• Title/Summary/Keyword: Fusion rate

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Analysis and Optimization of Cooperative Spectrum Sensing with Noisy Decision Transmission

  • Liu, Quan;Gao, Jun;Guo, Yunwei;Liu, Siyang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.5 no.4
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    • pp.649-664
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    • 2011
  • Cooperative spectrum sensing (CSS) with decision fusion is considered as a key technology for tackling the challenges caused by fading/shadowing effects and noise uncertainty in spectrum sensing in cognitive radio. However, most existing solutions assume an error-free decision transmission, which is obviously not the case in realistic scenarios. This paper extends the general decision-fusion-based CSS scheme by considering the fading/shadowing effects and noise corruption in the common control channels. With this more practical model, the fusion centre first estimates the local decisions using a binary minimum error probability detector, and then combines them to get the final result. Theoretical analysis and simulation of this CSS scheme are performed over typical channels, which suggest some performance deterioration compared with the pure case that assumes an error-free decision transmission. Furthermore, the fusion strategy optimization in the proposed cooperation model is also investigated using the Bayesian criteria. The numerical results show that the total error rate of noisy CSS is higher than that of the pure case, and the optimal values of fusion parameter in the counting rule under both cases decrease as the local detection threshold increases.

Ankle Arthrodesis with Vascularized Fibular Graft in Failed Ankle Fusion (혈관 부착 비골 이식술을 이용한 실패한 족관절 고정술의 치료)

  • Chung, Duke Whan;Chung, Chai Ik;Lim, Young Kyu
    • Archives of Reconstructive Microsurgery
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    • v.9 no.2
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    • pp.134-138
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    • 2000
  • Arthrodesis of the ankle joint is inevitable in the cases of severe arthrosis or defective bony structures around ankle joint. There have been many kinds of arthrodesis methods were introduced. In cases with failed athrodesis with previous arthrodesis surgery and neuropathic joints have difficulty to achieve fusion of joint with conventional methods. Authors underwent four cases of ankle fusion with vascularized fibular graft from 1997 in the cases of three failed fusions and one diabetic neuropatic joint. Two of four performed free vascularized fibular transplantation from contralateral side leg with microvascular anastomosis, two of four performed with pedicled fibular transposition to the ankle joint in same side leg. Three of four cases achieved arthrodesis average 9.2 months after surgery, one case was failed due to vascular thrombosis of the anastomosed site in diabetic neuropathic condition. The result of this technique revealed 75%(three of four) success rate and longer bone union time required. However, in these cases had no recommendable options with conventional bone graft and additional ankle joint fusions procedure because of poor bone quality and defect of distal tibia and talus portions. Free vascualrized fibular transfer to the failed athrodesis of ankle joint is one of the effective alternative methods in failed ankle fusion cases, especially the quality of the bone around previous fusion site is poor.

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A Study on the Data Fusion Method using Decision Rule for Data Enrichment (의사결정 규칙을 이용한 데이터 통합에 관한 연구)

  • Kim S.Y.;Chung S.S.
    • The Korean Journal of Applied Statistics
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    • v.19 no.2
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    • pp.291-303
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    • 2006
  • Data mining is the work to extract information from existing data file. So, the one of best important thing in data mining process is the quality of data to be used. In this thesis, we propose the data fusion technique using decision rule for data enrichment that one phase to improve data quality in KDD process. Simulations were performed to compare the proposed data fusion technique with the existing techniques. As a result, our data fusion technique using decision rule is characterized with low MSE or misclassification rate in fusion variables.

