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검색결과 630건 처리시간 0.022초

Exploring Spatial Patterns of Theft Crimes Using Geographically Weighted Regression

  • Yoo, Youngwoo;Baek, Taekyung;Kim, Jinsoo;Park, Soyoung
    • 한국측량학회지
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    • 제35권1호
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    • pp.31-39
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    • 2017
  • The goal of this study was to efficiently analyze the relationships of the number of thefts with related factors, considering the spatial patterns of theft crimes. Theft crime data for a 5-year period (2009-2013) were collected from Haeundae Police Station. A logarithmic transformation was performed to ensure an effective statistical analysis and the number of theft crimes was used as the dependent variable. Related factors were selected through a literature review and divided into social, environmental, and defensive factors. Seven factors, were selected as independent variables: the numbers of foreigners, aged persons, single households, companies, entertainment venues, community security centers, and CCTV (Closed-Circuit Television) systems. OLS (Ordinary Least Squares) and GWR (Geographically Weighted Regression) were used to analyze the relationship between the dependent variable and independent variables. In the GWR results, each independent variable had regression coefficients that differed by location over the study area. The GWR model calculated local values for, and could explain the relationships between, variables more efficiently than the OLS model. Additionally, the adjusted R square value of the GWR model was 10% higher than that of the OLS model, and the GWR model produced a AICc (Corrected Akaike Information Criterion) value that was lower by 230, as well as lower Moran's I values. From these results, it was concluded that the GWR model was more robust in explaining the relationship between the number of thefts and the factors related to theft crime.

A comparative study of low-complexity MMSE signal detection for massive MIMO systems

  • Zhao, Shufeng;Shen, Bin;Hua, Quan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권4호
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    • pp.1504-1526
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    • 2018
  • For uplink multi-user massive MIMO systems, conventional minimum mean square error (MMSE) linear detection method achieves near-optimal performance when the number of antennas at base station is much larger than that of the single-antenna users. However, MMSE detection involves complicated matrix inversion, thus making it cumbersome to be implemented cost-effectively and rapidly. In this paper, we first summarize in detail the state-of-the-art simplified MMSE detection algorithms that circumvent the complicated matrix inversion and hence reduce the computation complexity from ${\mathcal{O}}(K^3)$ to ${\mathcal{O}}(K^2)$ or ${\mathcal{O}}(NK)$ with some certain performance sacrifice. Meanwhile, we divide the simplified algorithms into two categories, namely the matrix inversion approximation and the classical iterative linear equation solving methods, and make comparisons between them in terms of detection performance and computation complexity. In order to further optimize the detection performance of the existing detection algorithms, we propose more proper solutions to set the initial values and relaxation parameters, and present a new way of reconstructing the exact effective noise variance to accelerate the convergence speed. Analysis and simulation results verify that with the help of proper initial values and parameters, the simplified matrix inversion based detection algorithms can achieve detection performance quite close to that of the ideal matrix inversion based MMSE algorithm with only a small number of series expansions or iterations.

Joint Uplink and Downlink Resource Allocation in Data and Energy Integrated Communication Networks

  • Yu, Qin;Lv, Kesi;Hu, Jie;Yang, Kun;Hong, Xuemin
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제11권6호
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    • pp.3012-3028
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    • 2017
  • In this paper, we propose a joint power control strategy for both the uplink and downlink transmission by considering the energy requirements of the user equipments' uplink data transmissions in data and energy integrated communication networks (DEINs). In DEINs, the base station (BS) adopts the power splitting (PS) aided simultaneous wireless information and power transfer (SWIPT) technique in the downlink (DL) transmissions, while the user equipments (UEs) carry out their own uplink (UL) transmissions by exploiting the energy harvested during the BS's DL transmissions. In our DEIN model, there are M UEs served by the BS in order to fulfil both of their DL and UL transmissions. The orthogonal frequency division multiple access (OFDMA) technique is adopted for supporting the simultaneous transmissions of multiple UEs. Furthermore, a transmission frame is divided into N time slots in the medium access control (MAC) layer. The mathematical model is established for maximizing the sum-throughput of the UEs' DL transmissions and for ensuring their fairness during a single transmission frame T, respectively. In order to achieve these goals, in each transmission frame T, we optimally allocate the BS's power for each subcarrier and the PS factor for each UE during a specific time slot. The original optimisation problems are transformed into convex forms, which can be perfectly solved by convex optimisation theories. Our numerical results compare the optimal results by conceiving the objective of maximising the sum-throughput and those by conceiving the objective of maximising the fair-throughput. Furthermore, our numerical results also reveal the inherent tradeoff between the DL and the UL transmissions.

