Title
A framework for statistical wireless spectrum occupancy modeling
Abstract
In this paper, we propose a novel spectrum occupancy model designed to generate accurate temporal and frequency behavior of various wireless transmissions. Our proposed work builds upon existing concepts in open literature in order to develop a more accurate time-varying spectrum occupancy model. This model can be employed by wireless researchers for evaluating new wireless communication and networking algorithms and techniques designed to perform dynamic spectrum access (DSA). Using statistical characteristics extracted from actual radio frequency measurements, first- and second-order parameters are employed in a statistical spectrum occupancy model based on a combination of several different probability density functions (PDFs) defining various features of a specific spectrum band with several concurrent transmissions. To assess the accuracy of the model, the output characteristics of the proposed spectrum occupancy model are compared with realtime radio frequency measurements in the television and paging bands.
Year
DOI
Venue
2010
10.1109/TWC.2010.01.081701
IEEE Transactions on Wireless Communications
Keywords
Field
DocType
cognitive radio,statistical analysis,dynamic spectrum access,first-order parameters,networking algorithms,paging bands,probability density functions,radiofrequency measurements,second-order parameters,statistical wireless spectrum occupancy modeling,television bands,time-varying spectrum occupancy model,wireless communication algorithm,wireless transmissions,Cognitive radio, dynamic spectrum access,electromagnetic spectrum, statistical modeling
Electromagnetic spectrum,Signal processing,Wireless,Software-defined radio,Radio frequency,Real-time computing,Statistical model,Hidden Markov model,Mathematics,Cognitive radio
Journal
Volume
Issue
ISSN
9
1
1536-1276
Citations 
PageRank 
References 
47
2.13
4
Authors
4
Name
Order
Citations
PageRank
Chittabrata Ghosh128619.57
Srikanth Pagadarai2814.96
Dharma P. Agrawal34804443.40
Wyglinski, Alexander M.41018.11