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Empirical modelling of spectrum use and evaluation of adaptive spectrum sensing in dynamic spectrum access networks

机译:动态频谱接入网络中频谱使用的经验建模和自适应频谱感知评估

摘要

The increasing popularity of wireless communication and multimedia applications yields a growing demand for radio spectrum. However, most of the commercially interesting spectrum has been assigned to various services and allocating further spectrum is a cumbersome process. Some authors claim that current policies are inefficient and cause an artificial spectrum scarcity. Recent measurements support these statements by showing that significant amount of spectrum is underutilized. Secondary use of licensed but vacant spectrum has been proposed as solution to this problem and several architectures for Dynamic Spectrum Access (DSA) have been studied. The most popular one assumes prioritized Primary Users (PUs), who often possess the spectrum license, and Secondary Users (SUs) that opportunistically access spectrum bands left idle by the PUs. The SUs search for vacant spectrum bands, so-called spectrum sensing, and may exploit these as long as the secondary emissions do not cause harmful interference to the primary system. Most measurement activities have been carried out in the USA and there is a lack of comparable results from Europe. Additionally, the scope of most campaigns has been limited to selected spectrum bands or the sole estimation of the duty cycle. Similarly, only simplified models focused on single aspects of spectrum use are available that prevent a more complete study. We address these shortcomings in this thesis and present an integrated approach to spectrum modelling and evaluation of DSA. The empirical work spans from the careful design of two flexible measurement setups to the execution of extensive spectrum measurements in various scenarios and two European countries. We confirm that considerable amount of spectrum is underutilized and verify further analytical results on cooperative sensing. Based on the gathered measurement data, we identify main properties of spectrum use and present models that reproduce almost all determined characteristics. In this process, special care is taken to develop a generic modelling methodology not specific to our measurement scenarios but still provide realistic model parameters. As example for model applications we study adaptive spectrum sensing using a renewal theory based problem formulation. Exploiting knowledge on spectrum use statistics enables performance enhancements although we also point out that the gains computed in previous analytical studies can hardly be accomplished under more realistic conditions. This result shows the importance of accurate and comprehensive spectrum modelling as put forward in this thesis. Recent spectrum regulatory decisions to allow for secondary access in selected spectrum bands and the increasing number of standardization activities demonstrate the wider interest in DSA. However, most existing work has been limited in scope and focused on single system components. We believe that the presented modelling methodology and the listed parameters provide a valuable basis for further DSA research under well justifiable assumptions.
机译:无线通信和多媒体应用的日益普及对无线电频谱的需求不断增长。然而,大多数商业上有意义的频谱已经分配给各种服务,并且分配更多频谱是一个麻烦的过程。一些作者声称,当前的政策效率低下,并导致人为的频谱稀缺。最近的测量通过显示大量频谱未被充分利用来支持这些陈述。已经提出了将许可但闲置的频谱的二次使用作为解决此问题的方法,并且已经研究了几种用于动态频谱访问(DSA)的体系结构。最受欢迎的假设是优先拥有优先级的主要用户(PU)和次要用户(SU),优先级用户通常拥有频谱许可证,次要用户(SU)机会性地访问PU闲置的频段。 SU会搜索空闲的频谱带,即所谓的频谱感应,并可以利用这些频谱带,只要次级发射不会对初级系统造成有害干扰。大多数测量活动都在美国进行,而欧洲缺乏可比的结果。另外,大多数活动的范围仅限于选定的频段或占空比的唯一估计。同样,只有侧重于频谱使用单一方面的简化模型可用于阻止更全面的研究。我们在本文中解决了这些缺点,并提出了一种综合的方法来对DSA进行频谱建模和评估。经验工作涵盖了精心设计的两种灵活的测量设置,以及在各种场景和两个欧洲国家中执行广泛的频谱测量。我们确认大量频谱未被充分利用,并验证了有关协同传感的进一步分析结果。基于收集到的测量数据,我们确定频谱使用的主要属性,并提出可重现几乎所有确定特征的模型。在此过程中,将特别注意开发一种通用的建模方法,该方法并不特定于我们的测量场景,但仍可提供实际的模型参数。作为模型应用的示例,我们使用基于更新理论的问题公式研究自适应频谱感知。利用频谱使用统计知识可以提高性能,尽管我们还指出,以前的分析研究中计算出的收益很难在更现实的条件下实现。该结果表明了本文提出的准确而全面的频谱建模的重要性。最近允许在选定频谱中进行二次访问的频谱监管决策以及越来越多的标准化活动表明了对DSA的广泛兴趣。但是,大多数现有工作仅限于单个系统组件的范围。我们认为,在合理的假设下,提出的建模方法和所列参数为进一步DSA研究提供了宝贵的基础。

著录项

  • 作者

    Wellens Matthias;

  • 作者单位
  • 年度 2010
  • 总页数
  • 原文格式 PDF
  • 正文语种 eng
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