• 제목/요약/키워드: LTE-M

검색결과 195건 처리시간 0.028초

Performance Comparison of Machine Learning Algorithms for Received Signal Strength-Based Indoor LOS/NLOS Classification of LTE Signals

  • Lee, Halim;Seo, Jiwon
    • Journal of Positioning, Navigation, and Timing
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    • 제11권4호
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    • pp.361-368
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    • 2022
  • An indoor navigation system that utilizes long-term evolution (LTE) signals has the benefit of no additional infrastructure installation expenses and low base station database management costs. Among the LTE signal measurements, received signal strength (RSS) is particularly appealing because it can be easily obtained with mobile devices. Propagation channel models can be used to estimate the position of mobile devices with RSS. However, conventional channel models have a shortcoming in that they do not discriminate between line-of-sight (LOS) and non-line-of-sight (NLOS) conditions of the received signal. Accordingly, a previous study has suggested separated LOS and NLOS channel models. However, a method for determining LOS and NLOS conditions was not devised. In this study, a machine learning-based LOS/NLOS classification method using RSS measurements is developed. We suggest several machine-learning features and evaluate various machine-learning algorithms. As an indoor experimental result, up to 87.5% classification accuracy was achieved with an ensemble algorithm. Furthermore, the range estimation accuracy with an average error of 13.54 m was demonstrated, which is a 25.3% improvement over the conventional channel model.

자율운항선박을 위한 초고속 해상무선통신망 연계 및 상호운용성 확보 방안 고찰

  • 우석;김부영;심우성
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2022년도 추계학술대회
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    • pp.101-103
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    • 2022
  • 자율운항선박은 센서, IoT, 빅데이터, AI, 플랫폼 등 고도의 ICT 요소 기술이 필요한 미래 유망 산업 분야이다. 특히 선박 내부장치로 부터 수집된 정보와 선박 주변의 해상 데이터가 증가될수록 선박 대 선박 및 선박 대 육상 간 정보 교환 체계인 해상통신망의 중요성은 커질수 밖에 없다. 해양수산부는 2020년 세계 최초로 대한민국 연안으로부터 최대 100km 까지 해역을 LTE(Long Term Evolution) 통신체계로 구축한 바 있다. 본 논문은 초고속 해상무선통신망(LTE-Maritime)이 자율운항선박의 주요 통신 기술로써 활용되기 위해 우선적으로 고려할 사항을 타 해상 무선통신 기술과의 연계, 업링크 및 항내 통신품질의 향상 관점으로 살펴보고자 한다. 이를 위해 LTE-M. 망의 무선설비 다각화 사업으로 추진중인 해양 드론용 송수신기의 실해역 성능 시험을 통해, 선박과 육상 간 정보 교환에 있어 상호운용성 시험의 중요성을 재고해 보고, 해상 무선통신 체계의 신뢰성 및 호환성을 확보하기 위한 무선품질지표, 상호운용성 시험 방법 등을 제시하고자 한다.

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High resolution spectroscopic study of the peculiar globular cluster M22 (NGC 6656)

  • Kim, Hyeong-Jun;Lee, Jae-Woo
    • 천문학회보
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    • 제42권2호
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    • pp.65.1-65.1
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    • 2017
  • We present the high-resolution spectroscopic study of the red-giant branch (RGB) stars in the peculiar globular cluster M22 (NGC 6656). We obtained high-resolution spectra of 55 RGB stars using the CTIO 4-m telescope and the HYDRA multi-object spectrograph. By employing an improved LTE analysis method, we measured accurate elemental abundances. In this talk, we will discuss the differences in the chemical composition between the two stellar populations in the context of the formation of M22.

