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[Author] Yutaka ARAKAWA(8hit)

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  • User Location in Picocells -- A Paging Algorithm Derived from Measured Data

    Stephan WANKE  Hiroshi SAITO  Yutaka ARAKAWA  Shinsuke SHIMOGAWA  

     
    PAPER-Network

      Vol:
    E93-B No:9
      Page(s):
    2291-2298

    We present a new paging algorithm for wireless networks with ultra-short-range radio access links (picocells). The ubiquitous office (u-office) network is a good example of such a network, and we present some u-office example applications. In addition, we show that conventional paging algorithms are not feasible in such networks. Therefore, we derived a new paging algorithm from the measurement results of an experimental sensor network with short-range wireless links deployed in our office. We equipped persons with sensors and deployed sensor readers at selected places in our office. The sensors transmit messages to the sensor readers at regular intervals. If no sensor reader is in range, the message is lost. Our main observation is that, if a picocell shows an attraction property to a certain person, the residence time of an attached mobile terminal is not gamma distributed (as described in the literature) and the probability of long-lasting residences increases. Thus, if the residence time is larger than a certain threshold, the probability of a long-lasting residence time increases if a sensor reader location has an attraction property to a person. Based on this observation, our proposed paging algorithm registers the location of the mobile terminal only when the residence time in the cell is longer than a predetermined constant. By appropriately setting this constant, we can significantly reduce the registration message frequency while ensuring that the probability of the network successfully connecting to a mobile terminal remains high.

  • Design and Implementation of Sensor-Embedded Chair for Continuous Sitting Posture Recognition

    Teruhiro MIZUMOTO  Yasuhiro OTODA  Chihiro NAKAJIMA  Mitsuhiro KOHANA  Motohiro UENISHI  Keiichi YASUMOTO  Yutaka ARAKAWA  

     
    PAPER-Office Information Systems, e-Business Modeling

      Pubricized:
    2020/02/05
      Vol:
    E103-D No:5
      Page(s):
    1067-1077

    In this paper, we design and develop a sensor-embedded office chair that can measure the posture of the office worker continuously without disturbing their job. In our system, eight accelerometers, that are attached at the back side of the fabric surface of the chair, are used for recognizing the posture. We propose three sitting posture recognition algorithms by considering the initial position of the chair and the difference of physique. Through the experiment with 28 participants, we confirm that our proposed chair can recognize the sitting posture by 75.4% (algorithm 1), 83.7% (algorithm 2), and 85.6% (algorithm 3) respectively.

  • Probabilistic Broadcast-Based Cache Invalidation Scheme for Location Dependent Data in Mobile Environments

    Shigeaki TAGASHIRA  Yutaka KAMINISHI  Yutaka ARAKAWA  Teruaki KITASUKA  Akira FUKUDA  

     
    PAPER-Data Engineering, Web Information Systems

      Vol:
    E94-D No:8
      Page(s):
    1590-1601

    Data caching is widely known as an effective power-saving technique, in which mobile devices use local caches instead of original data placed on a server, in order to reduce the power consumption necessary for network accesses. In such data caching, a cache invalidation mechanism is important in preventing these devices from unintentionally accessing invalid data. In this paper, we propose a broadcast-based protocol for cache invalidation in a location-aware system. The proposed protocol is designed to reduce the access time required for obtaining necessary invalidation reports through broadcast media and to avoid client-side sleep fragmentation while retrieving the reports. In the proposed protocol, a Bloom filter is used as the data structure of an invalidation report, in order to probabilistically check the invalidation of caches. Furthermore, we propose three broadcast scheduling methods that are intended to achieve flexible broadcasting structured by the Bloom filter: fragmentation avoidance scheduling method (FASM), metrics balancing scheduling method (MBSM), and minimizing access time scheduling method (MASM). The broadcast schedule is arranged for consecutive accesses to geographically neighboring invalidation reports. In addition, the effectiveness of the proposed methods is evaluated by simulation. The results indicate that the MBSM and MASM achieve a high rate of performance scheduling. Compared to the FASM, the MBSM reduces the access time by 34%, while the fragmentations on the resultant schedule increase by 40%, and the MASM reduces the access time by 40%, along with an 85% increase in the number of fragmentations.

  • Performance Evaluation of Grid Computing with Parallel Routes Transmission

    Hiroyuki MIYAGI  Yusuke OKAZAKI  Ryota USUI  Yutaka ARAKAWA  Satoru OKAMOTO  Naoaki YAMANAKA  

     
    LETTER

      Vol:
    E91-B No:12
      Page(s):
    3882-3885

    In a grid computing environment, the network characteristics such as bandwidth and latency affect the task performance. The demands for bandwidth of wide-area networks become large and it reaches more than 100 Gbps. In this article, we focus on parallel routes transmission, such as link aggregation, to realize large bandwidth network. The performance of grid computing with parallel routes transmission is evaluated on the emulated wide-area network.

