Hovering Data Clouds:: A decentralized and self-organizing information system

被引:0
|
作者
Wegener, Axel [1 ]
Schiller, Elad M.
Hellbrueck, Horst
Fekete, Sandor P.
Fischer, Stefan
机构
[1] Med Univ Lubeck, Inst Telemat, D-23538 Lubeck, Germany
[2] Tech Univ Braunschweig, Inst Math Optimierung, D-3300 Braunschweig, Germany
来源
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
With ever-increasing numbers of cars, traffic congestion on the roads is a very serious economic and environmental problem for our modern society. Existing technologies for traffic monitoring and management require stationary infrastructure. These approaches lack flexibility with respect to system deployment and unpredictable events (e.g., accidents). Moreover, the delivery of traffic reports from radio stations is imprecise and often outdated. In the project AutoNomos we aim at developing a decentralized system for traffic monitoring and managing, based on vehicular ad-hoc networks (VANETs). Our objective is to design a system for traffic forecasting that can deliver faster and more appropriate reactions to unpredictable events. In our design, cars collect traffic information, extract the relevant data, and generate traffic reports. A key concept are so-called Hovering Data Clouds (HDCs), which are based on, the insight that many crucial structures in traffic (e.g., traffic jams) lead an existence that is independent of the individual cars they are composed of. The result is an elegant, robust and self-organizing distributed information system. In this paper we demonstrate first experimental results.
引用
收藏
页码:243 / 247
页数:5
相关论文
共 50 条
  • [21] AN EXAMPLE OF A SELF-ORGANIZING SYSTEM
    VAGIN, VN
    RUDELSON, LY
    ENGINEERING CYBERNETICS, 1968, (06): : 33 - &
  • [22] THE BRAIN AS A SELF-ORGANIZING SYSTEM
    PASK, G
    BULLETIN OF THE BRITISH PSYCHOLOGICAL SOCIETY, 1961, (44): : A22 - A22
  • [23] Simulation studies of information propagation in a self-organizing distributed traffic information system
    Yang, Xu
    Recker, Will
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2005, 13 (5-6) : 370 - 390
  • [24] Information fusion for data dissemination in self-organizing wireless sensor networks
    Nakamura, EF
    Figueiredo, CMS
    Loureiro, AAF
    NETWORKING - ICN 2005, PT 1, 2005, 3420 : 585 - 593
  • [25] Design of a data driven control system with a self-organizing map
    Mitanda, Yuta
    Katayama, Masaru
    Yamamoto, Toru
    IEEJ Transactions on Electronics, Information and Systems, 2012, 132 (11) : 1813 - 1818
  • [26] Self-Organizing Redistribution of Bicycles in a Bike-Sharing System based on Decentralized Control
    Preisler, Thomas
    Dethlefs, Tim
    Renz, Wolfgang
    PROCEEDINGS OF THE 2016 FEDERATED CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SYSTEMS (FEDCSIS), 2016, 8 : 1471 - 1480
  • [27] Data management by self-organizing maps
    Kohonen, Teuvo
    COMPUTATIONAL INTELLIGENCE: RESEARCH FRONTIERS, 2008, 5050 : 309 - 332
  • [28] Self-Organizing Maps for imprecise data
    D'Urso, Pierpaolo
    De Giovanni, Livia
    Massari, Riccardo
    FUZZY SETS AND SYSTEMS, 2014, 237 : 63 - 89
  • [29] Structural Adaptations of Decentralized Coordination Processes in Self-Organizing Systems
    Preisler, Thomas
    Dethlefs, Tim
    Renz, Wolfgang
    2016 IEEE INTERNATIONAL CONFERENCE ON AUTONOMIC COMPUTING (ICAC), 2016, : 263 - 268
  • [30] Experiences with self-organizing, decentralized grids using the grid appliance
    David Isaac Wolinsky
    Panoat Chuchaisri
    Kyungyong Lee
    Renato Figueiredo
    Cluster Computing, 2013, 16 : 265 - 283