• Title/Summary/Keyword: Range-free algorithm

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Multihop Range-Free Localization with Virtual Hole Construction in Anisotropic Sensor Networks (비등방성 센서 네트워크에서 가상 홀을 이용한 다중 홉 Range-Free 측위 알고리즘)

  • Lee, Sangwoo;Kim, Sunwoo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38C no.1
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    • pp.33-42
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    • 2013
  • This paper presents a multihop range-free localization algorithm to estimate the physical location of a normal node with local connectivity information in anisotropic sensor networks. In the proposed algorithm, a normal node captures the detour degree of the shortest path connecting an anchor pair and itself by comparing the measured hop count and the expected hop count, and the node estimates the distances to the anchors based on the detour degree. The normal node repeats this procedure with all anchor combinations and pinpoints its location using the obtained distance estimates. The proposed algorithm requires fewer anchors and less communication overhead compared to existing range-free algorithms. We showed the superiority of the proposed algorithm over existing range-free algorithms through MATLA simulations.

Localized Positioning method for Optimal path Hierarchical clustering algorithm in Ad hoc network (에드 혹 네트워크에서 노드의 국부 위치 정보를 이용한 최적 계층적 클러스터링 경로 라우팅 알고리즘)

  • Oh, Young-Jun;Lee, Kang-Whan
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.16 no.11
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    • pp.2550-2556
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    • 2012
  • We proposed the energy-efficient routing algorithm ALPS (Ad hoc network Localized Positioning System) algorithm that is range-free based on the distance information. The routing coordinate method of ALPS algorithm consists of hierarchical cluster routing that provides immediately relative coordinate location using RSSI(Received Signal Strength Indication) information. Existing conventional DV-hop algorithm also to manage based on normalized the range free method, the proposed hierarchical cluster routing algorithm simulation results show more optimized energy consumption sustainable path routing technique to improve the network management.

A Novel Multihop Range-Free Localization Algorithm Based on Reliable Anchor Selection in Wireless Sensor Networks

  • Woo, Hyunjae;Lee, Chaewoo
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.10 no.2
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    • pp.574-592
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    • 2016
  • Range-free localization algorithm computes a normal node's position by estimating the distance to anchors which know their actual position. In recent years, reliable anchor selection research has been gained a lot of attention because this approach improves localization accuracy by selecting the only subset of anchors called reliable anchor. The distance estimation accuracy and the geometric shape formed by anchors are the two important factors which need to be considered when selecting the reliable anchors. In this paper, we study the relationship between a relative position of three anchors and localization error. From this study, under ideal condition, which is with zero localization error, we find two conditions for anchor selection, thereby proposing a novel anchor selection algorithm that selects three anchors matched most closely to the two conditions, and the validities of the conditions are proved using two theorems. By further employing the conditions, we finally propose a novel range-free localization algorithm. Simulation results show that the proposed algorithm shows considerably improved performance as compared to other existing works.

A Modified Range-free localization algorithm for Wireless Sensor Networks (무선 센서 네트워크를 위한 개선된 Range-free 위치인식 알고리즘)

  • Ekale, Etinge Martin;Lee, Chaewoo
    • Proceedings of the Korea Information Processing Society Conference
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    • 2010.11a
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    • pp.829-832
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    • 2010
  • Wireless Sensor Networks have been proposed for several location-dependent applications. For such systems, the cost and limitations of the hardware on sensing nodes prevent the use of range-based localization schemes that depend on absolute point to point distance estimates. Because coarse accuracy is sufficient for most sensor network applications, solutions in range-free localization are being pursued as a cost-effective alternative to more expensive range-based approaches. In this paper, we proposed a modified DV-Hop (range-free localization) algorithm which reduces node's location error and cumulated distance error by minimizing localization error. Simulation results have verified the high estimation accuracy with our approach which outperforms the classical DV-Hop.

METRO - A Free Ranging Mobile Robot with a Laser Range Finder (METRO - 레이저 거리계를 장착한 자율 이동로봇)

  • Cha, Young-Youp;Gweon, Dae-Gap
    • Journal of Institute of Control, Robotics and Systems
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    • v.2 no.3
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    • pp.200-208
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    • 1996
  • This paper describes the mechanism, guidance, sensor system, and navigation algorithm of METRO, a free ranging mobile robot. METRO is designed for use in structured surroundings or factory environments rather than unstructured natural environments. An overview of the physical configuration of the mobile robot is presented as well as a description of its sensor system, an omnidirectional laser range finder. Except for the global path planning algorithm, a guidance and a navigation algorithm with a local path planning algorithm are used to navigate the mobile robot. In METRO the computer support is divided into a supervisor with image processing and local path planning and a slave with motor control. The free ranging mobile robot is self-controlled and all processing being performed on board.

