• 제목/요약/키워드: Cluster density

검색결과 529건 처리시간 0.026초

Clustering Algorithm Considering Sensor Node Distribution in Wireless Sensor Networks

  • Yu, Boseon;Choi, Wonik;Lee, Taikjin;Kim, Hyunduk
    • Journal of Information Processing Systems
    • /
    • 제14권4호
    • /
    • pp.926-940
    • /
    • 2018
  • In clustering-based approaches, cluster heads closer to the sink are usually burdened with much more relay traffic and thus, tend to die early. To address this problem, distance-aware clustering approaches, such as energy-efficient unequal clustering (EEUC), that adjust the cluster size according to the distance between the sink and each cluster head have been proposed. However, the network lifetime of such approaches is highly dependent on the distribution of the sensor nodes, because, in randomly distributed sensor networks, the approaches do not guarantee that the cluster energy consumption will be proportional to the cluster size. To address this problem, we propose a novel approach called CACD (Clustering Algorithm Considering node Distribution), which is not only distance-aware but also node density-aware approach. In CACD, clusters are allowed to have limited member nodes, which are determined by the distance between the sink and the cluster head. Simulation results show that CACD is 20%-50% more energy-efficient than previous work under various operational conditions considering the network lifetime.

NGC 281의 젊은 별들의 운동학적 특성 (The Kinematic Properties of Young Stars in NGC 281: its implication on star formation process)

  • Kim, Seulgi;Lim, Beomdu
    • 천문학회보
    • /
    • 제46권2호
    • /
    • pp.81.1-81.1
    • /
    • 2021
  • Stellar kinematics is a useful tool to understand the formation and evolution of young stellar systems. Here, we present a kinematic study of the HII region, NGC 821, using the Gaia Early Data Release 3. NGC 281 contains the open cluster IC 1590. This cluster has a core and a low-stellar density halo. We detect a pattern of cluster expansion from the Gaia proper motion vectors. Most stars radially escaping from the cluster are distributed in the halo. We measure the 1-dimensional velocity dispersion of stars in the core. The velocity dispersion (1 km/s) is comparable to the expected virial velocity dispersion of this cluster, and therefore the core is at a virial state. The core has an initial mass function shallower than that of the halo, which is indicative of mass segregation. However, there is no significant correlation between stellar masses and tangential velocities. This result suggests that the mass segregation has a primordial origin. On the other hand, it has been believed that the formation of young stars in NGC 281 West was triggered by feedback from massive stars in IC 1590. We investigate the ages of stars in the two regions, but the age difference between the two regions is not comparable to the timescale of the passage of an ionization front. Also, the proper motion vectors of the NGC 281 West stars relative to IC 1590 do not show any systematic receding motion from the cluster. Our results suggest that stars in NGC 281 West might have been formed spontaneously. In conclusion, the formation of NGC 281 can be understood in the context of hierarchical star formation model.

  • PDF

캐올리나이트 규산염 층과 벤질알코올의 반응에 대한 양자화학계산에서 결정학적 위상이 멀리켄 전하와 자기 차폐 텐서에 미치는 영향 (The Effect of Lattice Topology on Benzyl Alcohol Adsorption on Kaolinite Surfaces: Quantum Chemical Calculations of Mulliken Charges and Magnetic Shielding Tensor)

  • 이범한;이성근
    • 한국광물학회지
    • /
    • 제20권4호
    • /
    • pp.313-325
    • /
    • 2007
  • 본 연구에서는 점토광물 표면 클러스터의 크기와 결정학적 위상이 전자 밀도와 자기 차폐 텐서에 미치는 영향을 살펴보기 위하여 캐올리나이트 규산염 층을 대표하는 세 개의 서로 다른 위상의 모델 클러스터와 벤질 알코올과의 상호작용에 대해 다양한 수준의 양자화학 계산을 수행하였다. 모델 클러스터 1은 단순화된 7개의 규산염 고리로 이루어졌고, 모델 클러스터 2는 결정학적 위상을 가진 7개의 규산염 고리로 이루어졌으며, 모델 클러스터 3은 세 개의 규산염 고리와 팔면체 고리로 이루어져 있다. 멀리켄 전하 계산 결과 벤질 알코올과의 반응 후의 상대적인 전자 밀도 이동의 크기는 모델클러스터 3의 사면체 쪽 > 모델 클러스터 1 > 모델 클러스터 2 > 모델 클러스터 3의 팔면체 쪽의 순으로 계산되었다. 또한 벤질 알코올과 강한 수소 결합을 하는 원자들의 전자 밀도 이동이 상대적으로 크다 벤질 알코올 흡착 전에 대한 사면체 표면 원자들의 자기 차폐 텐서 결과는 결정학적 위상을 고려하지 않은 경우 표면 중심으로부터의 거리가 비슷한 산소들끼리 유사한 등방 자기 차폐 텐서 값들을 갖고, 결정학적 위상을 고려한 경우는 결정학적으로 서로 다른 산소 자리(O3, O4, O5)에 대해 각각 $228.2{\pm}3.9,\;228.9{\pm}3.4,\;222.3{\pm}3.0ppm$으로 계산되었다. 흡착 전후의 산소 원자의 화학 차폐의 차이는 알코올과 근접한 산소들에서 약 $1{\sim}5.5ppm$ 정도의 변화가 나타나며 이러한 변화는 최근의 고분해능 이차원 핵자기공명분광 분석을 이용하면 실험으로 관찰할 수 있을 것으로 예상된다. 또한 모델 클러스터 2의 화학 차폐의 변화는 모델 클러스터 1보다 상대적으로 큰 특징을 보인다. 전자밀도 이동과 화학 차폐의 변화는 약한 양의 상관관계를 가진다. 이러한 결과들은 캐올리나이트 규산염 사면체 층과 벤질 알코올이 약한 수소 결합과 벤젠 고리와 규산염 층 산소 원자들의 약한 정전기적 힘에 의해 흡착되고 있음을 보여준다. 본 연구는 점토광물과 유기물에 대한 양자 화학 계산에서 클러스터 크기와 결정학적 위상이 고려되어야 함을 제시한다.

