• Title/Summary/Keyword: Sensor clustering

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Design of Clustering based Smart Platform for 3D Position (클러스터링 기반의 3D 위치표시용 스마트 플랫폼설계)

  • Kang, Min-Goo
    • Journal of Satellite, Information and Communications
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    • 제10권1호
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    • pp.56-61
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    • 2015
  • In this paper, the 3D positioning of IoT sensors with the Unity engine of android platform based home-hub was proposde for IoT(Internet of Things) users. Especially, the monitoring of IoT sensor and battery status was designed with the clustering of IoT sensor's position. The 3D positioning of RSSI(received signal strength indicator) and angle for new IoT sensor according to clustering method was described with the cooperation of beacon and received arrival signal time. This unity engine based smart hub platform can monitor the working situation of IoT sensors, and apply 3D video with texture for the life-cycling of many IoT sensors simultaneously. rs was described with RSSI(received signal strength indicator) and received angle.

An Analysis of Energy Efficient Cluster Ratio for Hierarchical Wireless Sensor Networks (계층적 센서네트워크에서 에너지 효율성을 위한 최적의 클러스터 비율 분석)

  • Jin, Zilong;Kim, Dae-Young;Cho, Jinsung
    • The Journal of Korean Institute of Communications and Information Sciences
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    • 제38B권6호
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    • pp.446-453
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    • 2013
  • Clustering schemes have been adopted as an efficient solution to prolong network lifetime and improve network scalability. In such clustering schemes cluster ratio is represented by the rate of the number of cluster heads and the number of total nodes, and affects the performance of clustering schemes. In this paper, we mathematically analyze an optimal clustering ratio in wireless sensor networks. We consider a multi-hop to one-hop transmission case and aim to provide the optimal cluster ratio to minimize the system hop-count and maximize packet reception ratio between nodes. We examine its performance through a set of simulations. The simulation results show that the proposed optimal cluster ratio effectively reduce transmission count and enhance energy efficiency in wireless sensor networks.

A Novel Clustering Method for Increasing Connection Durability in Sensor Network Environment (센서 네트워크에서 연결 지속성 향상 가능한 새로운 클러스터링 기법에 관한 연구)

  • Kim, Dae-Hyun;Kim, Jin-Mook;Lee, Kyung-Oh
    • The KIPS Transactions:PartC
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    • 제15C권2호
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    • pp.119-124
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    • 2008
  • The LEACH is a study method of a clustering base that was representative in many routing techniques that was suggested in sensor network environment. This is suggested technique to manage the sensor network group which consisted of many sensors in efficiency. However, it does not consider energy remaining quantity of the cluster header to manage cluster group, the problem where the cluster group is able to destroyed on the middle which transmits data. We are going to propose to solve such a problem by this paper for new clustering technique to accomplish management for a cluster group. It uses the technique which it proposes from the dissertation which it sees and are to the data transfer and the control also the connection directivity of the cluster group to improve also the lag time diminishes, test result it will lead and the possibility which it will know it was.

A Modified E-LEACH Routing Protocol for Improving the Lifetime of a Wireless Sensor Network

  • Abdurohman, Maman;Supriadi, Yadi;Fahmi, Fitra Zul
    • Journal of Information Processing Systems
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    • 제16권4호
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    • pp.845-858
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    • 2020
  • This paper proposes a modified end-to-end secure low energy adaptive clustering hierarchy (ME-LEACH) algorithm for enhancing the lifetime of a wireless sensor network (WSN). Energy limitations are a major constraint in WSNs, hence every activity in a WSN must efficiently utilize energy. Several protocols have been introduced to modulate the way a WSN sends and receives information. The end-to-end secure low energy adaptive clustering hierarchy (E-LEACH) protocol is a hierarchical routing protocol algorithm proposed to solve high-energy dissipation problems. Other methods that explore the presence of the most powerful nodes on each cluster as cluster heads (CHs) are the sparsity-aware energy efficient clustering (SEEC) protocol and an energy efficient clustering-based routing protocol that uses an enhanced cluster formation technique accompanied by the fuzzy logic (EERRCUF) method. However, each CH in the E-LEACH method sends data directly to the base station causing high energy consumption. SEEC uses a lot of energy to identify the most powerful sensor nodes, while EERRCUF spends high amounts of energy to determine the super cluster head (SCH). In the proposed method, a CH will search for the nearest CH and use it as the next hop. The formation of CH chains serves as a path to the base station. Experiments were conducted to determine the performance of the ME-LEACH algorithm. The results show that ME-LEACH has a more stable and higher throughput than SEEC and EERRCUF and has a 35.2% better network lifetime than the E-LEACH algorithm.

Neighbor Node Discovery and Load Balancing Schemes for Energy-Efficient Clustering in Wireless Sensor Networks (주변 노드 발견을 통한 무선 센서 네트워크에서의 에너지 효율적인 클러스터링 및 전력 균형 분산 기법)

  • Choi, Ji-Young;Kang, Chung-Gu
    • The Journal of Korean Institute of Communications and Information Sciences
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    • 제31권11A호
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    • pp.1147-1158
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    • 2006
  • Clustering algorithm is an essential element to implement a hierarchical routing protocol, especially for a large-scale wireless sensor network. In this paper, we propose a new type of energy-efficient clustering algorithm, which maximizes the physical distance between cluster head and gateway by a neighbor node discovery mechanism. Furthermore, a slave/master patching scheme is introduced as a useful means of further improving the energy-efficiency. It has been shown that the number of cluster heads can be reduced by as many as 21% as compared with the existing clustering algorithms.

