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6021-6040hit(20498hit)

  • Valid Digit and Overflow Information to Reduce Energy Dissipation of Functional Units in General Purpose Processors

    Kazuhito ITO  Takuya NUMATA  

     
    PAPER

      Vol:
    E96-C No:4
      Page(s):
    463-472

    In order to reduce the dynamic energy dissipation in CMOS LSIs, it is effective to reduce the frequency of value changes of the signals. In this paper, a data expression with the valid digit and lower digit overflow information is proposed to suppress unnecessary signal changes in integer functional units and registers of general purpose processors. Experimental results show that the proposed method reduces the energy dissipation by 9.8% for benchmark programs.

  • Design of CMOS Low-Noise Analog Circuits for Particle Detector Pixel Readout LSIs

    Fei LI  Masaya MIYAHARA  Akira MATSUZAWA  

     
    PAPER

      Vol:
    E96-C No:4
      Page(s):
    568-576

    This paper describes the analysis and design of low-noise analog circuits for a new architecture readout LSI, Qpix. In contrast to conventional readout LSIs using TOT method, Qpix measures deposited charge directly as well as time information. A preamplifier with a two-stage op amp and current-copy output buffers is proposed to realize these functions. This preamplifier is configured to implement a charge sensitive amplifier (CSA) and a trans-impedance amplifier (TIA). Design issues related to CSA are analyzed, which includes gain requirement of the op amp, stability and compensation of the two-stage cascode op amp, noise performance estimation, requirement for the resolution of the ADC and time response. The offset calibration method in the TIA to improve the charge detecting sensitivity is also presented. Also, some design principles for these analog circuits are presented. In order to verify the theoretical analysis, a 400-pixel high speed readout LSI: Qpix v.1 has been designed and fabricated in 180 nm CMOS process. Calculations and SPICE simulations show that the total output noise is about 0.31 mV (rms) at the output of the CSA and the offset voltage is less than 4 mV at the output of the TIA. These are attractive performances for experimental particle detector using Qpix v.1 chip as its readout LSI.

  • A Fixed Backoff-Time Switching Method for CSMA/CA Protocol in Wireless Mesh Networks

    Sritrusta SUKARIDHOTO  Nobuo FUNABIKI  Toru NAKANISHI  Kan WATANABE  Shigeto TAJIMA  

     
    PAPER-Wireless Communication Technologies

      Vol:
    E96-B No:4
      Page(s):
    1019-1029

    As a flexible and cost-efficient scalable Internet access network, we studied architectures, protocols, and design optimizations of the Wireless Internet-access Mesh NETwork (WIMNET). WIMNET is composed of multiple access points (APs) connected through multihop wireless communications on IEEE 802.11 standards. The increasing popularity of real-time applications such as IP-phones and IP-TV means that they should be supported in WIMNET. However, the contention resolution mechanism using a random backoff-time in the CSMA/CA protocol of 802.11 standards is not sufficient for handling real-time traffic in multihop wireless communications. In this paper, we propose a Fixed Backoff-time Switching (FBS) method for the CSMA/CA protocol to improve the real-time traffic performance in WIMNET by giving the necessary activation chances to each link. We implement our proposal on the QualNet simulator, and verify its effectiveness through simulations on three network topologies with four scenarios.

  • Machine Learning in Computer-Aided Diagnosis of the Thorax and Colon in CT: A Survey Open Access

    Kenji SUZUKI  

     
    INVITED SURVEY PAPER

      Vol:
    E96-D No:4
      Page(s):
    772-783

    Computer-aided detection (CADe) and diagnosis (CAD) has been a rapidly growing, active area of research in medical imaging. Machine leaning (ML) plays an essential role in CAD, because objects such as lesions and organs may not be represented accurately by a simple equation; thus, medical pattern recognition essentially require “learning from examples.” One of the most popular uses of ML is the classification of objects such as lesion candidates into certain classes (e.g., abnormal or normal, and lesions or non-lesions) based on input features (e.g., contrast and area) obtained from segmented lesion candidates. The task of ML is to determine “optimal” boundaries for separating classes in the multi-dimensional feature space which is formed by the input features. ML algorithms for classification include linear discriminant analysis (LDA), quadratic discriminant analysis (QDA), multilayer perceptrons, and support vector machines (SVM). Recently, pixel/voxel-based ML (PML) emerged in medical image processing/analysis, which uses pixel/voxel values in images directly, instead of features calculated from segmented lesions, as input information; thus, feature calculation or segmentation is not required. In this paper, ML techniques used in CAD schemes for detection and diagnosis of lung nodules in thoracic CT and for detection of polyps in CT colonography (CTC) are surveyed and reviewed.