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B16 멜라닌 세포에서 해양소재 추출물의 멜라닌 생성 저해 효과 (Inhibitory Effects of Marine Natural Products on Melanogenesis in B16 Melanoma Cells)

  • 이찬;장정희;안은미;박찬익
    • 대한본초학회지
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    • 제27권4호
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    • pp.73-80
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    • 2012
  • Objectives : Under normal condition melanin protects the skin from extracellular stimuli including ultraviolet (UV)-induced oxidative skin damages, but excess production and accumulation of melanin can induce hyperpigmentation causing esthetic problems. Therefore, in this study we tried to search for natural skin whitening materials from marine natural resources. Methods : Water and ethanol extracts of marine natural resources were prepared from Porphyra thalli (PT), Laminariae thallus (LT), Ostreae concha (OC), Sargassum thallus (ST), Undaria thallus (UT), Codium thalli (CT), Enteromorpha thalli (ET), Syngnathoides biaculeatus (SB), and Hippocampus coronatus (Hc). Their effects against UVB and ${\alpha}$-melanocyte stimulating hormone (${\alpha}$-MSH)-induced melanogenesis were investigated based on melanin formation in B16 mouse melanoma cells. The mRNA and protein expression of enzymes involved in the melanogenic process were further examined by reverse transcriptase-polymerase chain reaction (RT-PCR) and Western blot analysis, respectively. Results : Water extract of Ostreae concha (OCW/E) effectively inhibited UVB and ${\alpha}$-MSH-induced melanin production in B16 melanocytes, which seemed to be mediated by inhibition of mRNA expression of tyrosinase and tyrosinase-related protein 1 (TRP-1). In another experiment, ethanol extracts from Porphyra thalli (PTE/E), Laminariae thallus (LTE/E), Sargassum thallus (STE/E), Undaria thallus (UTE/E), Codium thalli (CTE/E), Syngnathoides biaculeatus (SBE/E), and Hippocampus coronatus (HcE/E) significantly suppressed UVB and ${\alpha}$-MSH-induced melanin formation. Furthermore, ethylacetate fraction isolated form LTE/E (LTE/EEt) decreased UVB and ${\alpha}$-MSH-elevated extracellular melanin levels via inhibition of tyrosinase protein expression. Conclutions : These results suggest that marine natural resources such as Porphyra thalli, Laminariae thallus, Ostreae concha, Sargassum thallus, Undaria thallus, Codium thalli, Syngnathoides biaculeatus and Hippocampus coronatus have anti-melanogenic effects, thereby exhibiting high potentials to be utilized as one of the ingredients for the development of new whitening functional cosmetics.

이단으로 구성된 CMOS 전력증폭기 설계 (Design of Two-Stage CMOS Power Amplifier)

  • 배종석;함정현;정혜련;임원섭;조수호;양영구
    • 한국전자파학회논문지
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    • 제25권9호
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    • pp.895-902
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    • 2014
  • 본 논문에서는 CMOS $0.18-{\mu}m$ 공정을 이용하여 1.75 GHz 대역에서 동작하는 이단으로 구성된 CMOS 전력증폭기를 설계하였다. 무선통신시스템에 적합한 전력증폭기 설계를 위하여 ADS 모의실험을 통하여 전력이득, 출력 전력, 효율을 각각 28 dB, 27 dBm, 45 %로 설계를 하였다. 실제 제작된 전력증폭기의 성능은 전력 이득, 출력 전력, 효율은 각각 22.9 dB, 24.8 dBm, 41.3 %로 특성을 나타냈으며, 변조된 LTE(Long-Term Evolution) 신호에 대하여 인접 채널 누설비(ACLR)가 -30 dBc 이하를 만족하며, 전력 이득, 출력 전력, 효율이 각각 22.6 dB, 23.1 dBm, 35.1 %의 특성을 나타냈다.

