• Title/Summary/Keyword: spatial problem

Search Result 1,471, Processing Time 0.022 seconds

A Image Reconstruction Uing Simulated Annealing in Electrical Impedance Tomograghy (시뮬레이티드 어닐링을 이용한 전기임픽던스단층촬영법의 영상복원)

  • Kim Ho-Chan;Boo Chang-Jin;Lee Yoon-Joon
    • The Transactions of the Korean Institute of Electrical Engineers D
    • /
    • v.52 no.2
    • /
    • pp.120-127
    • /
    • 2003
  • In electrical impedance tomography(EIT), various image reconstruction algorithms have been used in order to compute the internal resistivity distribution of the unknown object with its electric potential data at the boundary. Mathematically the EIT image reconstruction algorithm is a nonlinear ill-posed inverse problem. This paper presents a simulated annealing technique as a statistical reconstruction algorithm for the solution of the static EIT inverse problem. Computer simulations with the 32 channels synthetic data show that the spatial resolution of reconstructed images by the proposed scheme is improved as compared to that of the mNR algorithm or genetic algorithm at the expense of increased computational burden.

Determination of Unknown Time-Dependent Heat Source in Inverse Problems under Nonlocal Boundary Conditions by Finite Integration Method

  • Areena Hazanee;Nifatamah Makaje
    • Kyungpook Mathematical Journal
    • /
    • v.64 no.2
    • /
    • pp.353-369
    • /
    • 2024
  • In this study, we investigate the unknown time-dependent heat source function in inverse problems. We consider three general nonlocal conditions; two classical boundary conditions and one nonlocal over-determination, condition, these genereate six different cases. The finite integration method (FIM), based on numerical integration, has been adapted to solve PDEs, and we use it to discretize the spatial domain; we use backward differences for the time variable. Since the inverse problem is ill-posed with instability, we apply regularization to reduce the instability. We use the first-order Tikhonov's regularization together with the minimization process to solve the inverse source problem. Test examples in all six cases are presented in order to illustrate the accuracy and stability of the numerical solutions.

An Evaluation of a Dasymetric Surface Model for Spatial Disaggregation of Zonal Population data (구역단위 인구자료의 공간적 세분화를 위한 밀도 구분적 표면모델에 대한 평가)

  • Jun, Byong-Woon
    • Journal of the Korean association of regional geographers
    • /
    • v.12 no.5
    • /
    • pp.614-630
    • /
    • 2006
  • Improved estimates of populations at risk for quick and effective response to natural and man-made disasters require spatial disaggregation of zonal population data because of the spatial mismatch problem in areal units between census and impact zones. This paper implements a dasymetric surface model to facilitate spatial disaggregation of the population of a census block group into populations associated with each constituent pixel and evaluates the performance of the surface-based spatial disaggregation model visually and statistically. The surface-based spatial disaggregation model employed geographic information systems (GIS) to enable dasymetric interpolation to be guided by satellite-derived land use and land cover data as additional information about the geographic distributor of population. In the spatial disaggregation, percent cover based empirical sampling and areal weighting techniques were used to objectively determine dasymetric weights for each grid cell. The dasymetric population surface for the Atlanta metropolitan area was generated by the surface-based spatial disaggregation model. The accuracy of the dasymetric population surface was tested on census counts using the root mean square error (RMSE) and an adjusted RMSE. The errors related to each census track and block group were also visualized by percent error maps. Results indicate that the dasymetric population surface provides high-precision estimates of populations as well as the detailed spatial distribution of population within census block groups. The results also demonstrate that the population surface largely tends to overestimate or underestimate population for both the rural and forested and the urban core areas.

  • PDF

An Efficient Recovery System for Spatial Main Memory DBMS (공간 메인 메모리 DBMS를 위한 효율적인 회복 시스템)

  • Kim, Joung-Joon;Ju, Sung-Wan;Kang, Hong-Koo;Hong, Dong-Sook;Han, Ki-Joon
    • Journal of Korea Spatial Information System Society
    • /
    • v.8 no.3
    • /
    • pp.1-14
    • /
    • 2006
  • Recently, to efficiently support the real-time requirements of LBS and Telematics services, interest in the spatial main memory DBMS is rising. In the spatial main memory DBMS, because all spatial data can be lost when the system failure happens, the recovery system is very important for the stability of the database. Especially, disk I/O in executing the log and the checkpoint becomes the bottleneck of letting down the total system performance. Therefore, it is urgently necessary to research about the recovery system to reduce disk I/O in the spatial main memory DBMS. In this paper, we study an efficient recovery system for the spatial main memory DBMS. First, the pre-commit log method is used for the decrement of disk I/O and the improvement of transaction concurrency. In addition, we propose the fuzzy-shadow checkpoint method for the recovery system of the spatial main memory DBMS. This method can solve the problem of duplicated disk I/O on the same page of the existing fuzzy-pingpong checkpoint method for the improvement of the whole system performance. Finally, we also report the experimental results confirming the benefit of the proposed recovery system.