  • A Survey on Statistical Modeling and Machine Learning Approaches to Computer Assisted Medical Intervention: Intraoperative Anatomy Modeling and Optimization of Interventional Procedures Open Access

    Ken'ichi MOROOKA  Masahiko NAKAMOTO  Yoshinobu SATO  

     
    SURVEY PAPER-Computer Assisted Medical Intervention

      Vol:
    E96-D No:4
      Page(s):
    784-797

    This paper reviews methods for computer assisted medical intervention using statistical models and machine learning technologies, which would be particularly useful for representing prior information of anatomical shape, motion, and deformation to extrapolate intraoperative sparse data as well as surgeons' expertise and pathology to optimize interventions. Firstly, we present a review of methods for recovery of static anatomical structures by only using intraoperative data without any preoperative patient-specific information. Then, methods for recovery of intraoperative motion and deformation are reviewed by combining intraoperative sparse data with preoperative patient-specific stationary data, which is followed by a survey of articles which incorporated biomechanics. Furthermore, the articles are reviewed which addressed the used of statistical models for optimization of interventions. Finally, we conclude the survey by describing the future perspective.

  • Efficient XML Retrieval Service with Complete Path Representation

    Hsu-Kuang CHANG  King-Chu HUNG  I-Chang JOU  

     
    PAPER-Data Engineering, Web Information Systems

      Vol:
    E96-D No:4
      Page(s):
    906-917

    Compiling documents in extensible markup language (XML) increasingly requires access to data services which provide both rapid response and the precise use of search engines. Efficient data service should be based on a skillful representation that can support low complexity and high precision search capabilities. In this paper, a novel complete path representation (CPR) associated with a modified inverted index is presented to provide efficient XML data services, where queries can be versatile in terms of predicates. CPR can completely preserve hierarchical information, and the new index is used to save semantic information. The CPR approach can provide template-based indexing for fast data searches. An experiment is also conducted for the evaluation of the CPR approach.

  • Parallel Acceleration Scheme for Monte Carlo Based SSTA Using Generalized STA Processing Element

    Hiroshi YUASA  Hiroshi TSUTSUI  Hiroyuki OCHI  Takashi SATO  

     
    PAPER

      Vol:
    E96-C No:4
      Page(s):
    473-481

    We propose a novel acceleration scheme for Monte Carlo based statistical static timing analysis (MC-SSTA). MC-SSTA, which repeatedly executes ordinary STA using a set of randomly generated gate delay samples, is widely accepted as an accuracy reference. A large number of random samples, however, should be processed to obtain accurate delay distributions, and software implementation of MC-SSTA, therefore, takes an impractically long processing time. In our approach, a generalized hardware module, the STA processing element (STA-PE), is used for the delay evaluation of a logic gate, and netlist-specific information is delivered in the form of instructions from an SRAM. Multiple STA-PEs can be implemented for parallel processing, while a larger netlist can be handled if only a larger SRAM area is available. The proposed scheme is successfully implemented on Altera's Arria II GX EP2AGX125EF35C4 device in which 26 STA-PEs and a 624-port Mersenne Twister-based random number generator run in parallel at a 116 MHz clock rate. A speedup of far more than10 is achieved compared to conventional methods including GPU implementation.