Improving Hot Spot Problem in Layer of DL-LEACH

  • LEE, WooSuk;Jin, Seung Yeon;Jung, Kye-Dong;Lee, Jong-Yong
    • International Journal of Internet, Broadcasting and Communication
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    • 제9권2호
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    • pp.64-69
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    • 2017
  • The abstract should summarize the contents of the paper and written below the author information. Use th In Wide-area Wireless Sensor Networks, network lifetime is short due to energy consumption due to transmission distance. To improve this, we divide the sensor field into layers and reduce transmission distance through multi-hop transmission. However, there is a problem in that the transmission rate drops because there is no Cluster Head in the layer, or the transmission distance increases due to the layer, and energy is wasted. There are DL-LEACH and EDL-LEACH as Protocols to improve this. DL-LEACH uses either single-hop transmission or multi-hop transmission depending on the situation. As a result, the transmission distance is optimized, thereby reducing energy consumption. In case of EDL-LEACH, it is proposed to improve the data rate in DL-LEACH. It is the same as DL-LEACH, but the Cluster Head is mandatory for all layers to improve the transmission rate. Although there is no Cluster Head for each layer, the transmission rate is improved, but the network life is shortened. In this paper, we try to improve the network lifetime while maintaining the EDL-LEACH transmission rate. The shortened network lifetime is due to Cluster Head overload near the base station. To improve this, the Cluster Head distribution method is improved and the network lifetime is improved.

Carbofuran 수도근계처리의 해충방제효과 (Root-zone Placement of Carbofuran for Control of Rice Insect Pests)

  • 유재기;최승윤;이형래;송유한
    • 한국응용곤충학회지
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    • 제16권4호
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    • pp.217-220
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    • 1977
  • IRRI에서 고안제작한 액상 주입기(Liquid applicator)에 의한 Carbofuran 액상근부주변 처리의 수도 해충 방제 효과에 대한 시험을 Capsule 근부처리, 입제, 수면처리와 비교 시험을 호남작물시험장 묘 포장에서 실시하였다. Carbofuran 액상근부 주변처리는 Carbofuran Capsule 근부 처리에 비하여 해충 방제효과가 낮었다. 그러나 Carbofuran, Diaainon입제 수면시용, 2내지 4회 처리와 대등내지는 상회하는 해충방제 효과가 있었다. 이들 해충 방제효과는 유신품종에 비하여 팔굉 품종에서 현저히 높였으며 액상 Carhofuran일회 근부처리는 수도 전 생유기에 걸친 이화명충, 애멸구와 줄무늬 잎마름병 및 끝동매미충 방제의 가능성이 엿 보였다.

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Near Zero IF를 갖는 2.4 GHz WLL 기지국용 하모닉 Cascode FET 혼합기 설계 및 제작 (Design and Implementation of a Near Zero IF Sub-harmonic Cascode FET Mixer for 2.4 GHz WLL Base-Station)

  • 이혁;정윤석;김정표;최재훈
    • 한국전자파학회논문지
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    • 제14권5호
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    • pp.472-478
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    • 2003
  • 본 논문에서는 LO 신호의 2차 하모닉 성분을 이용하여 2개의 FET를 cascode 구조로 구성한 near zero If특성을 갖는 하모닉 혼합기를 설계,제작하였다. 호모다인 방식에서 사용되는 혼합기는 DC offset이 가장 심각한 문제이다. 이러한 문제를 해결하기 위해서 단자간 분리도를 좋게 하고 near zero IF를 사용하여 혼합기를 설계하였다. 본 논문에서 구현된 혼합기는 간결한 구조에 비해 LO-RF 단자간 분리도가 우수하다. 설계된 혼합기에서 RF 입력 전력 -30 dBm, LO 입력 전력 6 dBm에 대해, 변환이득은 6.7 dB, 잡음지수는 8.4 dB, LO-RF 단자간 분리도는 31.5 dB, IIP3는 -1.9 dBm, IIP2는 -2.8 dBm이다.

공동주택의 발코니 유·무가 화염분출 특성에 미치는 영향 연구 (The Influence of the Presence of Balconies on Flame Acceleration in Multi-unit Dwellings)

  • 강윤규
    • 한국화재소방학회논문지
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    • 제30권2호
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    • pp.1-6
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    • 2016
  • 우리는 21세기 하이테크(hightech) 시대에 살고 있다. 산업화의 발달로 우리는 물질적 기술적 진보에 따른 인구이동으로 인하여 시설의 쏠림 현상으로 거대도시(metropolis)를 넘어 거대도시권(megalopolis)이 형성되어 건축물의 초고층화, 지하화(지하철, 쇼핑센터 등), 대형화를 이루면서 주거문화 역시 바뀌었다. 인구의 과밀화 속에서 핵가족화 및 1인가구의 증가로 아파트 및 도시형 생활주택이 제도적 안전규제보다 빠른 속도로 확대되어왔다. 본 연구에서는 아파트화재 사례를 통해 시사하는 점을 분석하고, 아파트 실물화재실험을 통해 공동주택(아파트)화재 연소성상을 연구하였다. 그 결과 화재 사례분석 결과와 같이 발코니 확장형 아파트 보다 발코니 비확장형 아파트가 화재 연소의 확산 속도를 줄여주는 것으로 검증 되었다. 사례 및 실험 결과를 근거하여 공동주택 화재 안전대책 및 대응시스템이 개선되어야 한다.