  • PDF

Problems and Suggestions for Astronomy Textbook Images and Inquiries Raised by Pre-service Teachers: From the Perspective of Spatial Thinking (공간적 사고 관점에서 천문 분야 교과서 삽화 및 탐구활동에 대해 예비교사가 인식한 문제점과 개선안)

  • Kim, Jong-Uk
    • Journal of Korean Elementary Science Education
    • /
    • v.41 no.3
    • /
    • pp.501-520
    • /
    • 2022
  • Considering the importance of spatial thinking in the process of learning astronomy, it is necessary to educate pre-service teachers on teaching methods that consider spatial thinking from the teacher training program stage. Accordingly, after providing education on spatial thinking to pre-service science teachers, problems and improvement plans perceived by them were explored for the images and inquiry activities of astronomy textbook units. In this study, spatial thinking in the astronomical domain was defined as the amalgam of the concepts of space, representation tools, and reasoning processes. The juniors attending the University of Education in the metropolitan area were educated on spatial thinking for two weeks in October 2021. They were then asked to voluntarily select one of the astronomy units to analyze problems in the textbooks and present modification plans to address those problems. Finally, 33 cases presented by 22 pre-service science teachers were analyzed, and the results of the study were as follows. Pre-service teachers recognized the problems in textbooks in terms of the concepts of space and reasoning processes, and proposed improvement plans to supplement them. However, in some cases, even if pre-service teachers properly recognized a problem, the improvement plan was not appropriate, or they were not able to analyze the images or inquiry activities in terms of spatial thinking. This study is significant in that it shows that pre-service teachers have the potential to properly reorganize and revise textbooks by participating in teacher training programs on spatial thinking. Furthermore, based on the results of this study, the direction of the teacher training program concerning spatial thinking was discussed.

The Children's Needs for the Child Psychiatric Therapy Environment as to the Type of Problem (아동의 문제 특성에 따른 상담치료환경에 대한 요구)

  • Park, Soo-Been;Kim, So-Young
    • Korean Institute of Interior Design Journal
    • /
    • v.20 no.6
    • /
    • pp.321-330
    • /
    • 2011
  • The purpose of this study is to propose how the interior of the child psychiatric therapy Environment should be designed according to different problems that children have. For the purpose, this research has been conducted with a literature review and an empirical survey. The subjects of the survey were 100 children, 58 male and 42 female, who were using child psychiatric therapy centers located in Busan. Findings are as follows: (1) Children with behavior problem($C_b$) showed a significantly higher satistaction with the entrance and the information in a given child psychiatric therapy space than children with emotional problem ($C_e$) did. (2) Spatial attitude of $C_e$ and $C_b$ were significantly differed. (3) Colors that were being preferred by $C_e$ were cold colors, for example, blue and indigo. While, $C_b$ were preferring warm colors such as red and yellow. (4) There was difference in the image of a entrance and classrooms at the child psychiatric therapy center that children had in mind, the two groups of children were quite differently feeling about the size and noise of the therapy space.

Impact identification and localization using a sample-force-dictionary - General Theory and its applications to beam structures

  • Ginsberg, Daniel;Fritzen, Claus-Peter
    • Structural Monitoring and Maintenance
    • /
    • v.3 no.3
    • /
    • pp.195-214
    • /
    • 2016
  • Monitoring of impact loads is a very important technique in the field of structural health monitoring (SHM). However, in most cases it is not possible to measure impact events directly, so they need to be reconstructed. Impact load reconstruction refers to the problem of estimating an input to a dynamic system when the system output and the impulse response function are usually known. Generally this leads to a so called ill-posed inverse problem. It is reasonable to use prior knowledge of the force in order to develop more suitable reconstruction strategies and to increase accuracy. An impact event is characterized by a short time duration and a spatial concentration. Moreover the force time history of an impact has a specific shape, which also can be taken into account. In this contribution these properties of the external force are employed to create a sample-force-dictionary and thus to transform the ill-posed problem into a sparse recovery task. The sparse solution is acquired by solving a minimization problem known as basis pursuit denoising (BPDN). The reconstruction approach shown here is capable to estimate simultaneously the magnitude of the impact and the impact location, with a minimum number of accelerometers. The possibility of reconstructing the impact based on a noisy output signal is first demonstrated with simulated measurements of a simple beam structure. Then an experimental investigation of a real beam is performed.

