• Title/Summary/Keyword: Sensor Selection

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A WSN(Wiress Sensor Network) Building Scheme using Clustering and Location information (클러스터링 및 위치 정보를 활용한 WSN(Wireless Sensor Network) 구성 방안)

  • Kim, Jinsoo;Kwon, Hyukjin;Shin, Dongkyoo;Hong, Sunghoon
    • Convergence Security Journal
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    • v.20 no.3
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    • pp.13-20
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    • 2020
  • Recently, the need of researches and developments about WSN(Wireless Sensor Network) technologies, which can be applied to services that require continuous monitoring or services to specific areas where accesses are limited, has gradually increased due to their expansion of application areas and the improvement of the efficiency. Especially, in the defense field, researches on the latest IT technologies including sensor network areas are actively conducted as an alternative to avoid the risk factors that can be occurred when personnel are put in, such as boundary and surveillance reconnaissance and to utilize personnel efficiently. In this paper, we analyze the conditions for increasing the life span of sensing nodes that make up sensor network by applying clustering and location-based techniques and derived the factors for extending the life span of them. The derived factors include CH(Cluster Head) election scheme and optimal path selection from CH to BS(Base Station). We proposed final scheme using derived factors and verified it through simulation experiments.

An Efficient Multiple Event Detection in Sensor Networks (센서 네트워크에서 효율적인 다중 이벤트 탐지)

  • Yang, Dong-Yun;Chung, Chin-Wan
    • Journal of KIISE:Databases
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    • v.36 no.4
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    • pp.292-305
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    • 2009
  • Wireless sensor networks have a lot of application areas such as industrial process control, machine and resource management, environment and habitat monitoring. One of the main objects of using wireless sensor networks in these areas is the event detection. To detect events at a user's request, we need a join processing between sensor data and the predicates of the events. If there are too many predicates of events compared with a node's capacity, it is impossible to store them in a node and to do an in-network join with the generated sensor data This paper proposes a predicate-merge based in-network join approach to efficiently detect multiple events, considering the limited capacity of a sensor node and many predicates of events. It reduces the number of the original predicates of events by substituting some pairs of original predicates with some merged predicates. We create an estimation model of a message transmission cost and apply it to the selection algorithm of targets for merged predicates. The experiments validate the cost estimation model and show the superior performance of the proposed approach compared with the existing approaches.

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.

A Bottom up Filtering Tuple Selection Method for Continuous Skyline Query Processing in Sensor Networks (센서 네트워크에서 연속 스카이라인 질의 처리를 위한 상향식 필터링 투플 선정 방법)

  • Sun, Jin-Ho;Chung, Chin-Wan
    • Journal of KIISE:Databases
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    • v.36 no.4
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    • pp.280-291
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    • 2009
  • Skyline Query processing is important to wireless sensor applications in order to process multi-dimensional data efficiently. Most skyline researches about sensor network focus on minimizing the energy consumption due to the battery powered constraints. In order to reduce energy consumption, Filtering Method is proposed. Most existing researches have assumed a snapshot skyline query processing and do not consider continuous queries and use data generated in ancestor node. In this paper, we propose an energy efficient method called Bottom up filtering tuple selection for continuous skyline query processing. Past skyline data generated in child nodes are stored in each sensor node and is used when choosing filtering tuple. We also extend the algorithms, called Support filtering tuple(SFT) that is used when we choose the additional filtering tuple. There is a temporal correlation between previous sensing data and recent sensing data. Thus, Based on past data, we estimate current data. By considering this point, we reduce the unnecessary communication cost. The experimental results show that our method outperforms the existing methods in terms of both data reduction rate(DRR) and total communication cost.

A Study on Storing Node Addition and Instance Leveling Using DIS Message in RPL (RPL에서 DIS 메시지를 이용한 Storing 노드 추가 및 Instance 평준화 기법 연구)

  • Bae, Sung-Hyun;Yun, Jeong-Oh
    • Journal of IKEEE
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    • v.22 no.3
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    • pp.590-598
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    • 2018
  • Recently, interest in IoT(Internet of Things) technology, which provides Internet services to objects, is increasing. IoT offers a variety of services in home networks, healthcare, and disaster alerts. IoT with LLN(Low Power & Lossy Networks) feature frequently loses sensor node. RPL, the standard routing protocol of IoT, performs global repair when data loss occurs in a sensor node. However, frequent loss of sensor nodes due to lower sensor nodes causes network performance degradation due to frequent full path reset. In this paper, we propose an additional selection method of the storage mode sensor node to solve the network degradation problem due to the frequent path resetting problem even after selecting the storage mode sensor node, and propose a method of equalizing the total path resetting number of each instance.