An Energy-Efficient Sensor Network Clustering Using the Hybrid Setup (하이브리드 셋업을 이용한 에너지 효율적 센서 네트워크 클러스터링)

  • Min, Hong-Ki
    • Journal of the Institute of Convergence Signal Processing
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    • 제12권1호
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    • pp.38-43
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    • 2011
  • Cluster-based routing is high energy consumption of cluster head nodes. A recent approach to resolving the problem is the dynamic cluster technique that periodically re-selects cluster head nodes to distribute energy consumption of the sensor nodes. However, the dynamic clustering technique has a problem that repetitive construction of clustering consumes the more energies. This paper proposes a solution to the problems described above from the energy efficiency perspective. The round-robin cluster header(RRCH) technique, which fixes the initially structured cluster and sequentially selects cluster head nodes, is suggested for solving the energy consumption problem regarding repetitive cluster construction. A simulation result were compared with the performances of two of the most widely used conventional techniques, the LEACH(Low Energy Adaptive Clustering Hierarchy) and HEED(Hybrid, Energy Efficient, Distributed Clustering) algorithms, based on energy consumption, remaining energy for each node and uniform distribution. The evaluation confirmed that in terms of energy consumption, the technique proposed in this paper was 26.5% and 20% more efficient than LEACH and HEED, respectively.

Implementation and Performance Evaluation of Reporting Interval-adaptive Sensor Control Scheme for Energy Efficient Data Gathering (에너지 효율적 센서 데이터 수집을 위한 리포팅 허용 지연시간 적응형 센서 제어 기법 구현 및 성능평가)

  • Shon, Tae-Shik;Choi, Hyo-Hyun
    • The KIPS Transactions:PartC
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    • 제17C권6호
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    • pp.459-464
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    • 2010
  • Due to the application-specific nature of wireless sensor networks, the sensitivity to such a requirement as data reporting latency may vary depending on the type of applications, thus requiring application-specific algorithm and protocol design paradigms which help us to maximize energy conservation and thus the network lifetime. In this paper, we implement and evaluate a novel delay-adaptive sensor scheduling scheme for energy-saving data gathering which is based on a two phase clustering (TPC), in wireless sensor networks. The TPC is implemented on sensor Mote hardwares. With the help of TPC implemented, sensors selectively use direct links for control and forwarding time critical sensed data and relay links for data forwarding based on the user delay constraints given. Implementation study shows that TPC helps the sensors to increase a significant amount of energy while collecting sensed data from sensors in a real environment.

Data prediction Strategy for Sensor Network Clustering Scheme (센서 네트워크 클러스터링 기법의 데이터 예측 전략)

  • Choi, Dong-Min;Shen, Jian;Moh, Sang-Man;Chung, Il-Yong
    • Journal of Korea Multimedia Society
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    • 제14권9호
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    • pp.1138-1151
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    • 2011
  • Sensor network clustering scheme is an efficient method that prolongs network lifetime. However, when it is applied to an environment in which collected data of the sensor nodes easily overlap, sensor node unnecessarily consumes energy. Accordingly, we proposed a data prediction scheme that sensor node can predict current data to exclude redundant data transmission and to minimize data transmission among the cluster head node and member nodes. Our scheme excludes redundant data collection by neighbor nodes. Thus it is possible that energy efficient data transmission. Moreover, to alleviate unnecessary data transmission, we introduce data prediction graph whether transmit or not through analyze between prediction and current data. According to the result of performance analysis, our method consume less energy than the existing clustering method. Nevertheless, transmission efficiency and data accuracy is increased. Consequently, network lifetime is prolonged.

A Secure Energy-Efficient Routing Scheme Using Distributed Clustering in Wireless Sensor Networks (무선 센서 네트워크에서 분산 클러스터링을 이용한 안전한 에너지 효율적인 라우팅 기술)

  • Cheon, EunHong;Lee, YonSik
    • Convergence Security Journal
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    • 제16권5호
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    • pp.3-9
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    • 2016
  • The wireless sensor networks have become an economically viable monitoring solution for a wide variety of civilian and military applications. The main challenge in wireless sensor networks is the secure transmission of information through the network, which ensures that the network is secure, energy-efficient and able to identify and prevent intrusions in a hostile or unattended environment. In that correspondence, this paper proposes a distributed clustering process that integrates the necessary measures for secure wireless sensors to ensure integrity, authenticity and confidentiality of the aggregated data. We use the notion of pre-distribution of symmetric and asymmetric keys for a secured key management scheme, and then describe the detailed scheme which each sensor node within its cluster makes use of the pre-distribution of cryptographic parameters before deployment. Finally, we present simulation results for the proposed scheme in wireless sensor network.

Configuration of clustering and routing algorithms for energy efficiency by wireless sensor network in ship (선박 내 무선 센서 네트워크에서 에너지 효율을 위한 클러스터링 및 라우팅 알고리즘의 구성)

  • Kim, Mi-jin;Yu, Yun-Sik;Jang, Jong-wook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 한국정보통신학회 2012년도 추계학술대회
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    • pp.435-438
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    • 2012
  • Today, In all fields, As combination of ubiquitous computing-based technologies between electronic space and physical space, has been active trend research about wireless integration sensor network between sensors and wireless technology. Also, but in ship is underway research about Ship Area Network(SAN) of intelligent ship to integrate wireless technology, ship is required SAN-bridge technology of a variety of wired, wireless network integration and heterogeneous sensor and interoperability of the controller and SAN configuration management technology of remote control. Ship keep safe of all the surrounding environment including crew besides structural safety and freight management monitoring. In this paper, for monitoring design such as on climate change detection and temperature, pressure about various structures, there identify technology trends for routing and data aggregation to use energy efficiency in wireless sensor network. And to analyze self-organizing clustering method, study For wireless sensor network configuration in ship.

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