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Analysis of Non-Coherent Detectors for Opportunistic Spectrum Access in Broadband Wireless Networks

  • Author / Creator
    Sharma Banjade, Vesh Raj
  • The exponential growth in the number of wireless broadband service users demands an enormous increase in the available communication bandwidth, which inherently translates into an increased demand for the radio frequency spectrum. Opportunistically accessing the unused portions of the spectrum requires sensing the availability of unused bands. In this thesis, non-coherent detectors such as the energy detector and its more generalized version, the p-norm detector, which offer low-cost low-complexity spectrum sensing are considered and comprehensive techniques for performance analyses are developed. To this end, a new approximate representation for the wireless fading channels is proposed and applied to facilitate accurate, asymptotic performance analysis for the energy detector across a variety of operating conditions including fading, antenna/cooperative diversity and interference. To address the analytical difficulty involved in spectrum sensing using the p-norm detector, several accurate analytical expressions are developed and utilized to comprehensively characterize the spectrum sensing performance in generalized fading channels and in fading channels with antenna diversity. To promote tractable spectrum sensing performance analysis for arbitrary sample sizes, five accurate approximations are introduced and investigated. In another comprehensive system setup, spectrum sensing performance of the p-norm detector under the cumulative effects of path-loss, fading, and a large number of randomly deployed interfering nodes is characterized by developing a comprehensive semi-analytical technique and extended to cooperative spectrum sensing.

  • Subjects / Keywords
  • Graduation date
    2016-06
  • Type of Item
    Thesis
  • Degree
    Doctor of Philosophy
  • DOI
    https://doi.org/10.7939/R3VX06800
  • License
    This thesis is made available by the University of Alberta Libraries with permission of the copyright owner solely for non-commercial purposes. This thesis, or any portion thereof, may not otherwise be copied or reproduced without the written consent of the copyright owner, except to the extent permitted by Canadian copyright law.
  • Language
    English
  • Institution
    University of Alberta
  • Degree level
    Doctoral
  • Department
    • Department of Electrical and Computer Engineering
  • Specialization
    • Communications
  • Supervisor / co-supervisor and their department(s)
    • Tellambura, Chintha (Electrical and Computer Engineering)
    • Jiang, Hai (Electrical and Computer Engineering)
  • Examining committee members and their departments
    • Jing, Yindi (Electrical and Computer Engineering)
    • Dong, Xiaodai (External Examiner, University of Victoria)
    • Elmallah, Ehab S. (Computing Science)
    • Khajehoddin, S. Ali (Examination Chair, Electrical and Computer Engineering)