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A local path planning algorithm for free-ranging mobil robot (자율 주행로봇을 위한 국부 경로계획 알고리즘)

  • Cha, Y.Y.;Gweon, D.G.
    • Journal of the Korean Society for Precision Engineering
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    • v.11 no.4
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    • pp.88-98
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    • 1994
  • A new local path planning algorithm for free-ranging robots is proposed. Considering that a laser range finder has the excellent resolution with respect to angular and distance measurements, a simple local path planning algorithm is achieved by a directional weighting method for obtaining a heading direction of nobile robot. The directional weighting method decides the heading direction of the mobile robot by estimating the attractive resultant force which is obtained by directional weighting function times range data, and testing whether the collision-free path and the copen parthway conditions are satisfied. Also, the effectiveness of the established local path planning algorithm is estimated by computer simulation in complex environment.

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A Novel Range-Free Localization Algorithm for Anisotropic Networks to enhance the Localization Accuracy (비등방성 네트워크에서 위치 추정의 정확도를 높이기 위한 향상된 Range-Free 위치 인식 기법)

  • Woo, Hyun-Jae;Lee, Chae-Woo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37 no.7B
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    • pp.595-605
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    • 2012
  • DV-Hop is one of the well known range-free localization algorithms. The algorithm works well in case of isotropic network since the sensor and anchor nodes are placed in the entire area. However, it results in large errors in case of anisotropic networks where the hop count between nodes is not linearly proportional to the Euclidean distance between them. Hence, we proposed a novel range-free algorithm for anisotropic networks to improve the localization accuracy. In the paper, the Euclidean distance between anchor node and unknown node is estimated by the average hop distance calculated at each hop count with hop count and distance information between anchor nodes. By estimating the unknown location of nodes with the estimated distance estimated by the average hop distance calculated at each hop, the localization accuracy is improved. Simulation results show that the proposed algorithm has more accuracy than DV-Hop.

Localization Algorithm without Range Information in Wireless Sensor Networks

  • Lee, Byoung-Hwa;Lee, Woo-Yong;Eom, Doo-Seop
    • Journal of IKEEE
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    • v.11 no.4
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    • pp.297-306
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    • 2007
  • A sensor network is composed of a large number of sensor nodes that are densely deployed in a field. Each sensor performs a sensing task for detection specific events. After detecting this event, location information of the sensor node is very important. Range-based scheme of the proposed approaches typically achieve high accuracy on either node-to-node distances or angles, but this scheme have a drawback because all sensor nodes have the special hardware. On the other hand, range-free scheme provides economic advantage because of no needed hardware even if that leads to coarse positioning accuracy. In this paper, we propose a range-free localization algorithm without range information in wireless sensor networks. This is a range-free approach and uses a small number of anchor nodes and known sensor nodes. This paper develops a localization mechanism using the geometry conjecture (perpendicular bisector of a chord). The conjecture states that a perpendicular bisector of a chord passes through the center of the circle.

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A Real-time Dynamic Storage Allocation Algorithm Supporting Various Allocation Policies (다양한 할당 정책을 지원하는 실시간 동적 메모리 할당 알고리즘)

  • 정성무
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.25 no.10B
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    • pp.1648-1664
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    • 2000
  • This paper proposes a real-time dynamic storage allocation algorithm QSHF(quick-segregated-half-fit) that provides various memory allocation policies. that manages a free block list per each word size for memory requests of small size good(segregated)-fit policy that manages a free list per proper range size for medium size requests and half-fit policy that manages a free list per proper range size for medium size requests and half-fit policy that manages a free list per each power of 2 size for large size requests. The proposed algorithm has the time complexit O(1) and makes us able to easily estimate the worst case execution time(WCET). This paper also suggests two algorithm that finds the proper free list for the requested memory size in predictable time and if the found list is empty then finds next available non-empty free list in fixed time. In order to confirm efficiency of the proposed algorithm we simulated the memory utilization of each memory allocation policy. The simulation result showed that each policy guarantees the constant WCET regardless of memory size but they have trade-off between memory utilization and list management overhead.

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A Novel Range-free Localization Algorithm for Anisotropic Networks

  • Lee, Jae-Hun;Chung, Woo-Yong;Kim, Eun-Tai
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.11 no.4
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    • pp.223-228
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    • 2011
  • In this paper, a novel range-free localization algorithm for anisotropic networks is proposed. In the proposed method, the characteristics of the given network are considered and each sensor node estimates the relation between the hop counts and the geographical distances. Unlike most of the previous localization algorithms, the proposed method performs well not only in the isotropic network but also in the anisotropic networks. The proposed method is applied to both isotropic and anisotropic network topologies and the simulation results demonstrate that the method exhibits excellent and robust performances.