• Title/Summary/Keyword: sequence-to-sequence 모델

Search Result 695, Processing Time 0.024 seconds

Non-coherent TOA Estimation Method based on IR-UWB in Multiple SOP Environments (다중 SOP 환경하에서 IR-UWB 기반의 Non-coherent TOA 추정 기법)

  • Park, Woon-Yong;Park, Cheol-Ung;Choi, Sung-Soo;Lee, Won-Cheol
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.32 no.11A
    • /
    • pp.1086-1095
    • /
    • 2007
  • This paper proposes a novel non-coherent TOA estimation scheme using multiple correlation process on the existence of multiple simultaneously operating piconets (SOPs). Impulse radio-ultra wideband (IR-UWB) based on direct sequence spread spectrum (DSSS) using Gold sequence is employed in order to discriminate each piconet. In order to enhance the characteristic of correlation, this paper presents the method of multiple mask operation (MMO). The time of arrival (TOA) of direct line of sight (DLOS) path is estimated via two step coarse/fine timing detection. To verify the performance of proposed scheme, two distinct channel models approved by IEEE 802.15.4a Task Group (TG) are considered. According to the simulation results, it could conclude that the proposed scheme have performed better performance than the conventional method well even in densed indoor multi-path environment as well as in the existence of multiple SOPs.

Optimal Design of Thick Composite Wing Structure using Laminate Sequence Database (적층 시퀀스 데이터베이스를 이용한 복합재 날개 구조물의 최적화 설계)

  • Jang, Jun Hwan;Ahn, Sang Ho
    • Composites Research
    • /
    • v.30 no.1
    • /
    • pp.52-58
    • /
    • 2017
  • This paper presents the optimum design methodology for composite wing structure which automatically calculates the safety margin using optimization framework integrating failure modes. Particularly, its framework is possible to optimize sizing procedure to prevent failure mode which has the greatest effect on reducing the sizing time of composite structure. The main failure mode was set as the first ply failure, buckling failure mode, and bolted joint stress field, and the margin was calculated to minimize the weight. The design variable is a laminate sequence database and the responses are strain, buckling, bolted joint stress field. The objective function is the mass of the wing structure. The results of buckling analysis were compared using the finite element model to verify the robustness and reliability of Composite Optimizer.

A Distributed Activity Recognition Algorithm based on the Hidden Markov Model for u-Lifecare Applications (u-라이프케어를 위한 HMM 기반의 분산 행위 인지 알고리즘)

  • Kim, Hong-Sop;Yim, Geo-Su
    • Journal of the Korea Society of Computer and Information
    • /
    • v.14 no.5
    • /
    • pp.157-165
    • /
    • 2009
  • In this paper, we propose a distributed model that recognize ADLs of human can be occurred in daily living places. We collect and analyze user's environmental, location or activity information by simple sensor attached home devices or utensils. Based on these information, we provide a lifecare services by inferring the user's life pattern and health condition. But in order to provide a lifecare services well-refined activity recognition data are required and without enough inferred information it is very hard to build an ADL activity recognition model for high-level situation awareness. The sequence that generated by sensors are very helpful to infer the activities so we utilize the sequence to analyze an activity pattern and propose a distributed linear time inference algorithm. This algorithm is appropriate to recognize activities in small area like home, office or hospital. For performance evaluation, we test with an open data from MIT Media Lab and the recognition result shows over 75% accuracy.

Nucleotide Sequence and Secondary Structure of 16S rRNA from Sphingomonas chungbukensis DJ77 (Sphingomonas chungbukensis DJ77의 16S rRNA 염기서열과 이차구조)

  • Lee Kwan-Young;Kwon Hae-Ryong;Lee Won-Ho;Kim Young-Chang
    • Korean Journal of Microbiology
    • /
    • v.41 no.2
    • /
    • pp.125-128
    • /
    • 2005
  • A 16S ribosomal RNA gene from S. chungbukensis DJ77 has been sequenced. This sequence had a length of 1,502 bp and was extended for 29 bp at 5' and for 37 bp at 3' from the partial sequence (1,435 bp) registered in 2000 year. Besides, 1 bp was newly added near to the 3' end. We made the secondary structure of the 16S rRNA based on E. coli model and found four specific regions. We found constant and variable regions in genus Sphingomonas as the result of multiple alignment of 16S rRNA gene sequences from Sphingomonas spp. and S. chungbukensis DJ77. We found a stem loop structure in S. chungbukensis DJ77, which was only discovered in C. jejuni to date. It showed the structural agreement despite the difference of the sequences from the both organisms. Finally, S. chungbukensis DJ77 belonged to cluster II (Sphingobium) group, after the classification using phylogenetic analysis and nucleotide signature analysis.

Automatic Generation of Machining Sequence for Machined Parts Using Machining Features (특징형상을 이용한 절삭가공부품의 가공순서 자동생성)

  • Woo, Yoonhwan;Kang, Sangwook
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.17 no.2
    • /
    • pp.642-648
    • /
    • 2016
  • As 3D solid modeling prevails, a range of applications have become possible and intensive research on the integration of CAD/CAM has been conducted. As a consequence, methods to recognize the machining features from CAD models have been developed. On the other hand, generating a machining sequence using the machining features is still a problem due to a combinatorial problem with a large number of machining features. This paper proposes a new method that utilizes the precedence constraints through which the number of the combinations is reduced drastically. This method can automatically generate machining sequences requiring the lowest amount of machining time. An airplane part was used to test the usefulness of the proposed method.

