Spectrum occupancy measurements: A survey and use of interference maps

Marko Höyhtyä, Aarne Mämmelä, Marina Eskola, Marja Matinmikko, Juha Kalliovaara, Jaakko Ojaniemi, Jaako Suutala, Reijo Ekman, Roger Bacchus, Dennis Roberson

Research output: Contribution to journalArticleScientificpeer-review

64 Citations (Scopus)

Abstract

In order to provide meaningful data about spectrum use, occupancy measurements describing the utilization rate of a specific frequency band should be conducted over a specific area instead of a single location. This article presents a comprehensive methodology for the measurement and analysis of spectrum occupancy. The article surveys spectrum measurement campaigns and associated interference maps, introducing the latter as a tool for spectrum analysis and management based on measurement data. An interference map characterizes the spectrum use by defining the level of interference over an area of interest in a certain frequency band. Building on findings from practical measurement studies, guidelines for spectrum occupancy measurements are given. While many scientific spectrum occupancy measurement papers tend to be too optimistic about the significance and generality of the results, we propose a cautionary perspective on drawing strong conclusions based on the often limited amount of data gathered. The different phases of the spectrum occupancy measurement and analysis process are described and a thorough discussion of interpolation methods is provided. Means to improve the measurement accuracy are discussed, especially regarding spatial domain considerations and the impact of the sampling interval on the results. A practical example of an improved measurement system design covering all the phases of the measurement process and used at the Turku, Finland, Blacksburg, VA and Chicago, IL spectrum observatories is given. Using the improved design, more realistic spectrum occupancy data can be obtained to lay the foundation for spectrum management decisions.
Original languageEnglish
Pages (from-to)2386-2414
JournalIEEE Communications Surveys and Tutorials
Volume18
Issue number4
DOIs
Publication statusPublished - 2016
MoE publication typeA1 Journal article-refereed

Fingerprint

Frequency bands
Drawing (graphics)
Observatories
Spectrum analysis
Interpolation
Systems analysis
Sampling

Keywords

  • dynamic spectrum access
  • spectrum management
  • spectrum databases
  • cognition

Cite this

Höyhtyä, Marko ; Mämmelä, Aarne ; Eskola, Marina ; Matinmikko, Marja ; Kalliovaara, Juha ; Ojaniemi, Jaakko ; Suutala, Jaako ; Ekman, Reijo ; Bacchus, Roger ; Roberson, Dennis. / Spectrum occupancy measurements: A survey and use of interference maps. In: IEEE Communications Surveys and Tutorials. 2016 ; Vol. 18, No. 4. pp. 2386-2414.
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Höyhtyä, M, Mämmelä, A, Eskola, M, Matinmikko, M, Kalliovaara, J, Ojaniemi, J, Suutala, J, Ekman, R, Bacchus, R & Roberson, D 2016, 'Spectrum occupancy measurements: A survey and use of interference maps', IEEE Communications Surveys and Tutorials, vol. 18, no. 4, pp. 2386-2414. https://doi.org/10.1109/COMST.2016.2559525

Spectrum occupancy measurements: A survey and use of interference maps. / Höyhtyä, Marko; Mämmelä, Aarne; Eskola, Marina; Matinmikko, Marja; Kalliovaara, Juha; Ojaniemi, Jaakko; Suutala, Jaako; Ekman, Reijo; Bacchus, Roger; Roberson, Dennis.

In: IEEE Communications Surveys and Tutorials, Vol. 18, No. 4, 2016, p. 2386-2414.

Research output: Contribution to journalArticleScientificpeer-review

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T1 - Spectrum occupancy measurements: A survey and use of interference maps

AU - Höyhtyä, Marko

AU - Mämmelä, Aarne

AU - Eskola, Marina

AU - Matinmikko, Marja

AU - Kalliovaara, Juha

AU - Ojaniemi, Jaakko

AU - Suutala, Jaako

AU - Ekman, Reijo

AU - Bacchus, Roger

AU - Roberson, Dennis

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KW - spectrum databases

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