoidance in Cluster-tree Wireless Sensor Networks (클러스트-트리 무선센서네트워크에서 비콘 프레임 충돌 회피를 위한 멀티채널 시분할 스케줄링)

  • Kim, Dongwon
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.17 no.3
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    • pp.107-114
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    • 2017
  • In beacon-enabled mode, beacon collision is a significant problem for the scalability of cluster-tree wireless sensor networks. In this paper, multi-channel time division scheduling (MCTS) is proposed to prevent beacon collisions and provide scalability. A coordinator broadcasts a beacon frame, including information on allocated channels and time-slots, and a new node determines its own channel and time-slot. The performance of the proposed method is evaluated by comparing the proposed approach with a typical ZigBee. MCTS prevents beacon collisions in cluster-tree wireless sensor networks. It enables large-scale wireless sensor networks based on a cluster tree to be scalable and effectively constructed.

A Basic Study on the Application of Composite Materials for the Light-weight LED Beacon (LED 등명기 경량화를 위한 복합재료 적용 기초 연구)

  • Yoo, Seong-Hwan;Shin, Kyung-Ho;Lee, Donghee
    • Composites Research
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    • v.28 no.5
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    • pp.322-326
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    • 2015
  • We developed the high-power LED beacon and investigated the applicability of composite materials for the light-weight design of LED beacon. By means of the application of composite materials, the vertical deformation could be reduced by 17% and the total weight of LED beacon 8.9 kg comparable to 20% light-weighting against aluminum beacon. In thermal radiation test, the maximum temperature of LED package was measured to $63.5^{\circ}C$ under ambient temperature ($20^{\circ}C$), which is acceptable considering both performance and lifespan of LED packages. In this study, the applicability of composite materials was demonstrated for light-weight design of high-power LED beacon.

A Study of Collision Avoidance Algorithm Based on Multi-Beacon in the Vehicular Ad-hoc Network (VANET 환경에서 멀티 비콘을 적용한 충돌 회피 알고리즘에 관한 연구)

  • Kim, Jae-Wan;Eom, Doo-Seop
    • Journal of Information Technology Services
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    • v.11 no.4
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    • pp.195-213
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    • 2012
  • In ubiquitous environments, the Intelligent Transportation System (ITS) protocol is a typical service used to improve the quality of life for humans. The Vehicular Ad-hoc Network (VANET) protocol, a part of ITS, needs further study with regards to its support for high reliability, high speed mobility, data transmission efficiency, and so on. The IEEE 802.11 standard provides a high data rate channel, but it was designed for peer-to-peer network protocols. IEEE 802.11p also provides a high data rate channel, however, it only facilitates communication between roadside and on-board equipment. A VANET has characteristics that enable its topology to change rapidly; it can also be expanded to a multi-hop range network during communication. Therefore, the VANET protocol needs a way to infer the current topology information relating to VANET equipped vehicles. In this paper, we present the Multi-Beacon MAC Protocol, and propose a method to resolve the problem of beacon collisions in VANET through the use of this Multi-Beacon MAC protocol. Evaluation of the performance of Multi-Beacon MAC protocol by means of both mathematical analyses and simulation experiments indicate that the proposed method can effectively reduce beacon collisions and improve the throughput and the delay between vehicles in VANET systems.

Study on the Beacon Signal Characteristic for Efficiency Analysis of Indoor Positioning (실내 위치 측위 효율성 분석을 위한 비콘 신호 특성 연구)

  • Hyun, Mi-Jin;Kim, Bong-Hyun
    • Journal of the Korea Convergence Society
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    • v.9 no.11
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    • pp.1-7
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    • 2018
  • Recently, the activity area in the indoor space has been widening. Various types of service technologies have been developed and applied user location, tracking, spatial pattern analysis and environmental analysis in indoor space. BLE-based beacon is used for the service technology in the indoor space. Therefore, in this paper, we collected and analyzed signals for indoor positioning based on beacon. For this purpose, a module was designed to analyze the efficiency of indoor location measurement using beacon. Experimental results show that the accuracy of the measured data at close range is improved. Also, it was analyzed that the more accurate the position data is extracted without the obstacle in the indoor space.

