• Title/Summary/Keyword: Life Time of Node

Search Result 147, Processing Time 0.032 seconds

Big data-based information recommendation system (빅데이터 기반 정보 추천 시스템)

  • Lee, Jong-Chan;Lee, Moon-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.22 no.3
    • /
    • pp.443-450
    • /
    • 2018
  • Due to the improvement of quality of life, health care is a main concern of modern people, and the demand for healthcare system is increasing naturally. However, it is difficult to provide customized wellness information suitable for a specific user because there are various medical information on the Internet and it is difficult to estimate the reliability of the information. In this study, we propose a user - centered service that can provide customized service suitable for users rather than simple search function by classifying big data as text mining and providing personalized medical information. We built a big data system and measured the data processing time while increasing the Hadoop slave node for efficient big data analysis. It is confirmed that it is efficient to build big data system than existing system.

Sensor Node Control Considering Energy-Efficiency in Wireless Sensor Networks (무선 센서 네트워크에서 에너지 효율성을 고려한 센서 노드 제어)

  • Park, Hee-Dong
    • Journal of Digital Convergence
    • /
    • v.12 no.2
    • /
    • pp.271-276
    • /
    • 2014
  • The life-time and performance of a wireless sensor network is closely related to energy-efficiency of sensor nodes. In this paper, to increase energy-efficiency, each sensor node operates in one of three operational modes which are normal, power-saving, and inactive. In normal mode sensor nodes sense and transmit data with normal period, whereas sensor nodes in power-saving mode have three-times longer period. In inactive mode, sensor nodes do not sense and transmit any data, which makes the energy consumption to be minimized. Plus, the proposed algorithm can avoid unnecessary energy consumption by preventing transmitting duplicate sensed data. We implemented and simulated the proposed algorithm using Tiny OS based ZigbeX platfom and NS-2, respectively. Performance evaluation results show that the proposed algorithm can prolong sensor networks' lifespan by efficiently reducing energy consumption and its standard deviation of all sensor nodes.

Routing Protocol using Node Connectivity for Hierarchical Wireless Sensor Network (계층형 무선센서네트워크에서 노드 연결성을 이용한 라우팅 프로토콜)

  • Choi, Hae-Won;Kim, Sang-Jin;Ryoo, Myung-Chun
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.35 no.3A
    • /
    • pp.269-278
    • /
    • 2010
  • There are tendency that wireless sensor network is one of the important techniques for the future IT industry and thereby application areas in it are getting growing. Researches based on the hierarchical network topology are evaluated in good at energy efficiency in related protocols for wireless sensor network. LEACH is the best well known routing protocol for the hierarchical topology. However, there are problems in the range of message broadcasting, which should be expand into the overall network coverage, in LEACH related protocols. This dissertation proposes a new routing protocol to solve the co-shared problems in the previous protocols. The basic idea of our scheme is using the table for nodes connectivity and node energy information. The results show that the proposed protocol could support the load balancing by distributing the clusters with a reasonable number of member nodes and thereby the network life time would be extended in about 1.8 times longer than LEACH.

An Efficient Sensor Data Compression Algorithm for Data-Centric Storages (데이터 중심 저장 기법을 위한 효율적인 센서 데이터 압축 알고리즘)

  • Rho, Kyu-jong;Yeo, Myung-ho;Seong, Dong-ook;Bok, Kyoung-soo;Yoo, Jae-soo
    • Proceedings of the Korea Contents Association Conference
    • /
    • 2009.05a
    • /
    • pp.40-44
    • /
    • 2009
  • Data-centric storage schemes(DCS) are one of representative researches that efficiently store and manage sensor readings in sensor nodes in the sensor networks. In DCS, a sensor sends the sensed data to a specific node in order to store them. However, it has a problem that sensor nodes consume a lot of energy for transmitting their readings to remote sensor node. In this paper, we propose a novel sensor data compression algorithm to reduce communication costs. The proposed algorithm does not transmit all the sensed data and establishes a safe region. It transmits the sensed data only when current measurement is out of the safe region, As a result, the propposed algorithm extends network life time and reduces data transmission. It is shown through performance evaluation that our proposed algorithm reduces energy consumption by about 60% over the conventional algorithm.

  • PDF

Efficient Sensor Data Compression Algorithm for Data-Centric Storage (데이터 중심 저장 기법을 위한 효율적인 센서 데이터 압축 기법)

  • Roh, Kyu-Jong;Yeo, Myung-Ho;Seong, Dong-Ook;Bok, Kyoung-Soo;Shin, Jae-Ryong;Yoo, Jae-Soo
    • The Journal of the Korea Contents Association
    • /
    • v.10 no.11
    • /
    • pp.58-67
    • /
    • 2010
  • Data-centric storage schemes(DCS) are one of representative researches that efficiently store and manage sensor readings in sensor nodes in the sensor networks. In DCS, a sensor sends the sensed data to a specific node in order to store them. However, it has a problem that sensor nodes consume a lot of energy for transmitting their readings to remote sensor node. In this paper, we propose a novel sensor data compression algorithm to reduce communication costs for DCS. The proposed algorithm establishes a safe region and transmits the sensed data only when current measurement is out of the safe region, As a result, the proposed algorithm extends network life time and reduces data transmission. It is shown through performance evaluation that our proposed algorithm reduces energy consumption by about 60% over the conventional algorithm.

