• 제목/요약/키워드: Delivery accuracy

검색결과 202건 처리시간 0.033초

Development of Protective Scheme against Collaborative Black Hole Attacks in Mobile Ad hoc Networks

  • Farooq, Muhammad Umar;Wang, Xingfu;Sajjad, Moizza;Qaisar, Sara
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권3호
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    • pp.1330-1347
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    • 2018
  • Mobile Ad hoc Network (MANET) is a collection of nodes or communication devices that wish to communicate without any fixed infrastructure and predetermined organization of available links. The effort has been made by proposing a scheme to overcome the critical security issue in MANET. The insufficiency of security considerations in the design of Ad hoc On-Demand Distance Vector protocol makes it vulnerable to the threats of collaborative black hole attacks, where hacker nodes attack the data packets and drop them instead of forwarding. To secure mobile ad hoc networks from collaborative black hole attacks, we implement our scheme and considered sensor's energy as a key feature with a better packet delivery ratio, less delay time and high throughput. The proposed scheme has offered an improved solution to diminish collaborative black hole attacks with high performance and benchmark results as compared to the existing schemes EDRIAODV and DRIAODV respectively. This paper has shown that throughput and packet delivery ratio increase while the end to end delay decreases as compared to existing schemes. It also reduces the overall energy consumption and network traffic by maintaining accuracy and high detection rate which is more safe and reliable for future work.

Mobile Device-to-Device (D2D) Content Delivery Networking: A Design and Optimization Framework

  • Kang, Hye Joong;Kang, Chung Gu
    • Journal of Communications and Networks
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    • 제16권5호
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    • pp.568-577
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    • 2014
  • We consider a mobile content delivery network (mCDN) in which special mobile devices designated as caching servers (caching-server device: CSD) can provide mobile stations with popular contents on demand via device-to-device (D2D) communication links. On the assumption that mobile CSD's are randomly distributed by a Poisson point process (PPP), an optimization problem is formulated to determine the probability of storing the individual content in each server in a manner that minimizes the average caching failure rate. Further, we present a low-complexity search algorithm, optimum dual-solution searching algorithm (ODSA), for solving this optimization problem. We demonstrate that the proposed ODSA takes fewer iterations, on the order of O(log N) searches, for caching N contents in the system to find the optimal solution, as compared to the number of iterations in the conventional subgradient method, with an acceptable accuracy in practice. Furthermore, we identify the important characteristics of the optimal caching policies in the mobile environment that would serve as a useful aid in designing the mCDN.

RFID Technology Applications with PMIS for Managing RMC Truck Operations

  • Kim, Seung-Ho;Kim, Sang-Yong
    • 한국건축시공학회지
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    • 제11권5호
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    • pp.468-481
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    • 2011
  • This research presents a strategy and information system to manage the logistics of delivery ready mixed concrete (RMC) under the integrated environment of PMIS+RFID. PMIS is system tool and technique used in construction sectors to delivery information. Information that can be extracted electronically in real time is more valuable than data gathered and maintained manually. RFID technology can help to improve data accuracy through supply chains and by identifying products and objects at specific points through automatic identification. The objectives of these two implementations can be able to improve the efficiency of logistics management for RMC truck process, and to verify the technical and practical feasibility of PMIS+RFID application in construction industry. This may be realistic given the dynamics of daily activities on construction sites. This research is focused on examples on real world case study, applications and research theme related and connected to PMIS+RFID technology. It demonstrated that PMIS+RFID technology has been automatically implemented and has shown process information about the RMC truck and the overall status information about it, both quickly and accurately. As a result, the construction site where needs 300 $m^3$ pouring (50 RMC trucks) per day can be reduced total 250 minutes. Moreover, this time saving is related to the labour cost saving. From the case studies, RFID+PMIS system was proven in terms of effectiveness rather than current method.

