• Title/Summary/Keyword: ESN

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Design of ESN(Educational Sensor Network) for interpretation of the data

  • Park, In-Deok;Paek, Seung-Eun;Kim, Si-Kyung
    • The Journal of Information Technology
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    • v.12 no.3
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    • pp.1-6
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    • 2009
  • This paper has focused on the development of an educational sensor network (ESN) based on wireless sensor networks(WSN) and pervasive monitoring systems for students' activity during scientific experiments. A number of WSN systems have been proposed with integrated wireless transmission, mounted sensor boards and local processing. However, there is no trail to employ WSN on the educational field. In this paper, to facilitate research and development using wireless sensor network and multi-sensor data fusion, the educational sensor network (ESN) hardware development platform is presented. The ESN project is conducted over one semester time period (Spring Semesters). It involves approximately twenty middle school students who enrolled a gifted program in Kongju National University. Though under prepared, these students are in general highly motivated to learning specially when presented with the ESN project. An ESN project such as this is expected to provide an excellent means for teaching and learning scientific and mathematical principles.

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Long-term Outcome after Minimally Invasive Treatment for Early Gastric Cancer beyond the Indication of Endoscopic Submucosal Dissection (내시경점막하박리술의 적응증을 넘어선 조기위암의 미세침습 치료 후 장기 추적 결과)

  • Weon Jin Ko;Joo Young Cho
    • Journal of Digestive Cancer Research
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    • v.5 no.1
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    • pp.44-49
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    • 2017
  • Background: Recently, endoscopic submucosal dissection (ESD) with laparoscopic sentinel lymph node dissection, named ESN or endoscopic full-thickness gastric resection with laparoscopic sentinel lymph node dissection, named Hybrid-natural orifice transluminal endoscopic surgery (NOTES) was suggested the possibility of minimally invasive treatment for patients with early gastric cancer (EGC) who were beyond the indication of ESD. This study aimed to evaluate the outcomes of ESN or Hybrid-NOTES. Methods: We retrospectively analyzed patients treated with these therapies from January 2009 to May 2013 in terms of short- and long-term outcomes. Each patient was diagnosed with EGC but was not included in ESD indications and had the high risk of lymph node metastasis (LNM). Results: A total of 42 patients with EGC treated by ESN or Hybrid-NOTES. Of the 21 patients who underwent ESN, a total of 4 patients underwent additional gastrectomy, 1 with LNM, 1 with surgical complication, and 2 with noncurative resection. Of the 21 patients who underwent Hybrid-NOTES, a total of 5 patients underwent additional surgery, 1 with LNM, 2 with surgical complication, and 2 with noncurative resection. Overall survival was 100% over a mean follow-up of 75 months, but 3 patients underwent ESD or gastrectomy with metachronous lesion. And 1 patient who had received ESN was found to have a metastatic lymph node and undergo palliative chemotherapy. Conclusion: ESN or Hybrid-NOTES showed favorable short-and long-term outcomes. These methods may be utilized as a bridge between ESD and gastrectomy in the case of EGC which is more likely to have LNM beyond the ESD indications.

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An Enhanced Mechanism of Security Weakness in CDMA Service (CDMA 서비스의 보안취약성과 개선방안)

  • Ryu, Dae-Hyun;Jang, Seung-Ju
    • Journal of KIISE:Information Networking
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    • v.30 no.6
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    • pp.729-742
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    • 2003
  • Mobile Communication has a possibility of eavesdropping by nature of wireless channel. It is known that eavesdropping of CDMA system is impossible because the voice data spreads with the PN. First of all, we show that it is possible to eavesdrop the CDMA channel by analysis of the forward channel in case that we know the ESN and the MIN. We can monitor the forward traffic channel with easy since ESN and MIN are exposed during the call processing in CDMA service in Korea. In this paper, we will show security weakness and propose an enhanced mechanism for CDMA service. We consider the problem of security in the CDMA service. CDMA system has wireless channels to transmit voice or data. By this reason, CDMA communication has a possibility of being eavesdropped by someone. It is known that eavesdropping in CDMA system is impossible because the voice data spreads with the PN. However, we can eavesdrop the CDMA data in FCM protocol in case that we know the ESN and the MIN. In CDMA system, ESN and MIN are exposed to the wireless channel. In this paper, we analyze the flow of the voice and signal in the CDMA system and monitor the forward traffic channel by the FCM protocol. The FCM protocol is proposed to monitor the forward channel in CDMA system. We can show the possibility of monitoring in one-way channel of CDMA system by the FCM protocol. The test instrument based on the FCM protocol is proposed to monitor the CDMA forward channel. We will show the system architecture of the test instrument to monitor the forward channel in CDMA.