TIDAL TAILS OF GLOBULAR CLUSTERS

  • YIM KI-JEONG;LEE HYUNG MOK
    • 천문학회지
    • /
    • 제35권2호
    • /
    • pp.75-85
    • /
    • 2002
  • We present N-body simulations of globular clusters including gravitational field of the Galaxy, in order to study effects of tidal field systematically on the shape of outer parts of globular clusters using NBODY6. The Galaxy is assumed to be composed of central bulge and outer halo. We mvestigate the cluster of multi-mass models with a power-law initial mass function (IMF) starting with different initial masses, initial number of particles, different slopes of the IMF and different orbits of the cluster. We have examined the general evolution of the clusters, the shape of outer parts of the clusters, density profiles and the direction of tidal tails. The density profiles appear to become somewhat shallower just outside the tidal boundary consistent with some observed data. The position angle of the tidal tall depends on the location in the Galaxy as well as the direction of the motion of. clusters. We found that the clusters become more elongated at the apogalacticon than at the pengalacticon. The tidal tails may be used to trace the orbital paths of globular clusters.

Identifying Cluster Candidates in CFHTLS W2 Field

  • Paek, Insu;Im, Myungshin;Kim, Jae-Woo
    • 천문학회보
    • /
    • 제43권1호
    • /
    • pp.59.2-59.2
    • /
    • 2018
  • Recent studies of galaxy clusters have shown that the galaxy clusters in dense environment tend to have lower star formation rate in local universe with z < 1. However, this correlation is not significant in galaxy clusters with z > 1. The study of galaxy clusters around z=1 can yield insight into cosmological galaxy evolution. Nevertheless, the identification of galaxy clusters beyond the scope of immediate local universe requires wide field data in optical and near-infrared bands. By incorporating data from Canada-France-Hawaii Telescope Legacy Survey(CFHTLS) and Infrared Medium-Deep Survey(IMS), the photometric redshifts of galaxies in CFHTLS W2 field were calculated. Using spatial distribution and photometric redshifts, the galaxies in the field were divided into redshift bins. The image of each redshift bin was analyzed by measuring the number density within proper distance of 1Mpc. By comparing high density regions in consecutive redshift bins, we identified the cluster candidates and mapped the large-scale structure within the CFHTLS W2 field.

  • PDF

Effect of Basis Set Superposition Error on the MP2 Relative Energies of Gold Cluster Au6

  • Kim, Kyoung-Hoon;Kim, Jong-Chan;Han, Young-Kyu
    • Bulletin of the Korean Chemical Society
    • /
    • 제30권4호
    • /
    • pp.794-796
    • /
    • 2009
  • We have studied the structures and stabilities of Au6 to explore the origin of the large discrepancy between relative energies obtained from the density functional theory (DFT) and ab initio correlated levels of theory. The MP2 methods significantly overestimate the stability of the non-planar isomer when the double-$\zeta$ polarization quality of basis sets, such as LANL2DZ+1f and CEP31G+1f, are used. However, we show that such preference for the non-planar structure at the MP2 level mainly originates from the large basis set superposition error.

가스 유량제어에 의한 나노다이아몬드 박막의 특성연구 (A Study on the Characteristics of Nanodiamond Films with the Gas Flow Control)

  • 김태규;김창훈
    • 한국표면공학회지
    • /
    • 제39권4호
    • /
    • pp.153-159
    • /
    • 2006
  • Nanodiamond films were deposited on Si substrate by introducing a time dependent on/off modulation of $CH_4\;and\;O_2$ flows in a vertical-type microwave plasma enhanced chemical vapor deposition system. Surface morphology and diamond quality of the film were investigated as a function of the on/off modulation time interval. The diamond nucleation density on the substrate was enhanced under low temperature and low pressure condition. In addition, the diamond nucleation density was enhanced by increasing the on/off modulation time interval. Enhanced diamond quality was noticeable under the condition of a longer on/off modulation time interval. It was suggested that the nanodiamond nuclei formed the cluster formation.