  • Resource Minimization Method Satisfying Delay Constraint for Replicating Large Contents

    Sho SHIMIZU  Hiroyuki ISHIKAWA  Yutaka ARAKAWA  Naoaki YAMANAKA  Kosuke SHIBA  

     
    PAPER-Fundamental Theories for Communications

      Vol:
    E92-B No:10
      Page(s):
    3102-3110

    How to minimize the number of mirroring resources under a QoS constraint (resource minimization problem) is an important issue in content delivery networks. This paper proposes a novel approach that takes advantage of the parallelism of dynamically reconfigurable processors (DRPs) to solve the resource minimization problem, which is NP-hard. Our proposal obtains the optimal solution by running an exhaustive search algorithm suitable for DRP. Greedy algorithms, which have been widely studied for tackling the resource minimization problem, cannot always obtain the optimal solution. The proposed method is implemented on an actual DRP and in experiments reduces the execution time by a factor of 40 compared to the conventional exhaustive search algorithm on a Pentium 4 (2.8 GHz).

  • Dynamic Load-Distribution Method of uTupleSpace Data-Sharing Mechanism for Ubiquitous Data Open Access

    Yutaka ARAKAWA  Keiichiro KASHIWAGI  Takayuki NAKAMURA  Motonori NAKAMURA  

     
    PAPER

      Vol:
    E97-D No:4
      Page(s):
    644-653

    The number of networked devices of sensors and actuators continues to increase. We are developing a data-sharing mechanism called uTupleSpace as middleware for storing and retrieving ubiquitous data that are input or output by such devices. uTupleSpace enables flexible retrieval of sensor data and flexible control of actuator devices, and it simplifies the development of various applications. Though uTupleSpace requires scalability against increasing amounts of ubiquitous data, traditional load-distribution methods using a distributed hash table (DHT) are unsuitable for our case because of the ununiformity of the data. Data are nonuniformly generated at some particular times, in some particular positions, and by some particular devices, and their hash values focus on some particular values. This feature makes it difficult for the traditional methods to sufficiently distribute the load by using the hash values. Therefore, we propose a new load-distribution method using a DHT called the dynamic-help method. The proposed method enables one or more peers to handle loads related to the same hash value redundantly. This makes it possible to handle the large load related to one hash value by distributing the load among peers. Moreover, the proposed method reduces the load caused by dynamic load-redistribution. Evaluation experiments showed that the proposed method achieved sufficient load-distribution even when the load was concentrated on one hash value with low overhead. We also confirmed that the proposed method enabled uTupleSpace to accommodate the increasing load with simple operational rules stably and with economic efficiency.

  • Collaborative Filtering for Position Estimation Error Correction in WLAN Positioning Systems

    Shigeaki TAGASHIRA  Yuhei KANEKIYO  Yutaka ARAKAWA  Teruaki KITASUKA  Akira FUKUDA  

     
    PAPER

      Vol:
    E94-B No:3
      Page(s):
    649-657

    A critical problem with wireless LAN-based positioning systems is the degradation in position estimation accuracy due to complex variation in the strength of the received signal, which originates in the nature of the underlying wireless channel. Handling such variation effectively is essential for the creation of practical wireless LAN-based positioning systems. In this paper, we propose a collaborative mechanism for correcting position estimation errors. The main objective is to assist users in correcting estimation errors manually by providing access to a shared body of accumulated information on corrections made by many other users. In particular, the mechanism is designed to enable any group of users to collaboratively build upon this body of information. Finally, we evaluate the effectiveness of the proposed mechanism through experiments. The results confirm that the proposed mechanism can provide effective estimation error correction in a realistic environment.

  • Frame Loss Evaluation of Optical Layer 10 Gigabit Ethernet Protection Switching Using PLZT Optical Switch System

    Satoru OKAMOTO  Sho SHIMIZU  Yutaka ARAKAWA  Naoaki YAMANAKA  

     
    LETTER-Network

      Vol:
    E92-B No:3
      Page(s):
    1017-1019

    Frame loss of the optical layer protection switching using Plumbum Lanthanum Zirconium Titanium (PLZT) optical switch is evaluated. Experimental results show that typically 62 µs guard time is required for commercially available non-burst mode 10 Gigabit Ethernet modules.