• Title/Summary/Keyword: Overlapped

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A generalized adaptive variational mode decomposition method for nonstationary signals with mode overlapped components

  • Liu, Jing-Liang;Qiu, Fu-Lian;Lin, Zhi-Ping;Li, Yu-Zu;Liao, Fei-Yu
    • Smart Structures and Systems
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    • v.30 no.1
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    • pp.75-88
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    • 2022
  • Engineering structures in operation essentially belong to time-varying or nonlinear structures and the resultant response signals are usually non-stationary. For such time-varying structures, it is of great importance to extract time-dependent dynamic parameters from non-stationary response signals, which benefits structural health monitoring, safety assessment and vibration control. However, various traditional signal processing methods are unable to extract the embedded meaningful information. As a newly developed technique, variational mode decomposition (VMD) shows its superiority on signal decomposition, however, it still suffers two main problems. The foremost problem is that the number of modal components is required to be defined in advance. Another problem needs to be addressed is that VMD cannot effectively separate non-stationary signals composed of closely spaced or overlapped modes. As such, a new method named generalized adaptive variational modal decomposition (GAVMD) is proposed. In this new method, the number of component signals is adaptively estimated by an index of mean frequency, while the generalized demodulation algorithm is introduced to yield a generalized VMD that can decompose mode overlapped signals successfully. After that, synchrosqueezing wavelet transform (SWT) is applied to extract instantaneous frequencies (IFs) of the decomposed mono-component signals. To verify the validity and accuracy of the proposed method, three numerical examples and a steel cable with time-varying tension force are investigated. The results demonstrate that the proposed GAVMD method can decompose the multi-component signal with overlapped modes well and its combination with SWT enables a successful IF extraction of each individual component.

Privacy-Preserving Two-Party Collaborative Filtering on Overlapped Ratings

  • Memis, Burak;Yakut, Ibrahim
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.8 no.8
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    • pp.2948-2966
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    • 2014
  • To promote recommendation services through prediction quality, some privacy-preserving collaborative filtering solutions are proposed to make e-commerce parties collaborate on partitioned data. It is almost probable that two parties hold ratings for the same users and items simultaneously; however, existing two-party privacy-preserving collaborative filtering solutions do not cover such overlaps. Since rating values and rated items are confidential, overlapping ratings make privacy-preservation more challenging. This study examines how to estimate predictions privately based on partitioned data with overlapped entries between two e-commerce companies. We consider both user-based and item-based collaborative filtering approaches and propose novel privacy-preserving collaborative filtering schemes in this sense. We also evaluate our schemes using real movie dataset, and the empirical outcomes show that the parties can promote collaborative services using our schemes.

A Study of Optimal Mesh Interface Region Generation to Improve Spatial and Temporal Accuracy (공간 및 시간 정확도 향상을 위한 최적의 삽간영역 구성에 관한 연구)

  • Cho Kum Won
    • Journal of computational fluids engineering
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    • v.8 no.3
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    • pp.41-49
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    • 2003
  • The spatial accuracy becomes first-order when second-order conservation schemes including the non-conservative interpolation in general Chimera method are used. To ensure the solution accuracy, the discontinuities must be located away from the overlapped regions, and the length of overlapped region also must be proportional to the grid spacing. In this paper, a proposed method, cut-paste algorithm, is used to satisfy above constraints. The cut-paste algorithm can generate the optimal mesh inteface region automatically, To validate the spatial and temporal accuracy due to the non-conservative interpolation, inviscid and viscous problems are tested.

Laser Pattern Based Simulated Shooting System and Its Implementation (레이저 패턴 기반의 모의사격 시스템 및 구현)

  • Jeong, Hyun Chan;Jung, Sung-Hwan
    • Journal of Korea Multimedia Society
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    • v.21 no.10
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    • pp.1171-1181
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    • 2018
  • Most simulated shooting systems are TDM based method and dot type laser has been used. The proposed laser pattern based simulated shooting system is a new approach. It can distinguish shooters by calculating the angle of bar shaped laser pattern by each shooter. Unlike the existing TDM method, it is possible to distinguish shooters and lanes by patterns so that there is no time division restriction like TDM method. It is also possible to recognize overlapped impact points of laser patterns launched by multiple shooters. After the laser pattern based simulated shooting system was implemented, general shot and overlapped shot were tested for each lane. Through experiments, we confirmed the possibility of continuous shooting. In addition, it is possible to separate the pattern by each lane, and 100% recognition result was obtained even if impact points overlapped.

Development of Image Processing Algorithm Using Boundary Curvature Information in Particle Size Measurement (영상 처리 기법에서 곡률을 이용한 입경 측정 알고리듬의 개발)

  • 김유동;이상용;김상수
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.26 no.10
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    • pp.1445-1450
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    • 2002
  • In the present study, a new pattern recognition algorithm was proposed to size spray particles using the boundary curvature information. Conceptually, this algorithm has an advantage over the others because it can identify the particle size and shape simultaneously, and also can separate the overlapped particles more effectively. Curvature of a boundary was obtained from the change of the slopes of two neighboring segments at the corresponding part. The algorithm developed in this study was tested by using an artificially prepared image of a group of spherical particles which were either isolated or overlapped. Particle sizes obtained from the measured curvatures agreed well with the true values. By detecting abrupt changes of the curvature along the image boundary, the element particles could be separated out from their overlapped images successfully.