iBeacon Sinals Utilizing Techniques for the Moving Object and Collision Detection in VR Environment (VR 환경에서의 객체의 이동 및 충돌 감지를 위한 iBeacon 신호의 활용 기법)

  • Yoon, Chang-Pyo;Hwang, Chi-Gon
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2016.10a
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    • pp.333-334
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    • 2016
  • Recently, with the development of technology for the virtual reality services, the virtual reality technology has been to use various application services. However, because it is difficult to secure a non-Augmented Reality Virtual Reality in this case it has a vision problem that can be fixed in a service only, not removable. In this paper, we propose a technique of application iBeacon signal by applying the technology of the indoor location-based service using a virtual reality system described in iBeacon ensure the mobility in a virtual space, and can detect the collisions with other moving objects.

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Stable Transmission Model of Beacon data Within Wifi Network (WiFi 환경을 이용한 안정적인 Beacon 데이터 송신 모델)

  • Park, Joon-Hak;Huh, Eui-Nam
    • Proceedings of the Korea Information Processing Society Conference
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    • 2016.04a
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    • pp.975-976
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    • 2016
  • Beacon 기술은 배터리 소모가 적고 간편하게 장치와의 거리를 측정할 수 있어 여러 분야에 사용되고 있지만 장애물의 간섭에 약하다는 문제점이 있다. 따라서 본 논문에서는 이러한 문제를 개선하고자 간섭에 강한 WiFi 환경과 오픈소스 Frameware인 OpenWrt를 이용해 Raspberry pi를 AP화 시켜 Beacon 장치를 탐지하여 수신한 데이터를 사설 네트워크 내 장치들에게 안정적으로 전달할 수 있는 장치를 제안한다.

A Study on Frequency Offset Compensation using 2-Phase Characteristic of Beacon Signal modulated by Satellite (위성 변조 비콘 신호의 2위상 특성을 이용한 주파수 오프셋 보상방법에 대한 연구)

  • Choi, Chul-Hee
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.18 no.1
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    • pp.97-103
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    • 2018
  • In satellite communication, modulated beacon signal is spreaded by gold sequence and the modulated beacon is transmitted via linear phase modulation. Due to the difference in characteristics of the satellite and the receiver on the ground, frequency offset (FO) occurs. An existing modulated beacon receiver is a method of synchronizing the frequency of a modulated beacon signal using FFT(Fast Fourier Transform), which not only increases the delay and complexity in terms of system implementation but also has a separate circuit for compensating the phase difference due to FO and phase offset from FFT points. In order to overcome this problem, this paper proposes and analyzes a scheme for compensating and demodulating the coarse FO and phase offset at one time using the 2-phase shaped characteristics of the modulated beacon signal. Also, through the simulation, the modulation index suitable for the proposed method is analyzed and the appropriate cumulative number is also analyzed.

A Beacon Scheduling for Mesh Topology in Wireless Sensor Networks (무선 센서 네트워크에서 메쉬 토폴로지를 위한 비컨 스케줄링)

  • Kim, Min-Jeong;Shim, Jun-Ho
    • The Journal of Society for e-Business Studies
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    • v.15 no.4
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    • pp.49-58
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    • 2010
  • The wireless sensor network technology becomes one of core technologies to make it possible to implement various e-business applications. Energy efficiency is an important issue in wireless sensor networks. IEEE 802.15.4, a representative international standard for wireless sensor networks, provides the beacon enabled mode for energy-efficient communication. However, the beacons may conflict each other when the network is of multi-hop topology such as mesh or cluster-tree topology with beacon-enabled mode. The beacon conflict causes the failure of synchronization between sensor nodes, and affects other nodes in the network in that unsynchronized nodes cannot participate in communication. In this paper, we suggest an energy-efficient beacon scheduling for the wireless sensor networks. Nodes can save their energy duringperiod and prevent beacon conflict using beacon scheduling. We implement the scheduling using QualNet, and evaluate the performance under mesh topology networks. It turns out that the proposed scheduling may improve the energy efficiency in the networks.