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Providing accurate and secure location-based services in mobile wireless networks.

机译:在移动无线网络中提供准确和安全的基于位置的服务。

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摘要

Using wireless devices to provide location-based services is an emerging area, which leads to increasing demand and diverse requirements on the services including those in asset tracking, social networking, mobile commerce and advertising, and physical security. This thesis focuses on providing accurate and secure location-based services in mobile wireless networks including developing accurate and low cost device-based and device-free localization system, achieving efficient and effective data access and retrieval, and facilitating secure communication among mobile devices .;First of all, location information plays a key role enabling these applications in location-based services. To ensure the accuracy of localization, we design and develop accurate and low-cost localization system by using multi-frequencies and multi-powers. We focus on designing and developing techniques that characterize the multipath effect on localization algorithms when multiple sets of RSS data (via different frequency and power level) can be selected and used in the system.;Furthermore, although device-based localization have attracted much attention in location-based services, device-free passive localization is an emerging technology that enables locating targets without carrying any radio devices or actively partic- ipating in the wireless localization process. We demonstrate that our framework is flexible to work with any device-free localization method using signal strength and provides significant performance improvement under dynamically changing speed of the target. .;To provide effective location-based services, besides the localization accuracy, efficient data access and retrieval needs to be achieved in fully distributed wireless networks. The development of data-centric storage has enabled efficient data dissem- ination of wireless networks. We propose mechanisms to predict near likely nodes to achieve efficient data storage and retrieval in mobile wireless networks.;In addition to provide effective and efficient localization-based services, we explore to facilitate secure mobile devices while providing the location-based services. We thus propose a fully decentralized key management framework by utilizing the cryptography-based secret sharing method for mobile wireless devices. We develop the Transitive Prediction (TRAP) protocol that helps to maximize the chances of successful key share reconstruction and minimize the communication overhead, and in the meanwhile avoiding the degradation of the security guarantee of data access.
机译:使用无线设备提供基于位置的服务是一个新兴领域,这导致对服务的需求不断增加,对各种需求的要求也越来越高,包括资产跟踪,社交网络,移动商务和广告以及物理安全方面的需求。本文的重点是在移动无线网络中提供准确和安全的基于位置的服务,包括开发准确且低成本的基于设备和无设备的定位系统,实现高效有效的数据访问和检索,以及促进移动设备之间的安全通信。首先,位置信息在使这些应用程序在基于位置的服务中起着关键作用。为了确保定位的准确性,我们通过使用多频率和多功率来设计和开发准确且低成本的定位系统。当可以选择多组RSS数据(通过不同的频率和功率水平)并在系统中使用时,我们专注于设计和开发可表征多路径对定位算法的影响的技术。此外,尽管基于设备的定位引起了广泛关注在基于位置的服务中,无设备被动定位是一项新兴技术,可在不携带任何无线电设备或不主动参与无线定位过程的情况下定位目标。我们证明了我们的框架可灵活地与使用信号强度的任何无设备定位方法一起使用,并在目标速度动态变化的情况下显着提高了性能。为了提供有效的基于位置的服务,除了定位精度外,还需要在完全分布式的无线网络中实现有效的数据访问和检索。以数据为中心的存储技术的发展已实现了无线网络的高效数据分发。我们提出了一种机制来预测可能的节点,从而在移动无线网络中实现有效的数据存储和检索。除了提供有效和高效的基于本地化的服务之外,我们还将探索在提供基于位置的服务的同时促进安全的移动设备的发展。因此,我们通过为移动无线设备使用基于密码的秘密共享方法,提出了一种完全分散的密钥管理框架。我们开发了传递预测(TRAP)协议,该协议有助于最大化成功进行密钥共享重建的机会,并最大程度地减少通信开销,同时避免数据访问安全保证的降低。

著录项

  • 作者

    Zheng, Xiuyuan.;

  • 作者单位

    Stevens Institute of Technology.;

  • 授予单位 Stevens Institute of Technology.;
  • 学科 Electrical engineering.;Computer engineering.
  • 学位 Ph.D.
  • 年度 2014
  • 页码 193 p.
  • 总页数 193
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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