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Design of High-performance Pedestrian and Vehicle Detection Circuit using Haar-like Features (Haar-like 특징을 이용한 고성능 보행자 및 차량 인식 회로 설계)

  • Kim, Soo-Jin;Park, Sang-Kyun;Lee, Seon-Young;Cho, Kyeong-Soon
    • The KIPS Transactions:PartA
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    • v.19A no.4
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    • pp.175-180
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    • 2012
  • This paper describes the design of high-performance pedestrian and vehicle detection circuit using the Haar-like features. The proposed circuit uses a sliding window for every image frame in order to extract Haar-like features and to detect pedestrians and vehicles. A total of 200 Haar-like features per sliding window is extracted from Haar-like feature extraction circuit and the extracted features are provided to AdaBoost classifier circuit. In order to increase the processing speed, the proposed circuit adopts the parallel architecture and it can process two sliding windows at the same time. We described the proposed high-performance pedestrian and vehicle detection circuit using Verilog HDL and synthesized the gate-level circuit using the 130nm standard cell library. The synthesized circuit consists of 1,388,260 gates and its maximum operating frequency is 203MHz. Since the proposed circuit processes about 47.8 $640{\times}480$ image frames per second, it can be used to provide the real-time detection of pedestrians and vehicles.

Evaluating Performance of Energy Conservation Measures for Remodeling Educational Facilities - Focused on Deteriorated Middle School Buildings - (교육시설 리모델링을 위한 에너지 절감 요소기술의 성능 평가 - 노후 중학교 건물 중심으로 -)

  • Lhee, Sang-Choon;Choi, Young-Joon;Choi, Yool
    • KIEAE Journal
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    • v.12 no.4
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    • pp.105-110
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    • 2012
  • Recently, all of the world are facing with a serious environmental crisis of global warming due to excessive energy consumptions. The Korean Government, taking over 97% of dependence on foreign energy, has made various efforts on reducing energy and greenhouse gas emission under the motto of "Low-Carbon Green Growth". Since the building sector takes 24% of domestic energy consumption, many design standards and regulations on saving energy in new buildings have been established. However, applications of energy saving designs and techniques on the remodeling process at deteriorated buildings including educational ones have been lack. Under a situation where the number of deteriorated schools accounts for up to 50%, this paper evaluated the performances of factors for reducing energy at deteriorated middle school buildings through an energy simulation tool on a standard school model. As a result, among factors of insulation, window's SHGC, southern louver, indoor setup temperature, and system efficiency, all other factors except window's SHGC and southern louver proved contribute to reduce energy at deteriorated middle school buildings, compared with the baseline energy consumption.

Comparing Performances of Factors for Reducing Energy at Deteriorated Elementary School Buildings (노후 초등학교 건물에너지 절감을 위한 요소기술의 성능 비교)

  • Lhee, Sang-Choon;Choi, Young-Joon;Kim, Hyun-Ki;Choi, Yool
    • KIEAE Journal
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    • v.12 no.2
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    • pp.111-116
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    • 2012
  • Faced with the international issue of environmental problems from global warming and energy consumption, the Korean Government has made many efforts on reducing energy and $CO_2$ emission under the motto of "Low-Carbon Green Growth". In order to reduce energy in the building sector, severe design standards and regulations on saving energy in new buildings have been established. Now, it is necessary to focus on deteriorated buildings where applications of energy saving designs and techniques have been insufficient, for maximizing energy saving in the building sector. Specially, it is very important to reduce energy through the remodeling process at deteriorated school buildings which were built over 20 years ago and sharply changed into the excessive energy consumption structure from new educational curricula. Thus, this paper examined the effects of potential factors to reduce energy at deteriorated elementary school buildings using the energy simulation on the Visual DOE 4.0 program. Among applied factors of insulations, southern louver, window's SHGC, indoor setup temperature, and system efficiency, all factors except window's SHGC turned out contribute to reduce energy at the deteriorated elementary school buildings, compared with the baseline energy performance.

