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Analysis of channel fragmentation in dynamic spectrum access networks.

机译:分析动态频谱接入网络中的信道碎片。

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摘要

In light of current and projected demands of wireless communications, techniques are needed to make more efficient use of the wireless spectrum. In one class of applications, certain bands of the wireless spectrum are not licensed to specific users, but instead are reserved for users that compete for channel allocation on a dynamic basis; this dynamic spectrum allocation is also envisioned for cognitive radio networks in which unlicensed users compete for bandwidth within the temporarily unused channels, or the white spaces of active channels, of licensed users. Reconfigurability is a key property of the opportunistic users: Their channels may consist of a number of disjoint sub-bands allocated to them dynamically; a channel is not simply a fixed, single continuous band of frequencies. Exploiting this property leads to new and intriguing fragmentation issues. We study a baseline mathematical model of these issues and arrive at a number of important insights that need to be borne in mind in system design. The model and its analysis also applies in the domain of computer resource allocation, viz., linked-list implementations of dynamic storage allocation, in which the spectrum becomes a storage unit and bandwidth requests become requests for blocks of storage. We adopt the most basic model in which a spectrum is shared by unlicensed users only, each characterized by a desired total bandwidth and the duration of a time interval over which it is needed. As users come and go, gaps of available bandwidth develop randomly in both size and position. When allocating bandwidth to a user's channel, the spectrum is searched for gaps to be allocated to the channel until the full requested bandwidth has been provided. Fundamental questions that we address include: Is the number of fragments (sub-bands) into which a user's channel is divided a stable process (e.g., can fragmentation increase indefinitely?) Is there a relation between the numbers of users and gaps similar to the 50% Rule of dynamic storage allocation? Are there normal limit laws similar to those of other fragmentation problems? Rigorous proofs of stability provide new, hard-won contributions to theoretical foundations of fragmentation. A rigorous proof of a 50% Limit Law makes a further such contribution. Answers to the many other questions posed in this thesis are observed experimentally; a number of the results are rather surprising at first glance, but plausible derivations are given for each. The thesis concludes with a number of intriguing open problems dealing with more general assumptions, problems that can be profitably addressed by experimental studies using the simulation tool of this thesis.
机译:鉴于当前和预期的无线通信需求,需要技术来更有效地利用无线频谱。在一类应用中,无线频谱的某些频段未授权给特定用户,而是保留给动态竞争信道分配的用户使用;还为认知无线电网络设想了这种动态频谱分配,在该认知无线电网络中,未许可用户在许可用户的临时未使用信道或活动信道的空白内竞争带宽。可重构性是机会用户的关键属性:他们的信道可能由动态分配给他们的许多不相交的子带组成;信道不仅是固定的单个连续频带。利用此属性会导致新的有趣的碎片问题。我们研究了这些问题的基线数学模型,并得出了在系统设计中需要牢记的许多重要见解。该模型及其分析还适用于计算机资源分配领域,即动态存储分配的链表实现,其中频谱成为存储单元,带宽请求成为对存储块的请求。我们采用最基本的模型,其中频谱仅由未授权用户共享,每个频谱均以所需的总带宽和所需时间间隔的持续时间为特征。随着用户的来去,可用带宽的缺口在大小和位置上都会随机发展。在为用户的信道分配带宽时,在频谱中搜索要分配给该信道的间隙,直到提供了全部请求的带宽为止。我们要解决的基本问题包括:将用户信道划分成的片段(子带)的数量是否稳定(例如,片段是否可以无限增加?)。 50%的动态存储分配规则?是否存在类似于其他碎片问题的正常极限法则?严格的稳定性证明为破碎的理论基础提供了来之不易的新贡献。严格的《 50%极限法》证明进一步做出了这样的贡献。对本文提出的许多其他问题的答案是通过实验观察到的。乍一看,许多结果都令人惊讶,但每个结果都给出了合理的推导。本文以许多有趣的未解决问题作为结论,这些问题涉及更笼统的假设,这些问题可以通过使用本文的仿真工具进行实验研究来有益地解决。

著录项

  • 作者

    Tarumi, Shuzo.;

  • 作者单位

    Columbia University.;

  • 授予单位 Columbia University.;
  • 学科 Engineering Electronics and Electrical.;Computer Science.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 143 p.
  • 总页数 143
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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