• Title/Summary/Keyword: 센서 클러스터링

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A Clustering Method Considering the Threshold of Energy Consumption Model in Wireless Sensor Networks (무선 센서 네트워크에서 에너지 소모 모델의 임계값을 고려한 클러스터링 기법)

  • Kim, Jin-Su
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.11 no.10
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    • pp.3950-3957
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    • 2010
  • Wireless sensor network is composed of sensor node with limited sources, and to maintain and repair is vexatious once made up. Accordingly it is important matter to maximize the network lifetime by minimizing the energy consumption in wireless sensor network, and utilizing the limited sources efficiently. In this paper, I propose a technique arranging the cluster number with efficiency in clustering method to optimize the energy consumption. The energy usage needed for wireless transmission varies in distance(threshold). This technique reduces the energy consumption considering the threshold when arranging the cluster number. I verify that the clustering method organized through the valid processes outperform the LEACH(Low-Energy Adaptive Clustering Hierarchy) in total energy consumption.

Reliability Improvement Scheme of Cluster-based Architecture on Wireless Sensor Networks (무선 센서 네트워크에서 클러스터 기반 구조의 신뢰도 향상 기법)

  • 최호영;최창열;김성수
    • Proceedings of the Korean Information Science Society Conference
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    • 2004.04a
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    • pp.610-612
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    • 2004
  • 무선 센서 네트워크에서 클러스터 헤드 결함으로 인해 발생되는 클러스터 재구성은 시간과 에너지를 낭비하고 시스템 전체 신뢰도를 저하시키는 결과를 초래한다. 본 논문에서는 클러스터링 구조에서 발생할 수 있는 결함을 모델링하고. 시스템 신뢰도와 에너지 관리 효율을 높이는 백업 기법을 제안한다. 또한 성능 평가를 통해 백업 기법을 사용하지 않는 일반 클러스터링 기법과 성능을 비교하였으며, 그 결과로 일반 기법 보다 더 높은 신뢰도를 얻을 수 있었다.

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Tree-Based Clustering Protocol for Energy Efficient Wireless Sensor Networks (에너지 효율적 무선 센서 네트워크를 위한 트리 기반 클러스터링 프로토콜)

  • Kim, Kyung-Tae;Youn, Hee-Yong
    • The KIPS Transactions:PartC
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    • v.17C no.1
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    • pp.69-80
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    • 2010
  • Wireless sensor networks (WSN) consisting of a large number of sensors aim to gather data in a variety of environments and are being used and applied to many different fields. The sensor nodes composing a sensor network operate on battery of limited power and as a result, high energy efficiency and long network lifetime are major goals of research in the WSN. In this paper we propose a novel tree-based clustering approach for energy efficient wireless sensor networks. The proposed scheme forms the cluster and the nodes in a cluster construct a tree with the root of the cluster-head., The height of the tree is the distance of the member nodes to the cluster-head. Computer simulation shows that the proposed scheme enhances energy efficiency and balances the energy consumption among the nodes, and thus significantly extends the network lifetime compared to the existing schemes such as LEACH, PEGASIS, and TREEPSI.

Clustering-Based Cooperative Routing Using ARQ for Supporting Reliability and Transmission Efficiency in Mobile Ad-hoc Wireless Sensor Networks with Rayleigh Fading Channel (레일리페이딩 환경의 모바일 Ad-hoc무선 센서네트워크에서 신뢰성 및 전송효율을 효과적으로 지원하기 위한 ARQ를 사용하는 클러스터링 기반의 협력도움 라우팅)

  • Lee, Joo-Sang;An, Beong-Ku
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.46 no.4
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    • pp.61-68
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    • 2009
  • In this paper, we propose a Cluster-based Cooperative Routing using ARQ (CCRA) for supporting both reliability and transmitting efficient service in mobile ad-hoc wireless sensor networks with Rayleigh fading environments. The main contributions and features of this paper are as follows. First, the clustering method which uses the position information of nodes as underlying structure for supporting reliable transmission services is used. Second, the cooperative data transmission method based on the underlying clustering informations is used to improve both reliability and data transmission efficiency. Third, the ARQ-based transmission is used to improve transmission reliability. Fourth, we consider a realistic approach, in the points of view of mobile ad-hoc wireless sensor networks, based on mobile sensor nodes as well as fixed sensor nodes in the sensor fields while the conventional research for sensor networks focus on mainly fixed sensor networks. The performance evaluation of proposed routing protocol implemented via simulation using Optimized Network Engineering Tool (OPNET) and theoretical analysis.

An Energy-Efficient Clustering Using Load-Balancing of Cluster Head in Wireless Sensor Network (센서 네트워크에서 클러스터 헤드의 load-balancing을 통한 에너지 효율적인 클러스터링)

  • Nam, Do-Hyun;Min, Hong-Ki
    • The KIPS Transactions:PartC
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    • v.14C no.3 s.113
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    • pp.277-284
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    • 2007
  • The routing algorithm many used in the wireless sensor network features the clustering method to reduce the amount of data transmission from the energy efficiency perspective. However, the clustering method results in high energy consumption at the cluster head node. Dynamic clustering is a method used to resolve such a problem by distributing energy consumption through the re-selection of the cluster head node. Still, dynamic clustering modifies the cluster structure every time the cluster head node is re-selected, which causes energy consumption. In other words, the dynamic clustering approaches examined in previous studies involve the repetitive processes of cluster head node selection. This consumes a high amount of energy during the set-up process of cluster generation. In order to resolve the energy consumption problem associated with the repetitive set-up, this paper proposes the Round-Robin Cluster Header (RRCH) method that fixes the cluster and selects the head node in a round-robin method The RRCH approach is an energy-efficient method that realizes consistent and balanced energy consumption in each node of a generated cluster to prevent repetitious set-up processes as in the LEACH method. The propriety of the proposed method is substantiated with a simulation experiment.