Degradation Characteristics by Hot Carrier Injection of nchannel MOSFET with Gate- $n^{-}$S/D Overlapped Structure (게이트와 $n^{-}$소스/드레인 중첩구조를 갖는 n 채널 MOSFET의 핫캐리어 주입에의한 소화특성)

  • 이대우;이우일
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.30A no.2
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    • pp.36-45
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    • 1993
  • The n-channel MOSFETs with gate-$n^{-}$S/D overlapped structure have been fabricated by ITLDD(inverse-T gate lightly doped drain) technology. The gate length(L$_{mask}$) was 0.8$\mu$m. The degradation effects of hot carriers injected into the gate oxide were analyzed in terms of threshold voltage, transconductance and drain current variations. The degradation dependences on the gate voltage and drain voltage were characterized. The devices with higher n-concentration showed higher resistivity against the hot carrier injection. As the results of investigating the lifetime of the device, the lifetime showed longer than 10 years at V$_{d}$ = 5V for the overlapped devices with the implantation of an phosphorus dose of 5$\times$10$^{13}$ cm$^{-2}$ and an energy of 80 keV in the n$^{-}$resion.

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Development of Separation Algorithm of Overlapped Particles in Spay Flow (분무 유동에서 중첩 인자 분리 알고리즘의 개발)

  • Yang, C.J.;Kim, J.H.;Cho, D.H.;Oh, J.H.;Lee, Y.H.
    • Proceedings of the Korean Society of Marine Engineers Conference
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    • 2005.11a
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    • pp.118-119
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    • 2005
  • Recently, fire extinguishing systems based on water mists have been attracting public attentions in marine engineering. Performance of the fire extinguishing systems is influenced by the size and distribution of spayed water mists. Droplet analyzing method based on image processing technique for measuring droplet size and distribution has been developed. The morphological method based on partial curvature information of pre-processed images was adopted for recognition and separation of overlapped particles. Tested results show that the present method may be reliable for the analysis of the size and distribution of droplets produced by water mist spay flow.

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Development and Evaluation of Stitching Algorithm With five Degrees of Freedom for Three-dimensional High-precision Texture of Large Surface (대면적/고정밀 3차원 표면형상의 5자유도 정합법 개발 및 평가)

  • Lee, Dong-Hyeok;Ahn, Jung-Hwa;Cho, Nham Gyoo
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.23 no.2
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    • pp.118-126
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    • 2014
  • In this paper, a new method is proposed for the five-degree-of-freedom precision alignment and stitching of three-dimensional surface-profile data sets. The control parameters for correcting thealignment error are calculated from the surface profile data for overlapped areas among the adjacent measuring areas by using the "least squares method" and "maximum lag position of cross correlation function." To ensure the alignment and stitching reliability, the relationships betweenthe alignment uncertainty, overlapped area, and signal-to-noise level of the measured profile data are investigated. Based on the results of this uncertainty analysis, an appropriate size is proposed for the overlapped area according to the specimen's surface texture and noise level.

Non-overlapped interleaving for space-frequency trellis coded OFDM systems in frequency selective fading channel

  • Ryu, Jae-Ho;Lee, Yang-Hwan
    • Proceedings of the IEEK Conference
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    • 2003.07a
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    • pp.202-205
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    • 2003
  • The performance of space-frequency trellis coded (SFTC) OFDM system is analyzed in frequency selective fading channel. Using a pairwise error probability upper bound expression, we design the code and interleaver that can maximize the diversity and coding gain. To alleviate the performance degradation due to the inter-antenna product terms, we propose a new SFTC scheme that employs non-overlapped interleaving for each antenna A new code is optimized for the non-overlapped interleaving and a practical sub-optimal decoding algorithm is proposed. It is shown that the proposed scheme can substantially improve the performance compared to the conventional scheme that employs identical interleaving for all antennas.

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Study of Spatial and Temporal Accuracy Estimation Related with Mesh Interafce Region on Overlapped Grids (중첩격자계에서 교차영역 구성에 따른 시간/공간 정확도에 관한 연구)

  • Cho K. W.;Kwon J. H.;Lee S.
    • 한국전산유체공학회:학술대회논문집
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    • 1999.11a
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    • pp.95-107
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    • 1999
  • The spatial error due to the non-conservative interpolation become first-order when second-order conservative schemes are used, discontinuities are located away from the overlapped regions, and if the length of the overlapped region is not proportional to the grid spacing. Therefore, the solution accuracy is ensured if two domains overlap each other with a fixed grid point and the interpolation is occurred in smooth flow regions. To validate the spatial and temporal accuracy due to the non-conservative interpolation, inviscid and viscous problems are tested.

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