The Development of Fusion Textile Design by Using the Patterns Described in Buncheong Pottery and Mondrian's Works (한국 분청사기 문양과 몬드리안 작품을 이용한 퓨전 직물디자인 개발)

  • Jung, Jin-Soun
    • Fashion & Textile Research Journal
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    • v.8 no.5
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    • pp.505-512
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    • 2006
  • Today a new culture called fusion has been forming. And it is spreading at an alarming rate in our society. When people talk about the character of Korean beauty and Korean culture, they speak taking pottery as an example. We can speak that the pottery is a core of culture which represent our people. And I think its pattern can be a good material for fusion. Also, among many Western artists, Mondrian is an unique painter who is to do with our culture. So, in this study, I chose the patterns described in Buncheong pottery and the Mondrian's works for the development of fusion textile design. Patterns expressed on Buncheong pottery are, for the most part, abstract patterns simplified the shape of object. And the Mondrian's works is the geometrical abstract painting be made by vertical and horizon. Using those I intend to develop the fusion textile designs which mixed Oriental culture and Western culture. Also, I intended to simulate them on ties and clothes and present the possibility of culture merchandise development. The reasons for doing so to let other peoples of the world, know about our excellent culture.

A Multi Radar Fusion Algorithm for Reliable Maneuvering Target Tracking (신뢰성 있는 기동 항적 추적을 위한 다중 레이더 융합 알고리즘)

  • Cho, Tae-Hwan;Lee, Chang-Ho;Kim, Jin-Wook;Won, In-Su;Jo, Yun-Hyun;Park, Hyo-Dal;Choi, Sang-Bang
    • Journal of Advanced Navigation Technology
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    • v.15 no.4
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    • pp.487-494
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    • 2011
  • Data Fusion algorithm is essential in Target Detection using radar, and it has more reliability. In this paper, Multi Radar Fusion algorithm using IMM(Interacting Multiple Model) filter is suggested. This well-known IMM filter has better performance than Kalman filter has. In this simulation, Distributed Data Fusion process was applied, and three sub-filters and one main filter were employed. In addition, this simulation was evaluated by virtual radar data which include constant velocity, constant accelerate, turn rate. The result of an evaluation shows better performance in the maneuvering section of aircraft.

Studies on the Polyethylene Glycol-induced Fusion of Two-cell Mouse Embryo Blastomeres (Polyethylene Glycol 처리에 의한 생쥐 2세포기배의 분할구 융합에 관한 연구)

  • 양부근
    • Korean Journal of Animal Reproduction
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    • v.14 no.2
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    • pp.133-140
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    • 1990
  • This study was conducted to develop a simple and efficient technique for fusing 2-cell mouse embryos to obtain tertraploid embryos. Various concentration of PEG and exposure times were compared in order to determine the best condition for fusion and subsequent of fused embryos. The results obtained were follows ; 1. The incidence of fusion induction treated with 40% PEG(70.8%) and 45%(62.7%) for 60 sec. exposure were higher than those of 40% and 45% PEG for 30 sec., 90 sec., or 120 sec. exposure group. Also, the highest incidence of fusion induction(76.9%) was achieved with 120 sec. exposure at 50% PEG concentration. 2. Fused embryos after PEG treatment were cleavaged 2-to 4-cell, 8-cell, morula and blastocyst at 20-24 hr., 30-34., 44-52 hr., respectively, and were not different from those obtained fleshly. 3. The high proportions of the embryos developed to blastocysts after blastomere fusion with 40% PEG for 60 sec., 45% PEG for 60 sec. and 50% for 120 sec. were 66.7%(42/63), 69.0%(29/42) and 32.0%(16/50), respectively, this trend indicated that the fusion rate was similar to the incidence of fused embryos forming blastocysts. 4. The cell number of blastocyst developed from fused embryos(18.7 2.6) was samller than that of untreated embryos(48.9 1.69)

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Physicochemical Property and Release Behavior of Ibuprofen Solid Dispersion with Cellulose Acetate Prepared with Various Methods (이부프로펜과 셀룰로오스아세테이트의 고체분산체 제조방법에 따른 물리화학적 성질 및 용출 특성)