Apsidal Motion Study of Close Binary System CW Cephei

  • Han, Wonyong;Jeong, Min-Ji;Yoon, Joh-Na;Kim, Hyoun-Woo;Kim, Yonggii;Kim, Chun-Hwey
    • Journal of Astronomy and Space Sciences
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    • 제32권4호
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    • pp.341-348
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    • 2015
  • New observations for the times of minimum lights of a well-known apsidal motion star CW Cephei were made using a 0.6 m wide field telescope at Jincheon station of Chungbuk National University Observatory, Korea during the 2015 observational season. We determined new times of minimum lights from these observations and analyzed O-C diagrams together with collected times of minima to study both the apsidal motion and the Light Time Effect (LTE) suggested in the system. The new periods of the apsidal motion and the LTE were calculated as 46.6 and 39.3 years, respectively, which were similar but improved accuracy than earlier ones investigated by Han et al. (2002), Erdem et al. (2004) and Wolf et al. (2006).

Research Trends and Its Determinants in Mobile Commerce Research (1999-2012)

  • Ko, Chang-Ryong
    • Asian Journal of Innovation and Policy
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    • 제2권2호
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    • pp.150-172
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    • 2013
  • This paper wanted to find out research trends and its determinants on mobile commerce research reviewing 439 articles from 1999, the starting year of this field to 2012. Our analytical framework has 4 categories such as general, technology, consumer and firm, and 14 sub-categories. The results are as follows: First, studies on mobile commerce can be divided into 5 stages. Second, trends of mobile commerce are closely related to the evolution of mobile technologies such as communication technologies and devices (2G, 3G, 3G+, 4G LTE, LTE-A). Third, this field was led by USA until 2005 and has been led by Taiwan after 2006. Fourth, China, Korea, UK and Canada are also leading countries, all of which have mobile device manufacturers. Research trends of non-manufacturing countries and manufacturing countries are different from each other. In addition, the trends of leading countries are different from each other reflecting each country's business needs.

차량 네트워크에서 수평 수직 핸드오버를 위한 SDN 기반 프록시 모바일 IPv6 (SDN based Proxy Mobile IPv6 for Horizontal and Vertical Handover in Vehicular Networks)

  • Raza, Syed Muhammad;Yeoum, Sanggil;Kim, Dongsoo;Choo, Hyunseung
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2014년도 추계학술발표대회
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    • pp.171-172
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    • 2014
  • This paper proposes a SDN based Proxy Mobile IPv6 (PMIPv6) architecture for heterogeneous vehicular networks (SDN-VANET), to provide the continuity of service during the horizontal handovers and to reduce the delay during vertical and horizontal handovers. SDN-VANET mainly relies on DSRC road side units (RSUs) for V2I communication and to overcome the coverage problem SDN-VANET performs the vertical handover between DSRC and LTE/UMTS. To date there is no standard to perform network layer vertical handovers. Therefore the proposed SDN-VANET architecture also doesn't provide any mechanism for vertical network layer handovers, but solves the horizontal network layer handovers in DSRC or LTE/UMTS through introducing PMIPv6 in the architecture.

LTE-A 이기종망의 상하향 링크에서 자원대체를 이용한 간섭회피기법 (Interference-Avoidance Using Resources Substitution In LTE-A Heterogeneous Network ' Up-DownLinks)

  • 김년우;김강현
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2013년도 추계학술발표대회
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    • pp.329-332
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    • 2013
  • 본 논문에서는 매크로기지국과 펨토기지국의 간섭을 회피하는 방법인 자원대체 간섭회피기법을 제안한다. 이 기법은 펨토셀 영역의 여유로운 자원을 할당받은 후에, 이기종망 간의 발생할 수 있는 충돌을 미리 검사하고 충돌이 예상되면 충돌가능자원을 회피하고 여유로운 자원으로 대체하여 통신을 한다. 본 기법을 적용하면 하향링크 및 상향링크에서 이기종망 간의 직교주파수를 적용하면서 발생할 수 있는 지연을 최소화 할 수가 있으며, 이기종망 간에서 주파수를 분할하여 통신을 하는 SFR 기법과 비교하여, 자원의 효율성을 높일 수가 있다.