Thermal performance evaluation of Temperable Low-e glass window through Heating Energy consumption Analysis (난방에너지 사용량 분석을 통한 후강화 로이유리 창호의 단열성능 평가)

  • Jang, Cheol-Yong;Kim, Jeong-Gook;Ahn, Byung-Lip;Kim, Jun-Sup;Haan, Chan-Hoon
    • 한국태양에너지학회:학술대회논문집
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    • 2012.03a
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    • pp.200-205
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    • 2012
  • In the high oil price age, intensification of energy efficiency promotion in the building sector is required. Windows are dominating in large percent of whole building loads, and are regarding as the primary target of energy efficiency. In this study, in order to reduce heat loss of buildings, we investigate the thermal performance properties of Temperable Low-e glazing coated Ag membrane that has high electrical conductivity. The Temperable Low-e glazing windows has high insulation and shading properties, and it has strength that can supply various product which consumers want. In order to evaluate thermal performance of temperable windows, we install single low-e windows and double low-e windows in the experimental chamber and analysis the comparison heating energy consumption between single and double Low-e glazing windows. performance evaluation was conducted.

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Memory Characteristics of High Density Self-assembled FePt Nano-dots Floating Gate with High-k $Al_2O_3$ Blocking Oxide

  • Lee, Gae-Hun;Lee, Jung-Min;Yang, Hyung-Jun;Kim, Kyoung-Rok;Song, Yun-Heub
    • Proceedings of the Korean Vacuum Society Conference
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    • 2012.02a
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    • pp.388-388
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    • 2012
  • In this letter, We have investigated cell characteristics of the alloy FePt-NDs charge trapping memory capacitors with high-k $Al_2O_3$ dielectrics as a blocking oxide. The capacitance versus voltage (C-V) curves obtained from a representative MOS capacitor embedded with FePt-NDs synthesized by the post deposition annealing (PDA) treatment process exhibit the window of flat-band voltage shift, which indicates the presence of charge storages in the FePt-NDs. It is shown that NDs memory with high-k $Al_2O_3$ as a blocking oxide has performance in large memory window and low leakage current when the diameter of ND is below 2 nm. Moreover, high-k $Al_2O_3$ as a blocking oxide increases the electric field across the tunnel oxide, while reducing the electric field across the blocking layer. From this result, this device can achieve lower P/E voltage and lower leakage current. As a result, a FePt-NDs device with high-k $Al_2O_3$ as a blocking oxide obtained a~7V reduction in the programming voltages with 7.8 V memory.

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Dynamically Alternating Power Saving Scheme for IEEE 802.16e Mobile Broadband Wireless Access Systems

  • Chang, Jau-Yang;Lin, Yu-Chen
    • Journal of Communications and Networks
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    • v.14 no.2
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    • pp.179-187
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    • 2012
  • Power saving is one of the most important features that extends the lifetime of portable devices in mobile wireless networks. The IEEE 802.16e mobile broadband wireless access system adopts a power saving mechanism with a binary truncated exponent algorithm for determining sleep intervals. When using this standard power saving scheme, there is often a delay before data packets are received at the mobile subscriber station (MSS). In order to extend the lifetime of a MSS, the battery energy must be used efficiently. This paper presents a dynamically alternating sleep interval scheduling algorithm as a solution to deal with the power consumption problem. We take into account different traffic classes and schedule a proper sequence of power saving classes. The window size of the sleep interval is calculated dynamically according to the packet arrival rate. We make a tradeoff between the power consumption and packet delay. The method achieves the goal of efficiently reducing the listening window size, which leads to increased power saving. The performance of our proposed scheme is compared to that of the standard power saving scheme. Simulation results demonstrate the superior performance of our power saving scheme and its ability to strike the appropriate performance balance between power saving and packet delay for a MSS in an IEEE 802.16e mobile broadband wireless access system.

Effects of Covariance Modeling on Estimation Accuracy in an IMU-based Attitude Estimation Kalman Filter (IMU 기반 자세 추정 칼만필터에서 공분산 모델링이 추정 정확도에 미치는 영향)