Automated Finite Element Mesh Generation for Integrated Structural Systems (통합 구조 시스템의 유한요소망 형성의 자동화)

  • Yoon, Chongyul
    • Journal of the Earthquake Engineering Society of Korea
    • /
    • v.27 no.2
    • /
    • pp.77-82
    • /
    • 2023
  • The structural analysis module is an essential part of any integrated structural system. Diverse integrated systems today require, from the analysis module, efficient real-time responses to real-time input such as earthquake signals, extreme weather-related forces, and man-made accidents. An integrated system may also be for the entire life span of a civil structure conceived during the initial conception, developed throughout various design stages, effectively used in construction, and utilized during usage and maintenance. All these integrated systems' essential part is the structural analysis module, which must be automated and computationally efficient so that responses may be almost immediate. The finite element method is often used for structural analysis, and for automation, many effective finite element meshes must be automatically generated for a given analysis. A computationally efficient finite element mesh generation scheme based on the r-h method of mesh refinement using strain deviations from the values at the Gauss points as error estimates from the previous mesh is described. Shape factors are used to sort out overly distorted elements. A standard cantilever beam analyzed by four-node plane stress elements is used as an example to show the effectiveness of the automated algorithm for a time-domain dynamic analysis. Although recent developments in computer hardware and software have made many new applications in integrated structural systems possible, structural analysis still needs to be executed efficiently in real-time. The algorithm applies to diverse integrated systems, including nonlinear analyses and general dynamic problems in earthquake engineering.

Distributed Computing Models for Wireless Sensor Networks (무선 센서 네트워크에서의 분산 컴퓨팅 모델)

  • Park, Chongmyung;Lee, Chungsan;Jo, Youngtae;Jung, Inbum
    • Journal of KIISE
    • /
    • v.41 no.11
    • /
    • pp.958-966
    • /
    • 2014
  • Wireless sensor networks offer a distributed processing environment. Many sensor nodes are deployed in fields that have limited resources such as computing power, network bandwidth, and electric power. The sensor nodes construct their own networks automatically, and the collected data are sent to the sink node. In these traditional wireless sensor networks, network congestion due to packet flooding through the networks shortens the network life time. Clustering or in-network technologies help reduce packet flooding in the networks. Many studies have been focused on saving energy in the sensor nodes because the limited available power leads to an important problem of extending the operation of sensor networks as long as possible. However, we focus on the execution time because clustering and local distributed processing already contribute to saving energy by local decision-making. In this paper, we present a cooperative processing model based on the processing timeline. Our processing model includes validation of the processing, prediction of the total execution time, and determination of the optimal number of processing nodes for distributed processing in wireless sensor networks. The experiments demonstrate the accuracy of the proposed model, and a case study shows that our model can be used for the distributed application.

Single Incision Thoracoscopic Left Lower Lobe Superior Segmentectomy for Non-Small Cell Lung Cancer

  • Jeon, Hyun Woo;Choi, Soo Hwan;Wang, Young Pil;Hyun, Kwan Yong
    • Journal of Chest Surgery
    • /
    • v.47 no.2
    • /
    • pp.185-188
    • /
    • 2014
  • Lobectomy with mediastinal node dissection has been standard treatment for non-small cell lung cancer (NSCLC). Nowadays, video-assisted thoracoscopic surgery (VATS) is gaining acceptance as an alternative treatment option, given the quality-of-life benefits that it confers. For the VATS procedure, most surgeons create two or three ports with a utility incision of 3 to 5 cm. However, with acquired skill and instrumentation advances, single-incision thoracoscopic surgery has emerged over time. Here, we report the case of an 86-year-old female with NSCLC treated by single-incision segmentectomy.

Super Cluster based Routing Protocol in Sensor Network

  • Noh Jae-hwan;Lee Byeong-jik;Kim Kyung-jun;Lee Ick-soo;Lee Suk-gyu;Han Ki-jun
    • Proceedings of the IEEK Conference
    • /
    • summer
    • /
    • pp.193-198
    • /
    • 2004
  • In variety of environments for applications, wireless sensor networks have received increasing attention in the recent few years. But, sensor nodes have many limitations including battery power and communication range. These networks require robust wireless communicant protocols that are energy efficient and provide low latency. In this paper, we propose new protocol as is defined SCP. The key idea of SCP is that only one node which is defined as a Super-Cluster Header sends the combined data to the BS. We evaluated the effectiveness of SCP through experiments which have several parameter violations. Simulation results shows that performance of SCP is through better than other legacy protocol within the framework of energy cost, life time of the sensor network and fair distribution of the energy consumption.

  • PDF

Study of the Elimination of the Electrolytic Capacitors and Reduction of the Ripple Current on the Output Node in the One-Stage PFC Flyback Converter for the LED Lighting (LED 조명용 One-Stage PFC Flyback 컨버터에서의 출력단 리플 저감과 전해 커패시터의 제거에 관한 연구)

  • Jeon, Yong-Sung;Jin, Dal-Lae;La, Jae-Du;Kim, Young-Seok
    • The Transactions of The Korean Institute of Electrical Engineers
    • /
    • v.61 no.11
    • /
    • pp.1625-1633
    • /
    • 2012
  • In the lighting industry, a Lighting Emitting Diode (LED) is increasingly used because of many advantages and a eco-friendly product comparing with the conventional lighting. However, the LED lighting has to include various AC/DC converters because the direct current is used for the LED lighting. Among a lot of power converters, the flyback converter is widely used for the LED lighting and includes some electrolytic capacitors for the voltage regulation. But the electrolytic capacitor has shorter lifetime than the LED element. It makes the expected life-time of the converter having the electrolytic capacitor shorter than the LED element. This paper proposes the single-stage PFC flyback converter without electrolytic capacitors. To verify the performance of the proposed converter, simulated and experimental works were carried out.