운영 데이터를 활용한 제3자 물류 환경에서의 배송 트럭 무게 예측 (Truck Weight Estimation using Operational Statistics at 3rd Party Logistics Environment)

  • 이유진;최경민;김송은;박경수;정승환
    • 산업경영시스템학회지
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    • 제45권4호
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    • pp.127-133
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    • 2022
  • Many manufacturers applying third party logistics (3PLs) have some challenges to increase their logistics efficiency. This study introduces an effort to estimate the weight of the delivery trucks provided by 3PL providers, which allows the manufacturer to package and load products in trailers in advance to reduce delivery time. The accuracy of the weigh estimation is more important due to the total weight regulation. This study uses not only the data from the company but also many general prediction variables such as weather, oil prices and population of destinations. In addition, operational statistics variables are developed to indicate the availabilities of the trucks in a specific weight category for each 3PL provider. The prediction model using XGBoost regressor and permutation feature importance method provides highly acceptable performance with MAPE of 2.785% and shows the effectiveness of the developed operational statistics variables.

SWAT 모형을 이용한 토양유실량 저감효과 모의 (Simulation of the Reduction Effect of Soil Loss Using SWAT Model)

  • 정진권;김환기
    • 환경영향평가
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    • 제17권4호
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    • pp.243-253
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    • 2008
  • The purpose of this study was to simulate the reduction effect of soil loss in the Yongdam reservoir watershed using SWAT model. To evaluate accuracy for flow and sediment yield of SWAT model, calibration was performed for the period from Jan. 2002 to Dec. 2003, and the verification for Jan. 2005 to Dec. 2005. The calibration and the verification were carried out using data observed at the Cheoncheon gaging station. The $R^2$ and EI values in terms of a flow were 0.8 and 0.78 respectively for calibration, whereas they for verification were 0.88 and 0.86 respectively. In terms of a sediment yield, they were 0.7 and 0.48 respectively for calibration, whereas for verification were 0.64 and 0.54 respectively. As a results from model simulation, annual mean soil loss rates in terms of forest, paddy and upland were 0.02 ton/ha/yr, 0.15 ton/ha/yr and 7.58 ton/ha/yr, respectively. The results show that the land use type of a upland has more significant impact on a total soil loss as well as a sediment yield than other types of land use. The sediment delivery ratio was determined to be about 0.35. In this study 2 land cover change scenarios for upland area were considered. These scenarios were used an input to SWAT model in order to evaluate their impact on soil loss and sediment delivery. The results show that a reduction of the upland area would reduce the soil loss and sediment yield.

Evaluation of Dynamic Delivery Quality Assurance Process for Internal Target Volume Based RapidArc

  • Song, Ju-Young
    • 한국의학물리학회지:의학물리
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    • 제28권4호
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    • pp.181-189
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    • 2017
  • The conventional delivery quality assurance (DQA) process for RapidArc (Varian Medical Systems, Palo Alto, USA), has the limitation that it measures and analyzes the dose in a phantom material and cannot analyze the dosimetric changes under the motional organ condition. In this study, a DQA method was designed to overcome the limitations of the conventional DQA process for internal target volume (ITV) based RapidArc. The dynamic DQA measurement device was designed with a moving phantom that can simulate variable target motions. The dose distribution in the real volume of the target and organ-at-risk (OAR)s were reconstructed using 3DVH with the ArcCHECK (SunNuclear, Melbourne, USA) measurement data under the dynamic condition. A total of 10 ITV-based RapidArc plans for liver-cancer patients were analyzed with the designed dynamic DQA process. The average pass rate of gamma evaluation was $81.55{\pm}9.48%$ when the DQA dose was measured in the respiratory moving condition of the patient. Appropriate method was applied to correct the effect of moving phantom structures in the dose calculation, and DVH data of the real volume of target and OARs were created with the recalculated dose by the 3DVH program. We confirmed the valid dose coverage of a real target volume in the ITV-based RapidArc. The variable difference of the DVH of the OARs showed that dose variation can occur differently according to the location, shape, size and motion range of the target. The DQA process devised in this study can effectively evaluate the DVH of the real volume of the target and OARs in a respiratory moving condition in addition to the simple verification of the accuracy of the treatment machine. This can be helpful to predict the prognosis of treatment by the accurate dose analysis in the real target and OARs.