Prediction of Changes in Water Level in Sewage Pipes Using ESN Algorithm Reflecting Spatial Rainfall Characteristics (시공간적 강우특성이 반영된 ESN 알고리즘을 활용한 하수관로 수위 변화 예측)

  • So Hyun Lee;Dong Ho Kang;Byung Sik Kim
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.460-460
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    • 2023
  • 최근 범 지구적인 기후변화로 인해 집중호우가 빈번히 발생하고 침수피해가 증가하고 있다. 이에 따른 침수 피해 위험이 큰 지하상가, 지하 주차장, 반지하 주택 등의 침수 발생이 잦아지며 인명 및 재산 피해 발생이 커지고 있다. 이러한 지역은 인근 하수관로의 수위에 따라 침수 영향을 크게 받게 된다. 이에 따른 강우·유출 관계는 침수피해에 대해 대처하기 위해 시공간적 강우 특성이 반영된 하수관로 수위 예측이 중요하다고 판단된다. 이에 본 연구에서 수위 자료는 서울시 하수관로 수위 현황 자료를 활용하였으며, 강수량 자료는 서울 내 서초구 일대의 강수량 자료를 활용하여 연구를 진행하였다. 대상 지역은 저지대에 위치해 침수가 잦은 서초구 서초동으로 선정하였으며, 분석에 사용된 기간은 2012년부터 2021년까지의 수위 자료를 화용하여 이를 바탕으로 순환 신경망인 RNN의 일종이며, 다른 모델의 구조와 비교하여 더욱 간단하고 효율적인 ESN(Echo State Network) 알고리즘을 사용하여 수위 예측을 진행하였다. 분석을 위해 대상 지역의 강수 사상이 발생하여 하수관로의 수위의 변동이 큰 기간을 선정하여 분석을 실시하였다. 2012년부터 2018년까지의 자료를 학습(training) 자료로 활용하였으며, 모형의 검증 위해 통계분석을 실시하여 검증하였다.

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A Comparison Study of MIMO Water Wall Model with Linear, MFNN and ESN Models

  • Moon, Un-Chul;Lim, Jaewoo;Lee, Kwang Y.
    • Journal of Electrical Engineering and Technology
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    • v.11 no.2
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    • pp.265-273
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    • 2016
  • A water wall system is one of the most important components of a boiler in a thermal power plant, and it is a nonlinear Multi-Input and Multi-Output (MIMO) system, with 6 inputs and 3 outputs. Three models are developed and comp for the controller design, including a linear model, a multilayer feed-forward neural network (MFNN) model and an Echo State Network (ESN) model. First, the linear model is developed by linearizing a given nonlinear model and is analyzed as a function of the operating point. Second, the MFNN and the ESN are developed by using training data from the nonlinear model. The three models are validated using Matlab with nonlinear input-output data that was not used during training.

Post-earthquake capacity evaluation of R/C buildings based on pseudo-dynamic tests

  • Kang, Dae-Eon;Yi, Waon-Ho
    • Structural Engineering and Mechanics
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    • v.24 no.1
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    • pp.91-105
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    • 2006
  • In this paper, post-earthquake capacity evaluation method of reinforced concrete buildings was studied. Substructure pseudo-dynamic test and static loading test of first story column in a four-story R/C building was carried out in order to investigate the validity of the evaluation method proposed in the Damage Assessment Guideline (JBDPA 2001). In pseudo-dynamic test, different levels of damage were induced in the specimens by pre-loading, and input levels of seismic motion, at which the specimens reached to the ultimate stage, were examined. From the experimental result, no significant difference in damage levels such as residual crack width between the specimens under static and pseudo-dynamic loading was found. It is shown that the seismic capacity reduction factors ${\eta}$ can provide a reasonable estimation of post-earthquake seismic capacity of R/C buildings suffered earthquakes.

