• Title/Summary/Keyword: 계층 알고리즘

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An Energy Efficient Hierarchical Clustering Algorithm for Wireless Sensor Networks (무선 센서 네트워크를 위한 에너지 효율적인 계층적 클러스터링 알고리즘)

  • Cha, Si-Ho;Lee, Jong-Eon;Choi, Seok-Man
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.4 no.2
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    • pp.29-37
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    • 2008
  • Clustering allows hierarchical structures to be built on the nodes and enables more efficient use of scarce resources, such as frequency spectrum, bandwidth, and energy in wireless sensor networks (WSNs). This paper proposes a hierarchical clustering algorithm called EEHC which is more energy efficient than existing algorithms for WSNs, It introduces region node selection as well as cluster head election based on the residual battery capacity of nodes to reduce the costs of managing sensor nodes and of the communication among them. The role of cluster heads or region nodes is rotated among nodes to achieve load balancing and extend the lifetime of every individual sensor node. To do this, EEHC clusters periodically to select cluster heads that are richer in residual energy level, compared to the other nodes, according to clustering policies from administrators. To prove the performance improvement of EEHC, the ns-2 simulator was used. The results show that it can reduce the energy and bandwidth consumption for organizing and managing WSNs comparing it with existing algorithms.

Improved Hierarchical Prefix Delegation Protocol for route optimization in nested NEMO (중첩된 NEMO에서의 경로 최적화를 위한 개선된 계층적 프리픽스 할당 프로토콜)

  • Rho, Kyung-Taeg
    • Journal of the Korea Society of Computer and Information
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    • v.11 no.1 s.39
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    • pp.147-155
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    • 2006
  • Hierarchical Prefix Delegation (HPD) protocol refers to a type of solution to problems inherent in non-optimal routing which occurs with Network Mobility (NEMO) basic solution. However, because HPD cannot improve the micro-mobility problems, problem surfaces each time Mobile Network Node (MNN) changes the attachment point; as happens also in a Mobile IPv6 (MIPv6) protocol in sending Binding Update (BU) messages to Home Agent (HA) / Correspondent Nodes(CNs). By applying Hierarchical Mobile IPv6 protocol concept to HPD, this study proposes an algorithm for effectively handling micro-mobility problems which occur with HPD in a nested NEMO environment. By sending BU only to nearby Mobility Anchor Point(MAP) during MNN location change within a MAP's domain, the proposed protocol will alleviate service disruption delays and signaling loads during the handover process, overcoming the limitations of HPD.

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A Study of efficient Wireless TCP Transmission Using Consecutive Packet Loss and Zero Window Control (연속적인 패킷 손실 제어와 제로 윈도우 제어를 이용한 무선 TCP 전송 성능 향상 연구)

  • Kim, Sung-Chan;Jun, Moon-Seog
    • The KIPS Transactions:PartA
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    • v.13A no.7 s.104
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    • pp.573-580
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    • 2006
  • The conventional transport layer protocol TCP is designed to work under condition of packet loss is due to the network congestion, so that it's suitable in the traditional wired network with fixed hosts but it's inefficient on the wireless network where the environment of fading, noise, and transmission error comes from interference. This result from the needless transmission control of the bit error is due to treats the packet loss as a packet congestion control in the wireless network. In this paper, we propose the advanced SNOOP protocol with the consecutive packet loss and TCP window control to avoid the needless congestion management algorithm in wireless network for the wireless TCP packet transmission enhancement. We verify the performance of the advanced module from the simulation experiment result.

Optimal Spare Part Level in Multi Indenture and Multi Echelon Inventory Applying Marginal Analysis and Genetic Algorithm (한계분석법과 유전알고리즘을 결합한 다단계 다계층 재고모형의 적정재고수준 결정)

  • Jung, Sungtae;Lee, Sangjin
    • Korean Management Science Review
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    • v.31 no.3
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    • pp.61-76
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    • 2014
  • There are three methods for calculating the optimal level for spare part inventories in a MIME (Multi Indenture and Multi Echelon) system : marginal analysis, Lagrangian relaxation method, and genetic algorithm. However, their solutions are sub-optimal solutions because the MIME system is neither convex nor separable by items. To be more specific, SRUs (Shop Replaceable Units) are required to fix a defected LRU (Line Replaceable Unit) because one LRU consists of several SRUs. Therefore, the level of both SRU and LRU cannot be calculated independently. Based on the limitations of three existing methods, we proposes a improved algorithm applying marginal analysis on determining LRU stock level and genetic algorithm on determining SRU stock level. It can draw optimal combinations on LRUs through separating SRUs. More, genetic algorithm enables to extend the solution search space of a SRU which is restricted in marginal analysis applying greedy algorithm. In the numerical analysis, we compare the performance of three existing methods and the proposed algorithm. The research model guarantees better results than the existing analytical methods. More, the performance variation of the proposed method is relatively low, which means one execution is enough to get the better result.