  • Outage Channel Capacity of Direct/Cooperative AF Relay Switched SC-FDMA Using Spectrum Division/Adaptive Subcarrier Allocation

    Masayuki NAKADA  Tatsunori OBARA  Tetsuya YAMAMOTO  Fumiyuki ADACHI  

     
    PAPER-Wireless Communication Technologies

      Vol:
    E96-B No:4
      Page(s):
    1001-1011

    In this paper, a direct/cooperative relay switched single carrier-frequency division multiple access (SC-FDMA) using amplify-and-forward (AF) protocol and spectrum division/adaptive subcarrier allocation (SDASA) is proposed. Using SDASA, the transmit SC signal spectrum is divided into sub-blocks, to each of which a different set of subcarriers (resource block) is adaptively allocated according to the channel conditions of mobile terminal (MT)-relay station (RS) link, RS-base station (BS) link, and MT-BS link. Cooperative relay does not always provide higher capacity than the direct communication. Switching between direct communication and cooperative relay is done depending on the channel conditions of MT-RS, RS-BS, and MT-BS links. We evaluate the achievable channel capacity by the Monte-Carlo numerical computation method. It is shown that the proposed scheme can reduce the transmit power by about 6.0 (2.0) dB compared to the direct communication (the cooperative AF relay) for a 1%-outage capacity of 3.0 bps/Hz.

  • Robust Cyclic ADC Architecture Based on β-Expansion

    Rie SUZUKI  Tsubasa MARUYAMA  Hao SAN  Kazuyuki AIHARA  Masao HOTTA  

     
    PAPER

      Vol:
    E96-C No:4
      Page(s):
    553-559

    In this paper, a robust cyclic ADC architecture with β-encoder is proposed and circuit scheme using switched-capacitor (SC) circuit is introduced. Different from the conventional binary ADC, the redundancy of proposed cyclic ADC outputs β-expansion code and has an advantage of error correction. This feature makes ADC robust against the offset of comparator capacitor mismatch and finite DC gain of amplifier in multiplying-DAC (MDAC). Because the power penalty of high-gain wideband amplifier and the required accuracy of circuit elements for high resolution ADC can be relaxed, the proposed architecture is suitable for deep submicron CMOS technologies beyond 90 nm. We also propose a β-value estimation algorithm to realize high accuracy ADC based on β-expansion. The simulation results show the effectiveness of proposed architecture and robustness of β-encoder.

  • A Synthesis Method for Decentralized Supervisors for Timed Discrete Event Systems

    Masashi NOMURA  Shigemasa TAKAI  

     
    LETTER-Concurrent Systems

      Vol:
    E96-A No:4
      Page(s):
    835-839

    In this paper, we study decentralized supervisory control of timed discrete event systems, where we adopt the OR rule for fusing local enablement decisions and the AND rule for fusing local enforcement decisions. For any specification language satisfying a certain assumption, we propose a method for constructing a decentralized supervisor that achieves its sublanguage. The proposed method does not require computing the achieved sublanguage.

  • Multi-Layer Virtual Slide Scanning System with Multi-Focus Image Fusion for Cytopathology and Image Diagnosis Open Access

    Hiroyuki NOZAKA  Tomisato MIURA  Zhongxi ZHENG  

     
    PAPER-Diagnostic Systems

      Vol:
    E96-D No:4
      Page(s):
    856-863

    Objective: The virtual slides are high-magnification whole digital images of histopathological tissue sections. The existing virtual slide system, which is optimized for scanning flat and smooth plane slides such as histopathological paraffin-embedded tissue sections, but is unsuitable for scanning irregular plane slides such as cytological smear slides. This study aims to develop a virtual slide system suitable for cytopathology slide scanning and to evaluate the effectiveness of multi-focus image fusion (MF) in cytopathological diagnosis. Study Design: We developed a multi-layer virtual slide scanning system with MF technology. Tumors for this study were collected from 21 patients diagnosed with primary breast cancer. After surgical extraction, smear slide for cytopathological diagnosis were manufactured by the conventional stamp method, fine needle aspiration method (FNA), and tissue washing method. The stamp slides were fixed in 95% ethanol. FNA and tissue washing samples were fixed in CytoRich RED Preservative Fluid, a liquid-based cytopathology (LBC). These slides were stained with Papanicolaou stain, and scanned by virtual slide system. To evaluate the suitability of MF technology in cytopathological diagnosis, we compared single focus (SF) virtual slide with MF virtual slide. Cytopathological evaluation was carried out by 5 pathologists and cytotechnologists. Results: The virtual slide system with MF provided better results than the conventional SF virtual slide system with regard to viewing inside cell clusters and image file size. Liquid-based cytology was more suitable than the stamp method for virtual slides with MF. Conclusion: The virtual slide system with MF is a useful technique for the digitization in cytopathology, and this technology could be applied to tele-cytology and e-learning by virtual slide system.