i-LEACH : Head-node Constrained Clustering Algorithm for Randomly-Deployed WSN (i-LEACH : 랜덤배치 고정형 WSN에서 헤더수 고정 클러스터링 알고리즘)

  • Kim, Chang-Joon;Lee, Doo-Wan;Jang, Kyung-Sik
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.16 no.1
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    • pp.198-204
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    • 2012
  • Generally, the clustering of sensor nodes in WSN is a useful mechanism that helps to cope with scalability problem and, if combined with network data aggregation, may increase the energy efficiency of the network. The Hierarchical clustering routing algorithm is a typical algorithm for enhancing overall energy efficiency of network, which selects cluster-head in order to send the aggregated data arriving from the node in cluster to a base station. In this paper, we propose the improved-LEACH that uses comparably simple and light-weighted policy to select cluster-head nodes, which results in reduction of the clustering overhead and overall power consumption of network. By using fine-grained power model, the simulation results show that i-LEACH can reduce clustering overhead compared with the well-known previous works such as LEACH. As result, i-LEACH algorithm and LEACH algorithm was compared, network power-consumption of i-LEACH algorithm was improved than LEACH algorithm with 25%, and network-traffic was improved 16%.

An Energy Consumption Model using Two-Tier Clustering in Mobile Sensor Networks (모바일 센서 네트워크에서 2계층 클러스터링을 이용한 에너지 소비 모델)

  • Kim, Jin-Su
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.12
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    • pp.9-16
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    • 2016
  • Wireless sensor networks (WSN) are composed of sensor nodes and a base station. The sensor nodes deploy a non-accessible area, receive critical information, and transmit it to the base station. The information received is applied to real-time monitoring, distribution, medical service, etc.. Recently, the WSN was extended to mobile wireless sensor networks (MWSN). The MWSN has been applied to wild animal tracking, marine ecology, etc.. The important issues are mobility and energy consumption in MWSN. Because of the limited energy of the sensor nodes, the energy consumption for data transmission affects the lifetime of the network. Therefore, efficient data transmission from the sensor nodes to the base station is necessary for sensing data. This paper, proposes an energy consumption model using two-tier clustering in mobile sensor networks (TTCM). This method divides the entire network into two layers. The mobility problem was considered, whole energy consumption was decreased and clustering methods of recent researches were analyzed for the proposed energy consumption model. Through analysis and simulation, the proposed TTCM was found to be better than the previous clustering method in mobile sensor networks at point of the network energy efficiency.

A Layer-based Dynamic Unequal Clustering Method in Large Scale Wireless Sensor Networks (대규모 무선 센서 네트워크에서 계층 기반의 동적 불균형 클러스터링 기법)

  • Kim, Jin-Su
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.12
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    • pp.6081-6088
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    • 2012
  • An unequal clustering method in wireless sensor networks is the technique that forms the cluster of different size. This method decreases whole energy consumption by solving the hot spot problem. In this paper, I propose a layer-based dynamic unequal clustering using the unequal clustering model. This method decreases whole energy consumption and maintain that equally using optimal cluster's number and cluster head position. I also show that proposed method is better than previous clustering method at the point of network lifetime.

An Efficient Clustering algorithm for Target Tracking in WSNs (무선 센서 네트워크에서 클러스터링을 이용한 효율적인 측위)

  • Rhee, Chung-Sei;Kim, Jang-Hwan
    • Convergence Security Journal
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    • v.16 no.5
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    • pp.65-71
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    • 2016
  • The use of Wireless Sensor Networks in many applications require not only efficient network design but also broad aspects of security, military and health care for hospital. Among many applications of WSNs, target tracking is an essential research area in WSNs. We need to track a target quickly as well as find the lost target in WSNs. In this paper, we propose an efficient target tracking method. We also propose an efficient clustering method and algorithm for target tracking.

Study on Web Service using Sensors (센서를 활용한 웹서비스에 관한 연구)

  • Yong, Han-Ma-Ro;Ku, Min-O;Min, Dug-Ki
    • 한국IT서비스학회:학술대회논문집
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    • 2009.11a
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    • pp.401-404
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    • 2009
  • 정보화 시대에서 유비쿼터스 시대로 접어들면서 현실세계에서의 데이터를 정보로 상향시킬 수 있는 기반 기술과 메커니즘이 발전하고 있으며, 이러한 기술적 노력의 이환으로 현실 세계의 실증정보를 가공전의 데이터 형태로 창출하는 기술에는 센서기술(Sensor Technology)이 있으며, 현재 센서기술은 현실 세계의 실증 정보를 수집하는 차원을 넘어서 이들간의 클러스터링을 형성하고 형성된 클러스터링을 기반으로 데이터 라우팅을 통해 가공 메커니즘(Processing Mechanism)을 제공하는 시스템으로 전달되고 이렇게 전달된 데이터와 가공 메커니즘에 의해 서비스를 통해 정보 수요자에게 전달된다. 본 논문에서는 센싱된 데이터를 웹서버를 통해 서비스가 될 수 있는 구조에 대해서 설계 및 제안을 하였다. 또한 본 논문에서는 센싱기술과 센서네트워크, 그리고 웹 서비스라는 일련의 구조를 설계 및 구현시 고려하여야 할 사항 및 발전방향에 대해서 언급한다.

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