• Title/Summary/Keyword: Location-based service (LBS)

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A Study on the Technology Development of User-based Home Automation Service (사용자 위치기반 홈오토메이션 서비스 기술 개발에 관한 연구)

  • Lee, Jung-Gi;Lee, Yeong-Seok
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.3
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    • pp.327-332
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    • 2017
  • As Internet of Things (IoT) technology advances, there is a growing demand for location-based services (LBSs) to identify users' mobility and identity. The initial LBS system was mainly used to measure position information by measuring the phase of a signal transmitted from a global positioning system (GPS) satellite or by measuring distance to a satellite by tracking the code of a carrier signal. However, the use of GPS satellites is ineffective, because it is difficult to receive satellite signals indoors. Therefore, research on wireless communications systems like ultra-wide band (UWB), radio frequency identification (RFID), and ZigBee are being actively pursued for location recognition technology that can be utilized in an indoor environment. In this paper, we propose an LBS system that includes the 2.45GHz band for chirp spread spectrum (CSS), and the 3.1-10.6GHz band and the 250-750MHz bands for UWB using the IEEE 802.15.4a standard for low power-based location recognition. As a result, we confirmed that the 2.45GHz Industrial, Scientific and Medical (ISM) band RF transceiver and the ranging function can be realized in the hardware and has 0dBm output power.

Design of LBSs Using DGPS and Digital Mobile Broadcasting System

  • Kwon, Seong-Geun
    • Journal of Satellite, Information and Communications
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    • v.8 no.2
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    • pp.22-28
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    • 2013
  • In this paper, new LBS (location based service) are proposed using conventional DMB (digital multimedia/mobile broadcasting) system. LBS applications are proposed that can be suitable for the subway and ground transportation based on S-DMB (satellite-DMB) and T-DMB (terrestrial-DMB) respectively. In the shaded area such as subway, the broadcasting signal transmitted from the satellite of S-DMB system should be retransmitted by the earth repeater called the gap filler and each gap filler has its own identification value called the gap filler ID which introduces the area in which the gap filler was installed. Therefore, the LBS can be implemented by using the gap filler ID of S-DMB on the subway in which the GPS (global positioning system) can't be received. Unlike the LBS on the subway, the combination of T-DMB and DGPS (differential GPS) will be introduced as a way for ground transportation. Generally, DGPS has been designed to compensate the position value calculated from the GPS signal so that positioning error of about 1 meter can be obtained by using DGPS information. T-DMB system transmitting DGPS signal will be expected to be commercial in Korea and, if using DGPS information transmitted through T-DMB network, LBS with more precise positioning than GPS alone can be implemented in the ground vehicles.

Experimental Data Collection for Moving Pattern Information Extraction in Location Based Service (위치기반 서비스에서 이동 패턴 정보 추출을 위한 실험 데이터 수집)

  • Yim, Jae-Geol;Lee, Kang-Jai;Jeong, Seung-Hwan
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2008.06a
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    • pp.17-24
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    • 2008
  • 위치기반 서비스(LBS: Location Based Service)는 사용자의 현재 위치를 파악하여, 사용자의 위치를 고려한 유용한 정보를 제공하는 서비스를 일컫는다. 위치기반 서비스에는 디렉토리 서비스, 게이트웨이 서비스, 유틸리티 서비스, 표현 서비스, 경로 서비스 등이 있는데, 이러한 서비스를 개발하려면 필수적으로 사용자의 위치를 파악해야 한다. 본 논문에서는 옥내 무선근거리통신망 환경에서 Fingerprint 방식으로 의사결정트리를 이용한 옥내 측위 방법을 소개한다. 또한 이 측위 방법으로 실험 데이터를 수집하고, 이를 이용한 이동 패턴 정보 추출에 대하여 살펴본다. 실험을 위해 의사결정트리를 생성하는 알고리즘과 현재 위치를 판정하는 알고리즘을 소개하고, 이 알고리즘을 적용한 옥내 측위 프로그램을 이용한다.

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Analysis of Economic Effect of Accuracy Improvement in Location Based Services (개인위치정보 측위 고도화 정책의 경제적 파급효과 분석)

  • Park, Sung-Ki;Song, Jae-Do;Lee, Byung-Heon
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.6 no.4
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    • pp.173-194
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    • 2011
  • This paper analyzes quantitative economic effect of accuracy improvement in location based services. This analysis is motivated from the situation that Korea Communications Commission is preparing the notification for 'location accuracy standard.' The analysis includes three level of impacts. Firm level analyzes the impact on revenue of firms. Social level additionally includes consumers' surplus in LBS industry. Lastly, economywide level includes ripple effects to another industries, which uses input-output analysis. The result of analysis shows that the economic value reaches to considerable amount and cost-benefit ratio is considerably high. The consumers' surplus is much larger than revenue increase. This result supports the intuition that many of location based services are for public interest and that the services have much externalities among firms and consumers. This means that the role of government is very important in the execution of accuracy improvement.