Hop-by-Hop Dynamic Addressing Based Routing Protocol for Monitoring of long range Underwater Pipeline

  • Abbas, Muhammad Zahid;Bakar, Kamalrulnizam Abu;Ayaz, Muhammad;Mohamed, Mohammad Hafiz;Tariq, Moeenuddin
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.11 no.2
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    • pp.731-763
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    • 2017
  • In Underwater Linear Sensor Networks (UW-LSN) routing process, nodes without proper address make it difficult to determine relative sensor details specially the position of the node. In addition, it effects to determine the exact leakage position with minimized delay for long range underwater pipeline monitoring. Several studies have been made to overcome the mentioned issues. However, little attention has been given to minimize communication delay using dynamic addressing schemes. This paper presents the novel solution called Hop-by-Hop Dynamic Addressing based Routing Protocol for Pipeline Monitoring (H2-DARP-PM) to deal with nodes addressing and communication delay. H2-DARP-PM assigns a dynamic hop address to every participating node in an efficient manner. Dynamic addressing mechanism employed by H2-DARP-PM differentiates the heterogeneous types of sensor nodes thereby helping to control the traffic flows between the nodes. The proposed dynamic addressing mechanism provides support in the selection of an appropriate next hop neighbour. Simulation results and analytical model illustrate that H2-DARP-PM addressing support distribution of topology into different ranges of heterogeneous sensors and sinks to mitigate the higher delay issue. One of the distinguishing characteristics of H2-DARP-PM has the capability to operate with a fewer number of sensor nodes deployed for long-range underwater pipeline monitoring.

Optimal position selection of sensors and transducers for noise control of 3D (3차원 공간의 소음 제어를 위한 센서 및 트랜스듀서 최적위치 선정)

  • Lee, Hong-Won;Seo, Sung-Dae;Nam, Hyun-Do
    • Proceedings of the KIEE Conference
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    • 2003.11b
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    • pp.107-110
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    • 2003
  • In this paper, the optimal position selection of error sensors and transducers to attenuate interior noise from outside noise sources using active control techniques is presented. To get an optimal control characteristics in adaptive noise control systems, it is necessary to optimize the positions of sensors and transducers. A new type of simulated annealing method has been proposed as searching technique to find optimal transducers and sensors positions in which the sum of the squared pressures at sensor position in an enclosure can be best minimized. Computer simulations and experiments have been performed to show the effectiveness of the proposed method.

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Sensing Parameter Selection Strategy for Ultra-low-power Micro-servosystem Identification (초저전력 마이크로 서보시스템의 모델식별을 위한 계측 파라미터 선정 기법)

  • Hahn, Bongsu
    • Journal of Institute of Control, Robotics and Systems
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    • v.20 no.8
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    • pp.849-853
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    • 2014
  • In micro-scale electromechanical systems, the power to perform accurate position sensing often greatly exceeds the power needed to generate motion. This paper explores the implications of sampling rate and amplifier noise density selection on the performance of a system identification algorithm using a capacitive sensing circuit. Specific performance objectives are to minimize or limit convergence rate and power consumption to identify the dynamics of a rotary micro-stage. A rearrangement of the conventional recursive least-squares identification algorithm is performed to make operating cost an explicit function of sensor design parameters. It is observed that there is a strong dependence of convergence rate and error on the sampling rate, while energy dependence is driven by error that may be tolerated in the final identified parameters.

Timer Selection for Satisfying the Maximum Allowable Delay using Performance Model of Profibus Token Passing Protocol (Profibus 성능 모델에서 최대 허용 전송 지연을 만족할 수 있는 타이머 선정에 관한 연구)

  • Kim, Hyun-Hee;Lee, Kyung-Chang;Lee, Seok
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2003.06a
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    • pp.181-184
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    • 2003
  • Recently, the fieldbus becomes an indispensable component for many automated systems. In the fieldbus system, realtime data containing sensor values and control commands has a tendency to rapidly lose its value as time elapses after its creation. In order to deliver these data in time, the fieldbus network should be designed to have short delay compared to the maximum allowable delay. Because the communication delay is affected by performance parameters such as target rotation timer of token passing protocol, it is necessary to select proper parameter settings to satisfy the real-time requirement for communication delay. This paper presents the timer selection method for Profibus token passing networks using genetic algorithm (GA) to meet the delay requirements.

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SARS : Route Selection using Situation Aware of Neighbors in Sensor Networks (센서 네트워크 환경에서 이웃 노드들의 상황 인지를 이용한 라우트 선택 기법)

  • Kim Mi-Jeong;Lee Dong-Hyun;In Hoh Peter
    • Proceedings of the Korean Information Science Society Conference
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    • 2006.10d
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    • pp.759-764
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    • 2006
  • 센서 네트워크는 배터리 교체가 어려운 저가의 소형, 저전력 센서 노드들로 구성되며 멀티 홉 방식으로 통신하기 때문에 센서 네트워크 수명을 연장하기 위한 라우트 선정 방법은 중요하다. 그러나 다수의 라우팅 기법은 노드의 정적인 상태 정보만 이용하여 라우트를 선택하기 때문에 링크 상태에 따른 데이터 손실이나 특정 노드의 에너지 부족에 의해 발생하는 패스 손실과 같은 동적인 상황은 반영하지 못하는 문제점이 있다. 본 논문에서는 이웃 노드들의 상황을 인지하여 가장 데이터를 전달 받기 좋은 상황에 있는 노드를 라우트로 선택하는 기법을 제안하며, 제안하는 기법을 SARS(Situation Aware Route Selection)라 부르겠다. 제안하는 SARS는 이웃 노드들의 상황을 고려하여 라우트를 선택하기 때문에 데이터 손실이나 패스 손실에 의한 재전송 노드의 수를 최소화 할 수 있고, 이를 통해 센서 네트워크 수명이 연장되는 효과를 얻을 수 있을 것으로 기대된다.

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