SLAM을 이용한 카메라 기반의 실내 배송용 자율주행 차량 구현 (Implementation of Camera-Based Autonomous Driving Vehicle for Indoor Delivery using SLAM)

  • 김유중;강준우;윤정빈;이유빈;백수황
    • 한국전자통신학회논문지
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    • 제17권4호
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    • pp.687-694
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    • 2022
  • 본 논문에서는 Visual 동시적 위치추정 및 지도작성(SLAM : Simultaneous Localization and Mapping)기술을 응용하여 실내에서 생성된 SLAM 맵을 기반으로 지정된 목적지에 물건을 배달하는 자율주행 차량 플랫폼을 제안하였다. 실내에서 SLAM 맵을 생성하기 위해 소형 자율주행 차량 플랫폼의 상단에 SLAM 맵 생성을 위한 심도 카메라를 설치하고 SLAM 맵 속에서의 정확한 위치추정을 하기 위해 추적 카메라를 장착하여 구현하였다. 또한, 목적지의 표찰을 인식하기 위해 합성곱 신경망(CNN : Convolutional neural network)을 사용하여 목적지에 정확하게 도착할 수 있도록 주행 알고리즘을 적용하여 설계하였다. 실내 배송 자율주행 차량을 실제로 제작하였고 SLAM 맵의 정확도 확인과 CNN을 통한 목적지 표찰 인식 실험을 수행하였다. 결과적으로 표찰 인식의 성공률을 향상시켜 구현한 실내 배송용 자율주행 차량의 활용 적합성 여부를 확인하였다.

A DEVELOPMENT OF INTELLIGENT CONSTRUCTION LIFT-CAR TOOLKIT DEVICE FOR CONSTRUCTION VERTICAL LOGISTICS MANAGEMENT

  • Chang-Yeon Cho;Soon-Wook Kwon;Tae-Hong Shin;Sang-Yoon Chin;Yea-Sang Kim;Joo-Hyung Lee
    • 국제학술발표논문집
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    • The 3th International Conference on Construction Engineering and Project Management
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    • pp.242-249
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    • 2009
  • High-rise construction sites, especially those situated in spatially constrained urban areas, have difficulties in timely delivery of materials. Modern techniques such as Just-in-time delivery, and use of information technology such as Project Management Information System (PMIS), are targeted to improve the efficiency of the logistics. Such IT-driven management techniques can be further benefited from state-of-the-art devices such as Radio Frequency Identification (RFID) tags and Ubiquitous Sensor Networks (USN), which has resulted in notable achievements in automated logistics management at the construction sites. Based on those achievements, this research develops USN hardware toolkits for construction lifts, which aims to be automated the vertical material delivery by sensing the material information and routing it automatically to the right place. The gathered information from the sensors can also be used for monitoring the overall status. The developed system will be tested in the actual high-rise construction sites to assess the system's feasibility. The proposed system is being implemented using Zigbee communication modules and RFID sensor networks which will communicate with the intelligent palette system (previously developed by the authors). To support the system, a lift-mountable intelligent toolkit is under development. Its feasibility test will be conducted by applying the implemented system to a test bed and then analyzing efficiency of the system and the toolkit. The collected test data will be provided as a basis of autonomous vertical transport equipment development. From this research, efficient management of the material lift is expected with increased accuracy, as well as better management of overall construction schedule benefited from the system. Further research will be expected to develop a smart construction lift, which will eliminate the need for human supervision, thus enabling a real 'autonomous' operation of the system.

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세기변조방사선치료에서 Pitch와 Roll 변화에 따른 선량전달 정확성 평가 (Evaluation of dose delivery accuracy due to variation in pitch and roll)