  • Indoor Scene Classification Based on the Bag-of-Words Model of Local Feature Information Gain

    Rong WANG  Zhiliang WANG  Xirong MA  

     
    LETTER-Image Recognition, Computer Vision

      Vol:
    E96-D No:4
      Page(s):
    984-987

    For the problem of Indoor Home Scene Classification, this paper proposes the BOW Model of Local Feature Information Gain. The experimental results show that not only the performance is improved but also the computation is reduced. Consequently this method out performs the state-of-the-art approach.

  • A Novel High-Resolution Propagation Measurement Scheme for Indoor Terrestrial TV Signal Reception Based on Two-Dimensional Virtual Array Technique

    Kazuo MOROKUMA  Atsushi TAKEMOTO  Yoshio KARASAWA  

     
    PAPER-Antennas and Propagation

      Vol:
    E96-B No:4
      Page(s):
    986-993

    We propose a novel propagation measurement scheme for terrestrial TV signal indoor reception based on a virtual array technique. The system proposed in this paper carries out two-branch recording of target signals and the reference signal. By using the signal phase reference in the reference signal, we clarify the spatial propagation characteristics obtained from the two-dimensional virtual array outputs. Outdoor measurements were performed first to investigate the validity of the proposed measurement system. The results confirm its effectiveness in accurately determining the direction-of-arrival (DOA). We then investigated the propagation characteristics in an indoor environment. The angular spectrum obtained showed clear wave propagation structure. Thus, our proposed system is promising as a very accurate measurement tool for indoor propagation analysis.

  • GA-Enhanced Thin Square Array with Cyclic Difference Sets

    Gina KWON  Keum-Cheol HWANG  Joon-Young PARK  Seon-Joo KIM  Dong-Hwan KIM  

     
    BRIEF PAPER-Electromagnetic Theory

      Vol:
    E96-C No:4
      Page(s):
    612-614

    A hybrid approach for the synthesis of square thinned arrays with low sidelobes is presented. The proposed method combines the advantages of a genetic algorithm and combinatorial technique-cyclic difference sets (CDSs). The peak sidelobe level (PSL) and the thinning factor are numerically evaluated to show the effectiveness and reliability of the proposed hybrid method. In the proposed GA-enhanced square arrays with the DS and the best CDS, reductions of the PSL, of 4.16 dB and 2.45 dB, respectively, were achieved as compared to the results of conventional rectangular DS and CDS arrays.

  • Survey of IPX (IP eXchange) as an Emerging International Interconnection between Telecommunication Networks

    Takaaki MORIYA  

     
    SURVEY PAPER-Network

      Vol:
    E96-B No:4
      Page(s):
    927-938

    The widespread adoption of IP-based telecommunication core networks is leading to a paradigm shift in international interconnection where the traditional Time-Division Multiplexing (TDM) interconnection between telecommunication networks is being replaced by IP interconnection. IP eXchange (IPX) is an emerging paradigm in international IP interconnection that has novel requirements, such as an end-to-end Quality of Service (QoS) guarantee across multiple carriers. IPX is a future direction for international telecommunications, but it is not easy to understand the overall concept of IPX because it is derived from a wide variety of services, technical knowledge, and telecommunication backgrounds. The confusion and complexity of the technical elements hinder the development of IPX. Thus, this paper clarifies the state-of-the-art technical elements from an IPX perspective and discusses ongoing challenges and emerging services on IPX, particularly end-to-end QoS, Voice over IP issues, IP Multimedia Subsystem (IMS) interworking, and Long Term Evolution (LTE) roaming. This paper also surveys published academic research studies that were not focused primarily on IPX but which are likely to provide potential solutions to the challenges.