  • Lee, Eun-Yong;Oh, Myeong-Jun;Kim, Se-Ho;Seong, Kyong-Yeol;Lee, Young-Hyun;Kim, Soo-Jin;She, Han-Sol;Lee, Dong-Won;Khang, Gil-Son
    • Polymer(Korea)
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    • v.35 no.2
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    • pp.113-118
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    • 2011
  • Solid dispersion is used to improve the solubility of water-insoluble drug. Release properties depend on the characteristics of polymer and the physicochemical properties of solid dispersion. In this study the solid dispersions of ibuprofen and cellulose acetate were prepared using spray-drying and rotary evaporation. The physicochemical properties of the solid dispersions were analyzed by SEM, XRD, DSC, and FTIR. The hydrophilicity of polymer was analyzed by measuring the contact angle of water. The results of DSC and XRD analysis demonstrated that the crystallinity of ibuprofen was changed by solid dispersion preparation. The results of contact angle showed that hydrophilicity was proportional to polymer content. Release profile showed that for solid dispersion. the release rate of ibuprofen decreased as polymer content increased in intestinal juice (pH 6.8). The dissolution rate of ibuprofen was improved with increasing polymer content in gastric juice (pH 1.2).

Field Inspection of Phase-Array Ultrasonic for PolyEthylene Electrofusion Joints

  • Kil, Seong-Hee;Jo, Young-Do;Yoon, Kee-Bong
    • Journal of the Korean Institute of Gas
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    • v.16 no.1
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    • pp.22-25
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    • 2012
  • Welding and/or fusion in polyethylene(PE) system made on site is focused on the control of the welding or fusion process to follow proper procedure. The process control is important, but it is not sufficient for the long term reliability of a pipe system. To achieve the rate of failure close to zero, Non Destructive Testing(NDT) is necessary in addition to joining process control. For electrofusion joints several non-destructive testing methods are available. The ultrasonic phased array technique is possible to detect various defects including wire deviations and regions with lack of fusion. In this studies, testing was carried to detect the defect after electrofusion joining of polyethylene piping is utilized by the ultrasonic phased array technique. From testing data, ultrasonic phased array technique is recommended as a reliable non-destructive testing method.

A Study of Missile Guidance Performance Enhancement using Multi-sensor Data Fusion in a Cluttered Environment (클러터 환경에서 다중센서 정보융합을 통한 유도성능 개선 연구)

  • Han, Du-Hee;Kim, Hyoung-Won;Song, Taek-Lyul
    • Journal of Institute of Control, Robotics and Systems
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    • v.16 no.2
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    • pp.177-187
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    • 2010
  • A MTG (Multimode Tracking and Guidance) system is employed to compensate for the limitations of individual seekers such as RF (Radio frequency) or IIR (Imaging Infra-red) and to improve the overall tracking and guidance performance in jamming, clutter, and adverse weather environments. In the MTG system, tracking filter, data association, and data fusion methods are important elements to maximize the effectiveness of precision homing missile guidance. This paper proposes the formulation of a Kalman filter for the estimation of line-of-sight rate from seeker measurements in missiles guided by proportional navigation. Also, we suggest the HPDA (Highest Probability Data Association) and data fusion methods of the MTG system for target tracking in the adverse environments. Mont-Carlo simulation is employed to evaluate the overall tracking performance and guidance accuracy.

Dual-Stream Fusion and Graph Convolutional Network for Skeleton-Based Action Recognition

  • Hu, Zeyuan;Feng, Yiran;Lee, Eung-Joo
    • Journal of Korea Multimedia Society
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    • v.24 no.3
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    • pp.423-430
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    • 2021
  • Aiming Graph convolutional networks (GCNs) have achieved outstanding performances on skeleton-based action recognition. However, several problems remain in existing GCN-based methods, and the problem of low recognition rate caused by single input data information has not been effectively solved. In this article, we propose a Dual-stream fusion method that combines video data and skeleton data. The two networks respectively identify skeleton data and video data and fuse the probabilities of the two outputs to achieve the effect of information fusion. Experiments on two large dataset, Kinetics and NTU-RGBC+D Human Action Dataset, illustrate that our proposed method achieves state-of-the-art. Compared with the traditional method, the recognition accuracy is improved better.