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Temporal Pattern Mining of Moving Objects for Location based Services (위치 기반 서비스를 위한 이동 객체의 시간 패턴 탐사 기법)

  • Lee, Jun-Uk;Baek, Ok-Hyeon;Ryu, Geun-Ho
    • Journal of KIISE:Databases
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    • v.29 no.5
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    • pp.335-346
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    • 2002
  • LBS(Location Based Services) provide the location-based information to its mobile users. The primary functionality of these services is to provide useful information to its users at a minimum cost of resources. The functionality can be implemented through data mining techniques. However, conventional data mining researches have not been considered spatial and temporal aspects of data simultaneously. Therefore, these techniques are inappropriate to apply on the objects of LBS, which change spatial attributes over time. In this paper, we propose a new data mining technique for identifying the temporal patterns from the series of the locations of moving objects that have both temporal and spatial dimension. We use a spatial operation of contains to generalize the location of moving point and apply time constraints between the locations of a moving object to make a valid moving sequence. Finally, the spatio-temporal technique proposed in this paper is very practical approach in not only providing more useful knowledge to LBS, but also improving the quality of the services.

Spatiotemporal Pattern Mining Technique for Location-Based Service System

  • Vu, Nhan Thi Hong;Lee, Jun-Wook;Ryu, Keun-Ho
    • ETRI Journal
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    • v.30 no.3
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    • pp.421-431
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    • 2008
  • In this paper, we offer a new technique to discover frequent spatiotemporal patterns from a moving object database. Though the search space for spatiotemporal knowledge is extremely challenging, imposing spatial and timing constraints on moving sequences makes the computation feasible. The proposed technique includes two algorithms, AllMOP and MaxMOP, to find all frequent patterns and maximal patterns, respectively. In addition, to support the service provider in sending information to a user in a push-driven manner, we propose a rule-based location prediction technique to predict the future location of the user. The idea is to employ the algorithm AllMOP to discover the frequent movement patterns in the user's historical movements, from which frequent movement rules are generated. These rules are then used to estimate the future location of the user. The performance is assessed with respect to precision and recall. The proposed techniques could be quite efficiently applied in a location-based service (LBS) system in which diverse types of data are integrated to support a variety of LBSs.

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Error Correction Scheme in Location-based AR System Using Smartphone (스마트폰을 이용한 위치정보기반 AR 시스템에서의 부정합 현상 최소화를 위한 기법)

  • Lee, Ju-Yong;Kwon, Jun-Sik
    • Journal of Digital Contents Society
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    • v.16 no.2
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    • pp.179-187
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    • 2015
  • Spread of smartphone creates various contents. Among many contents, AR application using Location Based Service(LBS) is needed widely. In this paper, we propose error correction algorithm for location-based Augmented Reality(AR) system using computer vision technology in android environment. This method that detects the early features with SURF(Speeded Up Robust Features) algorithm to minimize the mismatch and to reduce the operations, and tracks the detected, and applies it in mobile environment. We use the GPS data to retrieve the location information, and use the gyro sensor and G-sensor to get the pose estimation and direction information. However, the cumulative errors of location information cause the mismatch that and an object is not fixed, and we can not accept it the complete AR technology. Because AR needs many operations, implementation in mobile environment has many difficulties. The proposed approach minimizes the performance degradation in mobile environments, and are relatively simple to implement, and a variety of existing systems can be useful in a mobile environment.

Study on DEVS Based Development that GPS Location Tracking System (DEVS 기반의 GPS 위치추적 시스템 개발에 관한 연구)

  • Seo, Hee Suk;Ju, Seung Hwan;Lee, Eun Jung;Lee, Seung Jae
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.6 no.3
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    • pp.1-8
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    • 2010
  • Recently, the missing due to the heinous crimes occurred in succession has been the focus of attention, so measures for these are urgently needed. So, it is necessary that we need to check and take care the weak like children, women, the elderly with dementia and insane person to prevent these social problems. This study is location-based service that suggests the tracking system and way to guard a family and property from the various risk factors which are possible in our life. To acquire the location of the user who is in motion, a communications network technologies were integrated and the system will be able to be monitoring in real time through the website. So, it is convenient and safe because it is possible to use anywhere. Concretely, it was described around location-based service, GPS system, tracking system, process of the service solution and composition for the system. Also, the way to activate the system will be suggested. The final suggested system was verified the possibility through the placement. With this, i will offer effective measures which is more convenient to use and reliable.

A Study on Location Based Service System of Commercial Vehicle with RFID & Mobile Technology (RFID와 모바일 기술을 활용한 화물차량의 위치기반 서비스 시스템에 관한 연구)

  • Cho, Yong-Chul;Lee, Chang-Ho
    • Journal of the Korea Safety Management & Science
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    • v.9 no.1
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    • pp.85-93
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    • 2007
  • Recently, RFID technology is being widely embraced in the supply chain, by manufacturers, retailers, and logistics firms. This study shows the RFID system to provide location based service for commercial vehicle by integrating tracking function of GPS with Mobile service. For this, we configured PC-based terminal for vehicle and developed application consisted of RFID and GPS manager program. In web service module which uses mobile service, commodity information acquired from each vehicle at real-time is added at database and it is analyzed in various aspects to support management decision through the Legacy system.