A Novel Scheme for an RSVP Session Handoff in Wireless IP Networks with Micro-Mobility (Micro-Mobility 환경에서의 RSVP Session Handoff를 위한 연구)

  • Kim, Jeong-Hoe;Min, Sang-Won
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.33 no.4B
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    • pp.199-206
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    • 2008
  • In this paper, we propose a novel Route_Reconf message as the RSVP message to maintain an RSVP session for hard handoff and consider path-comparing route (PCR) a PCR algorithm to find an intermediate node in the charge of downlink re-establishment. And, we consider information form each mode for the PCR algorithm, which also reduces the frequency and amount of exchanged RSVP message to minimize packet loss and delay between an intermediate node and a receiver. According to the proposed algorithm, a new support node (NSN) and an existing support node (ESN) along the RSVP path can be found; the former is a supporting RSVP session node newly searched and the latter is the last supporting node holding the previous session after handoff. On receiving the Route_Reconf message at the ESN, a new allocated route from a NSN to the MN waiting for the handoff via a new AR is configured by the ESN.

Performance Enhancement Architecture including Location Information Secrecy for HLR System (위치 정보의 보안성이 고려된 가입자 위치등록기 시스템의 새로운 구조)

  • 김자환
    • Proceedings of the Korea Information Assurance Society Conference
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    • 2004.05a
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    • pp.103-108
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    • 2004
  • A Home Location Register(HLR) database system manages each subscriber's location information, which continuously changes in a cellular network. For this purpose, the HLR database system provides table management, index management, and backup management facilities. In this thesis, I propose using a two-level index method for the mobile directory number(MDN) as a suitable method and a chained bucket hashing method for the electronic serial number(ESN). Both the MDN and the ESN are used as keys in the HLR database system. I also propose an efficient backup method that takes into account the characteristics of HLR database transactions. The retrieval speed and the memory usage of the two-level index method are better than those of the T-tree index method. The insertion and deletion overhead of the chained bucket hashing method is less than that of the modified linear hashing method. In the proposed backup method, I use two kinds of dirty flags in order to solvethe performance degradation problem caused by frequent registration-location operations. I also propose using additional attributes in the HLR database scheme for location information secrecy as a suitable security method.

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A Novel Scheme for an RSVP Session Handoff in Wireless IP Networks with Micro-Mobility (Micro-Mobility 환경에서의 RSVP Session Handoff를 위한 연구)

  • Kim, Jeong-Hoe;Min, Sang-Won
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.33 no.5B
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    • pp.296-303
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    • 2008
  • In this paper, we propose a novel Route_Reconf message as the RSVP message to maintain an RSVP session for hard handoff and consider a path-comparing route(PCR) algorithm to find an intermediate node in the charge of down-link re-establishment. And, we consider information form each mode for the PCR algorithm, which also reduces the frequency and amount of exchanged RSVP message to minimize packet loss and delay between an intermediate node and a receiver. According to the proposed algorithm, a new support node(NSN) and an existing support node(ESN) along the RSVP path can be found; the former is a supporting RSVP session node newly searched and the latter is the last supporting node holding the previous session after handoff. On receiving the Route_Reconf message at the ESN, a new allocated route from a NSN to the MN waiting for the handoff via a new access router is configured by the ESN.

Effective Index and Backup Techniques for HLR System in Mobile Networks (이동통신 HLR 시스템에서의 효과적인 색인 및 백업 기법)

  • 김장환;이충세
    • Journal of KIISE:Computing Practices and Letters
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    • v.9 no.1
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    • pp.33-46
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    • 2003
  • A Home Location Register(HLR) database system manages each subscriber's location information, which continuously changes in a cellular network. For this purpose, the HLR database system provides table management, index management, and backup management facilities. In this thesis, we propose using a two-level index method for the mobile directory number(MDN) as a suitable method and a chained bucket hashing method for the electronic serial number(ESN). Both the MDN and the ESN are used as keys in the HLR database system. We also propose an efficient backup method that takes into account the characteristics of HLR database transactions. The retrieval speed and the memory usage of the two-level index method are better than those of the R-tree index method. The insertion and deletion overhead of the chained bucket hashing method is less than that of the modified linear hashing method. In the proposed backup method, we use two kinds of dirty flags in order to solve the performance degradation problem caused by frequent registration-location operations. For a million subscribers, proposed techniques support reduction of memory size(more than 62%), directory operations (2500,000 times), and backup operations(more than 80%) compared with current techniques.