A Design of Teaching Unit for Secondary Pre-service Teachers to Explore Generalized Fobonacci Sequences (일반화된 피보나치수열의 탐구를 위한 예비중등교사용 교수단원의 설계)

  • Kim, Jin-Hwan;Park, Kyo-Sik
    • School Mathematics
    • /
    • v.11 no.2
    • /
    • pp.243-260
    • /
    • 2009
  • In this paper, we have designed a teaching unit for the learning mathematising of secondary pre-service teachers by exploring generalized fibonacci sequences. First, we have found useful formulas for general terms of generalized fibonacci sequences which are expressed as combinatoric notations. Second, by using these formulas and CAS graphing calculator, we can help secondary pre-service teachers to conjecture and discuss the limit of the sequence given by the rations of two adjacent terms of an m-step fibonacci sequence. These processes can remind secondary pre-service teachers of a series of some mathematical principles.

  • PDF

A Simple Temperature Dependent Model to Predict the Bloom of Aurelia Aurita Polyps (보름달물해파리 폴립의 대량출현 예측을 위한 온도 종속 모델)

  • Jin, Hong Sung;Oh, Choon Young;Choi, Il Soo;Hwang, Doo Jin;Yoon, Yang Ho;Han, Dong Yeob
    • KSBB Journal
    • /
    • v.29 no.5
    • /
    • pp.336-342
    • /
    • 2014
  • Asexual benthic polyp reproduction plays a major role in the jellyfish bloom. Recent studies found that temperature is the most important factor to regulate the budding rate of the polyps. We established a simple dynamic model to count the number of polyps depending on the variation of temperature with two data sets from different places. The population of polyps was counted through the budding rate and the number of budding times by Fibonacci sequence. It is assumed that the budding rate depends on the temperature only. The budding rate of the asexual reproduction shows very sensitive to the distribution of the seawater temperature. The model was tested to the temperature data of Ansan located in the west sea of Korea. The results indicate that this model can be useful to predict the blooms of Aurelia aurita polyps, which may have considerable influence on the bloom of medusa. The shape of temperature curve plays a key role in the predicting the bloom of Aurelia aurita polyps.

Sliding Mode Control of a Cargo System Model Using ER Valve-Actuators (ER 밸브 작동기를 이용한 하역시스템 모델의 슬라이딩모드 제어)

  • Choe, Seung-Bok;Kim, Hyeong-Seok;Jeong, Dal-Do;Seong, Geum-Gil
    • Transactions of the Korean Society of Mechanical Engineers A
    • /
    • v.23 no.11 s.170
    • /
    • pp.1982-1992
    • /
    • 1999
  • This paper presents a novel concept of cargo handling system adapted for a sea port subjected to severe time-varying tide. The proposed system can perform loading or unloading by using a sort of hydraulic elevator associated with real-time position control. In order to achieve a proof-of-concept, a small-sized laboratory model of the cargo handling system is designed and built. The model consists of three principal components container palette transfer (CPT) car, platform with lifting columns, and cargo ship. The platform activated by electro-rheological (ER) valve-cylinders is actively controlled to track the position of the cargo ship subjected to be varied due to the time-varying tide and wave motion. Following the derivation of the dynamic model for the platform and cargo ship motions, an appropriate control scheme is formulated and implemented. The location of the CPT car is sensed by a set of photoelectric switches and controlled via sequence controller. On the other hand, a sliding mode controller (SMC) is adopted as the position controller for the platform. Both simulated and measured control results are presented to demonstrate the effectiveness of the proposed cargo system.

Development of Process Model for Turbine Control Valve Test in a Power Plant (발전소 터빈제어 밸브시험 계통 모델 개발)

  • Woo, Joo-Hee;Choi, In-Kyu;Park, Doo-Yong;Kim, Jong-An
    • The Transactions of The Korean Institute of Electrical Engineers
    • /
    • v.60 no.4
    • /
    • pp.830-837
    • /
    • 2011
  • A turbine control system which has been operated for years in a nuclear power plant was retrofitted with a newly developed digital control system. After completion of the retrofit, turbine valve tests were performed to ensure the integrity of each valve's control function. The sequence of each valve test is composed of a closing process and a reopening process. To minimize megawatt variation which normally occurs during the test sequence, we employed a kind of compensator algorithm in the new digital control system which also have been used in the old system. There were difficulties finding optimal parameter settings for our new compensator algorithm because the power plant didn't allow us to perform necessary tuning procedures while the turbine is on load operation. Therefore an alternative measure for the compensator tuning which is independent of the turbine actual operation had to be implemented. So, a process model for the test was required to overcome this situation. We analyzed the operation data of the test and implemented the process model by use of input and output variable relations. Also we verified the process model by use of another condition's operating data. The result shows that the output of model is similar to the actual operation data.

Data Augmentation Scheme for Semi-Supervised Video Object Segmentation (준지도 비디오 객체 분할 기술을 위한 데이터 증강 기법)

  • Kim, Hojin;Kim, Dongheyon;Kim, Jeonghoon;Im, Sunghoon
    • Journal of Broadcast Engineering
    • /
    • v.27 no.1
    • /
    • pp.13-19
    • /
    • 2022
  • Video Object Segmentation (VOS) task requires an amount of labeled sequence data, which limits the performance of the current VOS methods trained with public datasets. In this paper, we propose two effective data augmentation schemes for VOS. The first augmentation method is to swap the background segment to the background from another image, and the other method is to play the sequence in reverse. The two augmentation schemes for VOS enable the current VOS methods to robustly predict the segmentation labels and improve the performance of VOS.