Accounting Information Processing Model Using Big Data Mining (빅데이터마이닝을 이용한 회계정보처리 모형)

  • Kim, Kyung-Ihl
    • Journal of Convergence for Information Technology
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    • v.10 no.7
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    • pp.14-19
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    • 2020
  • This study suggests an accounting information processing model based on internet standard XBRL which applies an extensible business reporting language, the XML technology. Due to the differences in document characteristics among various companies, this is very important with regard to the purpose of accounting that the system should provide useful information to the decision maker. This study develops a data mining model based on XML hierarchy which is stored as XBRL in the X-Hive data base. The data ming analysis is experimented by the data mining association rule. And based on XBRL, the DC-Apriori data mining method is suggested combining Apriori algorithm and X-query together. Finally, the validity and effectiveness of the suggested model is investigated through experiments.

Embedding Algorithms Hypercube, HCN, and HFN into HFCube Interconnection Networks (상호연결망 HFCube와 하이퍼큐브, HCN, HFN 사이의 임베딩 알고리즘)

  • Kim, Jong-Seok;Lee, Hyeong-Ok
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.18 no.6
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    • pp.1361-1368
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    • 2014
  • In this paper, we analyze emddings among HFCube(n,n), HCN(n,n), HFN(n,n) with lower network cost than that of Hypercube. The results are as follows. We propose that $Q_{2n}$ can be embedded into HFCube(n,n) with dilation 5, congestion 2. HCN(n,n) and HFN(n,n) are subgraphs of HFCube(n,n). HFCube(n,n) can be embedded into HFN(n,n) with dilation 3. HFCube(n,n) can be embedded into HCN(n,n) with dilation O(n). The results will be helpful to analyze several efficient properties in each interconnection network.

Data Direction Aware Clustering Method in Sensor Networks (데이터 전송방향을 고려한 센서네트워크 클러스터링 방법)

  • Jo, O-Hyoung;Kwon, Tae-Wook
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.7B
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    • pp.721-727
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    • 2009
  • Wireless Sensor Networks(WSN) make use of low cost and energy constrained sensor nodes. Thus, reaching the successful execution of its tasks with low energy consumption is one of the most important issues. The limitation of existing hierarchical algorithms is that many times the data are transmitted to the opposite direction to the sink. In this paper, DDACM (Data Direction Aware Clustering Method) is proposed. In this method, the nearest node to the sink is elected as cluster head, and when its energy level reaches a threshold value, the cluster head is reelected. We also make a comparison with LEACH showing how this method can reduce the energy consumption minimizing the reverse direction data transmission.

A Novel Shadow Clustering Mechanism based on Gauss-Markov Mobility Model in Nested Heterogeneous Networks (중첩 이종 네트워크 환경에서의 가우스-마코프 이동 모델 기반의 효율적인 새도우 클러스터 메카니즘)

  • Park, Je-Man;Kim, Won-Tae;Park, Yong-Jin
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.2B
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    • pp.143-150
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    • 2009
  • In this paper, we propose a novel shadow clustering mechanism including a mobility estimation algorithm based on Gauss-Markov mobility model which analyses patterns of moving direction and speed of a mobile terminal respectively and a selection algorithm of the most suitable network for the requirements of mobile terminals. The proposed mechanism makes much less shadow cluster area than that of the legacy methods, and reduces unnecessary resource reservation. It is compared the proposed algorithm with traditional methods under various scenarios.

Power control protocol for reduction of energy consumption in Wireless Sensor Netoworks (무선 센서 네트워크 환경에서 노드의 에너지 소비 절감을 위한 파워 제어 프로토콜)

  • Han Jung-ahn;Kim Yn-hyng;Kim Byung-gi
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.1A
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    • pp.28-36
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    • 2005
  • Wireless Sensor Networks are the technology, in which various applications such as surveillance and information gathering are possible in the uncontrollable area of human. And numerous studies are being processed for the application of ubiquitous network environment. One of major issues in sensor network is the research for prolonging the lifetime of nodes through the use of various algorithms, suggested in the mac and routing layer. In this paper, aiming at reducing energy waste, caused by redundant transmission and receipt message, we propose the mac protocol using active signal and analysis performance through simulation.

LDPC Decoding Algorithm for Multi-level Modulation Scheme (멀티레벨 변조방식에서 LDPC 복호 알고리즘)

  • Lee In-Ki;Jung Ji-Won;Choi Duk-Gun;Choi Ean-A;Chang Dae-Ig;Oh Duk-Gil
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.6C
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    • pp.434-441
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    • 2005
  • For LDPC decoding, received symbols are splitted bit by bit based using the received in-phase and quadrature components. The method of bit-splitting is affected on decoding performance because its method depend on distance over symbol constellation. Therefore this paper propose the bit split method using the sector information with sacrifice a little performance loss compared to Euclidean distance method. Futhermore DVB-S2 specification supports BC(Backward Compactible) mode which using the hierarchical modulation method, this paper also analyze the decoding performance according to deviation angle of 8PSK constellation for various LDPC coding rates.