  • 정창영;배선명;이동형;민순기;강태영;백금문
    • 대한방사선치료학회지
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    • 제26권2호
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    • pp.239-245
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    • 2014
  • 목 적 : 세기변조방사선치료에서(Intensity modulated radiation therapy,IMRT) 6D robotic couch의 pitch 와 roll 변화에 따른 선량전달의 정확성을 평가하고자 한다. 대상 및 방법 : Trilogy(Varian Medical Systems, USA)와 6D robotic couch(ProturaTM 1.4, CIVCO, USA)를 사용하여 골반부위의 세기변조방사선치료를 진행한 14명의 환자를 대상으로 영상유도 시 발생한 pitch 와 roll 방향의 오차 값과 발생빈도를 분석하였다. 오차의 변화에 따른 선량전달 정확성의 차이를 평가하기 위해 pitch 와 roll의 변화가 $0^{\circ}$인 상태의 측정치를 기준으로 각각 $1.0^{\circ}$, $1.5^{\circ}$, $2.0^{\circ}$, $2.5^{\circ}$로 변화시킨 경우에 대하여 2차원 이온전리함 배열 검출기(I'mRT Matrixx, IBA Dosimetry,Germany)와 MultiCube Phantom(IBA Dosimetry, Germany)를 이용하여 측정 후 감마지수(3 mm, 3%)의 비교평가를 실시하였다. 실험에는 Dynamic Multi-Leaf Collimator의 sliding window기법을 사용한 3명의 자궁경부암 치료계획을 적용하였다. 결 과 : 대상 환자의 영상(3D/3D Match 78건, 2D/2D match 79건)을 분석한 결과 pitch 와 roll의 평균 오차값은 $0.9^{\circ}{\pm}0.7$, $0.5^{\circ}{\pm}0.6$, 최대 값은 $2.8^{\circ}$, $2.0^{\circ}$로 분석되었고, 최소값은 pitch 와 roll 모두 $0^{\circ}$으로 나타났다. 각각의 조건에서 측정된 선량전달에 대하여 감마지수를 이용하여 비교한 결과, pitch가 $1.0^{\circ}$, $1.5^{\circ}$, $2.0^{\circ}$, $2.5^{\circ}$일 때 gamma pass rate의 평균은 각각 97.75%, 96.65%, 94.38%, 90.91%, roll의 경우 $1.0^{\circ}$, $1.5^{\circ}$, $2.0^{\circ}$, $2.5^{\circ}$에서 평균 93.68%, 93.05%, 87.77%, 84.96%로 나타났고, pitch 와 roll을 동시에 변화시킨 경우 $1.0^{\circ}$, $1.5^{\circ}$, $2.0^{\circ}$에서 평균 94.90%, 92.37%, 87.88%의 결과 값을 얻었다. 결 론 : 대상 환자의 영상 유도 시 pitch 와 roll의 오차 발생률은 전체 치료 횟수에서 각각 82.20%, 72.20%로 분석되었고, 감마지수를 통해 오차 값이 커질수록 선량전달의 정확성이 낮아진다는 것을 확인할 수 있었다. 세기변조방사선치료 시 선량전달의 정확성을 높이기 위해서는 정확한 자세잡이와 더블어 적절한 영상유도를 통해서 pitch 와 roll 방향으로 발생할 수 있는 오차를 줄이도록 노력해야 할 것으로 사료된다.

공압실린더를 활용한 롤 피더의 간헐적 스트립 스톡 진행 정밀도 분석 (Intermittent Strip Stock Advancing Accuracy Analysis of a Prototype Pneumatic Cylinder Driven Roll Feeder)

  • 서정덕;권순홍
    • 한국생산제조학회지
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    • 제19권3호
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    • pp.353-358
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    • 2010
  • This research introduces a new and improved design for a pneumatic cylinder driven roll feeder wherein each of the principal rotating feeder parts is configured so as to have feeding accuracy and to be low manufacturing cost. The feed pitch accuracy of the proposed roll feeder was evaluated by measuring lengths of cut offs of the strip stock with a shear attached to an air press. The air press was designed, manufactured, and mounted on the same table of the proposed roll feeder such that the strip stock maintained horizontal plane until the strip stock entered into the shear. The proposed roll feeder and the air press were designed to be operated automatically by a PLC employed controller. The feed pitch accuracy of the proposed roll feeder was analyzed by setting the pitch as 10, 12.5, and 15mm. At each predetermined feed pitch, the proposed roll feeder was tested 300 times as one test set and replicated three times. The average lengths of the cut offs of the strip stock ranged from 9.98 to 10.13mm, from 12.42 to 12.57mm, and from 14.96 to 15.06mm at the predetermined 10, 12.5, and 15mm feed pitch, respectively, among the total of 900 samples of each feed pitch. Main cause of variation of the length of the cut off of the strip stock fed by the proposed roll feeder was considered to be fluctuation of the air press during recompressing period of the air compressor to pressurize the air in the air tank. The largest difference between the maximum and the minimum length of the cut off was appeared while the air compressor recompressing the air. The air compressor used for this study restricted the air delivered to the proposed roll feeder while it was still running. Thus, this air delivery restriction problem should be improved by stabilizing the air press while the proposed roll feeder is running.