  • Choi, Ji Seok;Lee, Jung Keun
    • Journal of Sensor Science and Technology
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    • v.29 no.6
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    • pp.440-446
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    • 2020
  • A well-known difficulty in attitude estimation based on inertial measurement unit (IMU) signals is the occurrence of external acceleration under dynamic motion conditions, as the acceleration significantly degrades the estimation accuracy. Lee et al. (2012) designed a Kalman filter (KF) that could effectively deal with the acceleration issue. Ahmed and Tahir (2017) modified this method by adjusting the acceleration-related covariance matrix because they considered covariance modeling as a pivotal factor in the estimation accuracy. This study investigates the effects of covariance modeling on estimation accuracy in an IMU-based attitude estimation KF. The method proposed by Ahmed and Tahir can be divided into two: one uses the covariance including only diagonal components and the other uses the covariance including both diagonal and off-diagonal components. This paper compares these three methods with respect to the motion condition and the window size, which is required for the methods by Ahmed and Tahir. Experimental results showed that the method proposed by Lee et al. performed the best among the three methods under relatively slow motion conditions, whereas the modified method using the diagonal covariance with a high window size performed the best under relatively fast motion conditions.

Dynamic Analysis of National R&D Projects' Qualitative Efficiency (국가연구개발사업 질적 효율성의 동태적 분석)

  • Kim, Kyungsoo;Cho, Namwook
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.15 no.1
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    • pp.9-20
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    • 2019
  • Korea's R&D investment has significantly increased in recent years. However, the efficiency of R&D investment is still in question. In order to examine the ways to improve the efficiency of R&D investment, this paper presents dynamic analysis on both quantitative and qualitative efficiency of R&D projects. A Data Envelopment Analysis(DEA)/Window method is used to analyze static and dynamic efficiencies of Industrial Material R&D projects in Korea from 2012 to 2016. As a result, statistically significant differences between quantitative and qualitative efficiency have been found. It has been observed that characteristics of Decision Making Units(DMUs) have an impact on both static and dynamic efficiencies. In particular, textile and ceramic projects showed relatively stable qualitative efficiency for a short-term perspective, while steel and chemical projects showed such stability for a long-term perspective. Among the types of project principals, universities showed relatively stable efficiency, compared with private sectors and research institutes. The results of this paper can be used as a guideline to manage the performance and stability of R&D projects' efficiency.

A Study on the Efficiency of Join Operation On Stream Data Using Sliding Windows (스트림 데이터에서 슬라이딩 윈도우를 사용한 조인 연산의 효율에 관한 연구)

  • Yang, Young-Hyoo
    • Journal of the Korea Society of Computer and Information
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    • v.17 no.2
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    • pp.149-157
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    • 2012
  • In this thesis, the problem of computing approximate answers to continuous sliding-window joins over data streams when the available memory may be insufficient to keep the entire join state. One approximation scenario is to provide a maximum subset of the result, with the objective of losing as few result tuples as possible. An alternative scenario is to provide a random sample of the join result, e.g., if the output of the join is being aggregated. It is shown formally that neither approximation can be addressed effectively for a sliding-window join of arbitrary input streams. Previous work has addressed only the maximum-subset problem, and has implicitly used a frequency based model of stream arrival. There exists a sampling problem for this model. More importantly, it is shown that a broad class of applications for which an age-based model of stream arrival is more appropriate, and both approximation scenarios under this new model are addressed. Finally, for the case of multiple joins being executed with an overall memory constraint, an algorithm for memory allocation across the join that optimizes a combined measure of approximation in all scenarios considered is provided.

Cognition and Practice of Standard Precautions towards Hospital Infection Control in Emergency Medical Technology Students (응급구조학과 학생의 병원감염관리 표준지침의 인지와 수행에 관한 연구)

  • Kim, Jin-Uk;Kim, Yoon-Shin;Ji, Hyun-Kyung;Bae, Ki-Sook
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.1
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    • pp.264-273
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    • 2014
  • The aim of the study is to investigate the awareness and practice of Standard Precautions towards Hospital Infection Control in Emergency medical technology students. Data were collected from 289 questionnaires from March 20, 2012 to April 25, 2012. The data were analyzed using SPSS 18.0 for window(SPSS Inc, USA) with the level of significance as 0.05. According to the results, significant differences were shown in gender, infection control education and infection control educational institutions. The factors influencing the practice of standard precautions were found to be the times of the contact to blood, body fluid, mucus, or the skin with lesions and the cognition of standard precautions. Cognition level of the EMT students was high but the practice level was low. Based on the results of this study, it is proposed to develop an effective educational program to improve the cognition and practice, and to improve the cognition and practice of the standard precaution through the systematic and repetitive education and training.