저항 결합회로를 이용한 Cellular CDMA용 저잡음 증폭기의 구현 (Development of the Low Noise Amplifier for Cellular CDMA Using a Resistive Decoupling Circuit)

  • 전중성;김동일
    • 한국정보통신학회논문지
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    • 제2권4호
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    • pp.635-641
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    • 1998
  • 본 논문에서는 셀룰러 CDMA 기지국 및 중계기의 수신부에 사용되는 크기가 작은 824 ∼ 849 MHz용 저잡음 증폭기(Low Noise Amplifier)를 저항 결합회로를 사용하여 구현하였다. 사용된 저항 결합회고는 반사되는 전력이 정합회로내의 저항에서 소모되므로 반사계수가 작아지고, 안정도도 개선되며 저잡음 증폭기의 설계시 입력단 정합에 용이하였다 저잡음 증폭기의 설계 제작에는 저잡음 GaAs FET인 ATF-10136과 내부정합된 MMIC인 VNA-25를 이용하였으며, 알루미늄 기구물안에 RF 회로와 자체 바이어스(Self-bias) 회로를 함께 장 착시켰다. 이렇게 제작된 저잡음 증폭기는 35dB이상의 이득과 0.9dB이하의 잡음지수, 18.6dBm의 P1dB, P1dB 출력레벨에서 10dB back off 시켰을때 31.17dB의 IM3를 얻었다.

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한국산 연초 "바이러스"에 관한 연구 (Studies with the tobacco mosaic viruses)

  • 김은수;소인영
    • 미생물학회지
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    • 제1권1호
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    • pp.10-18
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    • 1963
  • Studies with the Tobacco Mosaic Viruses; W. S Kim, and So, I Y., (Dept. of biology Sung Kyun Kwan Univer. Seoul, Korea.). Using the common strain of tobacco mosaic virus (TMV) which was sent from the Dept. of Plant Pathology, University of Wisconsin, U.S.A. as control virus, a possible new strain of tobacco mosaic virus (SMV) was isolated from tobacco leaves collected from Tobacco Experiment Station farms as well as from various blends of manufactured Korean cigaretts. SMV was isolated by single lesion isolation method and by inoculating the virus through various species of host plants. The two viruses, TMV and SMV were indentified by the difference in symptoms, host range, serological reaction, and electron micrograpy. As the results of the above experiment the author believes the virus isolate SMV is a different strain of TMV. The experimental evidences that SMV belongs to the TMV group are as follows; 1. Both viruses produced local necrotic lesions on Nicotiana glutimosa L. 2. Both showed a dilution end point of $10^8$. 3. Aphid transmission was failed with the viruses. 4. Both had an isoelectric point around pH 3.3. 5. Two viruses were serological reactive. 6. The size of the virus particles was around 270-300mu as they were observed under the electron microscope. The virus SMV, however, is different from the common strain of TMV and the experimental evidences are as follows; 1. SMV produced quite different symptoms from TMV on various host plants like tobacoo(Nicotiana tabacum L., White Burley), Nicotiana rustica L., Chenopodium Koreanse Nakai. Bata vulgaris L., and Datura tatula L., SMV produced distinct local lesions on these host plants whereas TMV incited largely mosaic diseases. 2. The serological titers obtained from the heterologous combinations were lower than those from homologous combinations of antigens and antiser.

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IEEE802.16j 기반 WiBro MMR 네트워크의 효율적 구축 및 운용에 관한 연구 (Cost-Effective Deployment and Operation of the IEEE802.16j based WiBro MMR Network)

  • 류승완;최고봉;명광식;박세권;조충호;이형우
    • 대한산업공학회지
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    • 제34권2호
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    • pp.223-234
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    • 2008
  • Mobile multi-hop relaying (MMR) technology is being considered as a promising solution capable to enhance coverage, user throughput, and system capacity of the current wired backbone dependent wireless access networks. Since the relaying nodes do not need a wired backbone access, MMR technology offers easy and low-cost deployment, flexible cell planning, and adaptive traffic handling performance. In this paper, we investigate performance and cost effectiveness of the MMR technology deployment in the IEEE802.16j based WiBro/WiMAX systems. We first introduce standardization activities and research issues of MMR WiBro/ WiMAX systems. Since the coverage extension problem may occur in metropolitan areas as well as suburban or rural areas where user density is relatively low or moderate, we introduce several MMR topologies and analyze cost-effectiveness of MMR based coverage extension with respect to the user traffic density. Then, we argue cost effect on MMR technology deployment and throughput performance, Finally, we introduce further study issues including sectorized base station based MMR deployment approaches and the single and multi-frame structure MMR approaches.