  • Low-Complexity Soft-ML Detection Algorithm for Modified-DCM in WiMedia UWB Systems

    Kilhwan KIM  Jangyong PARK  Jihun KOO  Yongsuk KIM  Jaeseok KIM  

     
    LETTER-Wireless Communication Technologies

      Vol:
    E96-B No:3
      Page(s):
    910-913

    This letter proposes a low-complexity soft-detection algorithm for modified dual-carrier modulation (MDCM) in WiMedia ultra-wideband (UWB) systems. In order to reduce the complexity of soft-output maximum-likelihood detection (soft-MLD), which gives the optimal performance for MDCM symbols, the proposed algorithm utilizes the following three methods: real/imaginary separation, multiplierless distance calculation, and candidate set reduction. Through these methods, the proposed algorithm reduces the complexity of soft-MLD by 97%, while preventing the deterioration of its optimality. The performance of the proposed algorithm is demonstrated by simulations of 640–1024 Mbps transmission modes of the latest Release 1.5 standard of the WiMedia UWB.

  • Development and Applications of SQUIDs in Korea Open Access

    Yong-Ho LEE  Hyukchan KWON  Jin-Mok KIM  Kiwoong KIM  Kwon-Kyu YU  In-Seon KIM  Chan-Seok KANG  Seong-Joo LEE  Seong-Min HWANG  Yong-Ki PARK  

     
    INVITED PAPER

      Vol:
    E96-C No:3
      Page(s):
    307-312

    As sensitive magnetic sensors, magnetometers based on superconducting quantum interference devices can be used for the detection of weak magnetic fields. These signals can be generated by diverse origins, for example, brain electric activity, myocardium electric activity, and nuclear precession of hydrogen protons. In addition, weak current induced in the low-temperature detectors, for example, transition-edge sensors can be detected using SQUIDs. And, change of magnetic flux quantum generated in a superconducting ring can be detected by SQUID, which can be used for realization of mechanical force. Thus, SQUIDs are key elements in precision metrology. In Korea, development of low-temperature SQUIDs based on Nb-Josephson junctions was started in late 1980s, and Nb-based SQUIDs have been used mainly for biomagnetic measurements; magnetocardiography and magnetoencephalography. High-Tc SQUIDs, being developed in mid 1990s, were used for magnetocardiography and nondestructive evaluation. Recently, SQUID-based low-field nuclear magnetic resonance technology is under development. In this paper, we review the past progress and recent activity of SQUID applications in Korea, with focus on biomagnetic measurements.

  • Risk Assessment of a Portfolio Selection Model Based on a Fuzzy Statistical Test

    Pei-Chun LIN  Junzo WATADA  Berlin WU  

     
    PAPER-Fundamentals of Information Systems

      Vol:
    E96-D No:3
      Page(s):
    579-588

    The objective of our research is to build a statistical test that can evaluate different risks of a portfolio selection model with fuzzy data. The central points and radiuses of fuzzy numbers are used to determine the portfolio selection model, and we statistically evaluate the best return by a fuzzy statistical test. Empirical studies are presented to illustrate the risk evaluation of the portfolio selection model with interval values. We conclude that the fuzzy statistical test enables us to evaluate a stable expected return and low risk investment with different choices for k, which indicates the risk level. The results of numerical examples show that our method is suitable for short-term investments.

  • Global Asymptotic Stability of FAST TCP in the Presence of Time-Varying Network Delay and Cross Traffic

    Joon-Young CHOI  Hongju KIM  Soonman KWON  

     
    PAPER-Internet

      Vol:
    E96-B No:3
      Page(s):
    802-810

    We address the global asymptotic stability of FAST TCP, especially considering cross traffics, time-varying network feedback delay, and queuing delay dynamics at link. Exploiting the inherent dynamic property of FAST TCP, we construct two sequences that represent the lower and upper bound variations of the congestion window in time. By showing that the sequences converge to the equilibrium point of the congestion window, we establish that FAST TCP in itself is globally asymptotically stable without any specific conditions on the tuning parameter α or the update gain γ.

  • Perceptual Distortion Measure for Polygon-Based Shape Coding

    Zhongyuan LAI  Wenyu LIU  Fan ZHANG  Guang CHENG  

     
    LETTER-Image Processing and Video Processing

      Vol:
    E96-D No:3
      Page(s):
    750-753

    In this paper, we present a perceptual distortion measure (PDM) for polygon-based shape coding. We model the PDM as the salience of relevance triangle, and express the PDM by using three properties derived from the salience of visual part. Performance analysis and experimental results show that our proposal can improve the quality of the shape reconstruction when the object contour has sharp protrusions.

6021-6040hit(20498hit)