Performance Analysis of Contention based Directional MAC Protocol (지향성 안테나 기반 경쟁 MAC 프로토콜의 성능 분석)

  • Na, Woong-Soo;Cho, Sung-Rae
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.36 no.7B
    • /
    • pp.827-833
    • /
    • 2011
  • Directional MAC protocols have drawn great attentions recently in super high speed wireless local/personal area networks due to their higher antenna gain, better spatial reuse, longer transmission range, and lower interference. Despite of these merits, directional MAC protocols suffer from deafness problem. The deafness problem occurs if a node does not answer an RTS frame addressed to it. To overcome this problem, directional MAC protocols have aimed at avoiding the deafness problem using multiple control frames or advance notice techniques or distinguishing deafness from collision. In this paper, we analyze the performance of these schemes in deafness environments with some scenarios. Through performance analysis, we compare the performance of these schemes through evaluating actual network throughput.

Linkage the Development Strategy of Local Government to Spatial Decision Support System (지자체 발전전략과 공간적 의사결정지원체계의 연계 방안 연구)

  • Park, Ji-Man;Hwang, Chul-Sue
    • Journal of the Korean association of regional geographers
    • /
    • v.15 no.5
    • /
    • pp.671-687
    • /
    • 2009
  • This paper aims to link the development strategy of a local government(Guri-si, Kyunggi-do) to a spatial decision support system that is in the early stages of implementation and testing. Spatial Decision for a local governmental authority typically involves multiple stakeholders. To any specific regional problem, stakeholders often have various levels of knowledge and experiences about it, that yield conflicting views. In this point of view, the enhanced access to information can bring the decision process to solve the problem throughout more public participation. Recently, Urban development study was required to improve the decision making of public participation form. This study aim to investigate an analysis local government of Guri-si, can be supported as the suggestion of decision making system. Guri-si has been argued that it would improve citizen's life quality intent theme 'by historical tourism in general dimension' promote region identity, environment friendly and transportational strength, by reflecting various plan of urban development and it executed strategy. There are increasing interest in citizen participation and practical using of policy decision making to respond to uncertain environment and systematic exploration of local government. Focused on the contents of public participation decision making, it is important to investigate how to analysis urban development strategy and geographic information relationship for useful. The paper concludes with a discussion of current issues encountered during development and implementation of spatial decision making(or support) system for the local administrative authority.

  • PDF

Update Protocols for Web-Based GIS Applications (웹 기반 GIS 응용을 위한 변경 프로토콜)

  • An, Seong-U;Seo, Yeong-Deok;Kim, Jin-Deok;Hong, Bong-Hui
    • Journal of KIISE:Databases
    • /
    • v.29 no.4
    • /
    • pp.321-333
    • /
    • 2002
  • As web-based services are becoming more and more popular, concurrent updates of spatial data should be possible in the web-based environments in order to use the various services. Web-based GIS applications are characterized by large quantity of data providing and these data should be continuously updated according to various user's requirements. Faced with such an enormous data providing system, it is inefficient for a server to do all of the works of updating spatial data requested by clients. Besides, the HTTP protocol used in the web environment is established under the assumption of 'Connectionless'and 'Stateless'. Lots of problems may occur if the scheme of transaction processing based on the LAN environment is directly applied to the web environment. Especially for long transactions of updating spatial data, it is very difficult to control the concurrency among clients and to keep the consistency of the server data. This paper proposes a solution of keeping consistency during updating directly spatial data in the client-side by resolving the Dormancy Region Lock problem caused by the 'Connectionless'and 'Stateless'feature of the HTTP protocol. The RX(Region-eXclusive) lock and the periodically sending of ALIVE_CLIENTi messages can solve this problem. The protocol designed here is verified as effective enough through implementing in the main memory spatial database system, called CyberMap.