The Hydrogen Atom in Interstices of Pd Cluster

  • Lee Keun Woo;Kim Hojing
    • Bulletin of the Korean Chemical Society
    • /
    • 제13권4호
    • /
    • pp.367-375
    • /
    • 1992
  • The electronic structure change caused by insertion of hydrogen into the interstices of Pd cluster is studied. Several properties such as energy, reduced overlap population (ROP), electon density (ED) and density of states (DOS) are calculated by Extended Huckel Method. Various types of clusters are considered. The same is performed on Ni and Pt and all the results are compared. The results show that the hydrogen atom in Pd is stabilized remarkably but its wave function is almost unperturbed. The fact is compatible with noticeable solubility of hydrogen in Pd but may not be a positive enough evidence to rationalize the claimed cold fusion phenomenon. It is also found that a remarkable charge transfer from Pd atom to hydrogen atom occurs.

New Galaxy Catalog of the Virgo Cluster

  • Kim, Suk;Rey, Soo-Chang;Jerjen, Helmut;Lisker, Thorsten;Sung, Eon-Chang;Lee, Youngdae;Chung, Jiwon;Pak, Mina;Yi, Wonhyeong;Lee, Woong
    • 천문학회보
    • /
    • 제39권2호
    • /
    • pp.50-50
    • /
    • 2014
  • We present a new catalog of galaxies in the wider region of the Virgo cluster, based on the Sloan Digital Sky Survey (SDSS) Data Release 7. The Extended Virgo Cluster Catalog (EVCC) covers an area of 725 deg2 or 60.1 Mpc2. It is 5.2 times larger than the footprint of the classical Virgo Cluster Catalog (VCC) and reaches out to 3.5 times the virial radius of the Virgo cluster. We selected 1324 spectroscopically targeted galaxies with radial velocities less than 3000 km s-1. In addition, 265 galaxies that have been missed in the SDSS spectroscopic survey but have available redshifts in the NASA Extragalactic Database are also included. Our selection process secured a total of 1589 galaxies of which 676 galaxies are not included in the VCC. The certain and possible cluster members are defined by means of redshift comparison with a cluster infall model. We employed two independent and complementary galaxy classification schemes: the traditional morphological classification based on the visual inspection of optical images and a characterization of galaxies from their spectroscopic features. SDSS u, g, r, i, and z passband photometry of all EVCC galaxies was performed using Source Extractor. We compare the EVCC galaxies with the VCC in terms of morphology, spatial distribution, and luminosity function. The EVCC defines a comprehensive galaxy sample covering a wider range in galaxy density that is significantly different from the inner region of the Virgo cluster. It will be the foundation for forthcoming galaxy evolution studies in the extended Virgo cluster region, complementing ongoing and planned Virgo cluster surveys at various wavelengths.

  • PDF

요인 및 군집분석을 이용한 유해화학물질 사고 잠재적 피해에 대한 도시 유형 분류 및 특성 분석 (The Analysis and Classification of Urban Types for Potential Damage from Hazardous Chemical Accidents Using Factor and Cluster Analysis)

  • 이승훈;유영은;김규리;백종인;김호현;반영운
    • 한국환경보건학회지
    • /
    • 제46권6호
    • /
    • pp.726-734
    • /
    • 2020
  • Objectives: The aim of this study was to analyze and classify the characteristics of potential damage from hazardous chemical accidents in 229 administrative units in South Korea by reflecting the social and environmental characteristics of areas where chemical accidents can occur. Methods: A number of indicators were selected through preceding studies. Factor analysis was performed on selected indicators to derive factors, and cluster analysis was performed based on the factor scores. Results: As a result of the cluster analysis, 229 administrative units were divided into three clusters, and it was confirmed that each cluster had its own characteristics. Conclusions: The first cluster, "areas at risk of accident occurrence and spread of damage" was a type with a high potential for accident damage and a high density of hazardous facilities. The second cluster, "Urban infrastructure damage hazard areas" appeared to be a cluster with high urban development characteristics. Finally, the third cluster 'Urban and environmental damage hazard areas' appeared to be a cluster with an excellent natural environment. This study went further from the qualitative discussion related to existing chemical accidents to identify and respond to accident damage by reflecting the social and environmental characteristics of the region. Distinct from the previous studies related to the causes of accidents and the response system, it is meaningful to conduct empirical research focusing on the affected areas by analyzing the possibility of accident damage in reflection of the social and environmental characteristics of the community.