Cooperative and noncooperative spectrum sensing techniques using Welch's periodogram in cognitive radios

Heli Sarvanko; Miia Mustonen; Atso Hekkala; Aarne Mämmelä; Marja Matinmikko; Marcos Katz

doi:10.1109/COGART.2008.4509987

Cooperative and noncooperative spectrum sensing techniques using Welch's periodogram in cognitive radios

Heli Sarvanko, Miia Mustonen, Atso Hekkala, Aarne Mämmelä, Marja Matinmikko, Marcos Katz

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

33 Citations (Scopus)

Abstract

Radio spectrum deployment is growing considerably. With this respect finding unutilized frequency channels for new applications has become much more challenging. The problem can be solved by letting unlicensed systems to dynamically use unexploited licensed bands. This kind of flexible spectrum usage requires telecommunication systems to be equipped by an ability to specify unoccupied parts of radio spectrum. One method to identify temporarily unused parts of radio spectrum is spectrum sensing. In this paper, we focus on spectrum sensing using Welch's periodogram. In particular, we generalize and apply the theoretical analysis of the energy detection to the Welch's periodogram. Furthermore, we extend our study to cooperative spectrum sensing. The results indicate that the cooperation between two radios provides the highest cooperation gain.

Original language	English
Title of host publication	2008 First International Workshop on Cognitive Radio and Advanced Spectrum Management
Publisher	IEEE Institute of Electrical and Electronic Engineers
Pages	1-5
ISBN (Electronic)	978-1-4244-2140-4
ISBN (Print)	978-1-4244-2139-8
DOIs	https://doi.org/10.1109/COGART.2008.4509987
Publication status	Published - 2008
MoE publication type	A4 Article in a conference publication
Event	First IEEE International Workshop on Cognitive Radio and Advanced Spectrum Management, IEEE CogART'08 - Aalborg, Denmark Duration: 14 Feb 2008 → 14 Feb 2008 Conference number: 1

Workshop

Workshop	First IEEE International Workshop on Cognitive Radio and Advanced Spectrum Management, IEEE CogART'08
Abbreviated title	IEEE CogART'08
Country/Territory	Denmark
City	Aalborg
Period	14/02/08 → 14/02/08

Keywords

cognitive radio
power control
spatial databases
radiofrequency identification
spectrum sensing techniques
wireless channels

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10.1109/COGART.2008.4509987

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Sarvanko, H., Mustonen, M., Hekkala, A., Mämmelä, A., Matinmikko, M., & Katz, M. (2008). Cooperative and noncooperative spectrum sensing techniques using Welch's periodogram in cognitive radios. In 2008 First International Workshop on Cognitive Radio and Advanced Spectrum Management (pp. 1-5). IEEE Institute of Electrical and Electronic Engineers. https://doi.org/10.1109/COGART.2008.4509987

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title = "Cooperative and noncooperative spectrum sensing techniques using Welch's periodogram in cognitive radios",

abstract = "Radio spectrum deployment is growing considerably. With this respect finding unutilized frequency channels for new applications has become much more challenging. The problem can be solved by letting unlicensed systems to dynamically use unexploited licensed bands. This kind of flexible spectrum usage requires telecommunication systems to be equipped by an ability to specify unoccupied parts of radio spectrum. One method to identify temporarily unused parts of radio spectrum is spectrum sensing. In this paper, we focus on spectrum sensing using Welch's periodogram. In particular, we generalize and apply the theoretical analysis of the energy detection to the Welch's periodogram. Furthermore, we extend our study to cooperative spectrum sensing. The results indicate that the cooperation between two radios provides the highest cooperation gain.",

keywords = "cognitive radio, power control, spatial databases, radiofrequency identification, spectrum sensing techniques, wireless channels",

author = "Heli Sarvanko and Miia Mustonen and Atso Hekkala and Aarne M{\"a}mmel{\"a} and Marja Matinmikko and Marcos Katz",

note = "Project code: CHESS; First IEEE International Workshop on Cognitive Radio and Advanced Spectrum Management, IEEE CogART'08, IEEE CogART'08 ; Conference date: 14-02-2008 Through 14-02-2008",

year = "2008",

doi = "10.1109/COGART.2008.4509987",

language = "English",

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Sarvanko, H, Mustonen, M, Hekkala, A, Mämmelä, A, Matinmikko, M & Katz, M 2008, Cooperative and noncooperative spectrum sensing techniques using Welch's periodogram in cognitive radios. in 2008 First International Workshop on Cognitive Radio and Advanced Spectrum Management. IEEE Institute of Electrical and Electronic Engineers, pp. 1-5, First IEEE International Workshop on Cognitive Radio and Advanced Spectrum Management, IEEE CogART'08, Aalborg, Denmark, 14/02/08. https://doi.org/10.1109/COGART.2008.4509987

Cooperative and noncooperative spectrum sensing techniques using Welch's periodogram in cognitive radios. / Sarvanko, Heli; Mustonen, Miia; Hekkala, Atso et al.
2008 First International Workshop on Cognitive Radio and Advanced Spectrum Management. IEEE Institute of Electrical and Electronic Engineers, 2008. p. 1-5.

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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T1 - Cooperative and noncooperative spectrum sensing techniques using Welch's periodogram in cognitive radios

AU - Sarvanko, Heli

AU - Mustonen, Miia

AU - Hekkala, Atso

AU - Mämmelä, Aarne

AU - Matinmikko, Marja

AU - Katz, Marcos

N1 - Conference code: 1

PY - 2008

Y1 - 2008

N2 - Radio spectrum deployment is growing considerably. With this respect finding unutilized frequency channels for new applications has become much more challenging. The problem can be solved by letting unlicensed systems to dynamically use unexploited licensed bands. This kind of flexible spectrum usage requires telecommunication systems to be equipped by an ability to specify unoccupied parts of radio spectrum. One method to identify temporarily unused parts of radio spectrum is spectrum sensing. In this paper, we focus on spectrum sensing using Welch's periodogram. In particular, we generalize and apply the theoretical analysis of the energy detection to the Welch's periodogram. Furthermore, we extend our study to cooperative spectrum sensing. The results indicate that the cooperation between two radios provides the highest cooperation gain.

AB - Radio spectrum deployment is growing considerably. With this respect finding unutilized frequency channels for new applications has become much more challenging. The problem can be solved by letting unlicensed systems to dynamically use unexploited licensed bands. This kind of flexible spectrum usage requires telecommunication systems to be equipped by an ability to specify unoccupied parts of radio spectrum. One method to identify temporarily unused parts of radio spectrum is spectrum sensing. In this paper, we focus on spectrum sensing using Welch's periodogram. In particular, we generalize and apply the theoretical analysis of the energy detection to the Welch's periodogram. Furthermore, we extend our study to cooperative spectrum sensing. The results indicate that the cooperation between two radios provides the highest cooperation gain.

KW - cognitive radio

KW - power control

KW - spatial databases

KW - radiofrequency identification

KW - spectrum sensing techniques

KW - wireless channels

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M3 - Conference article in proceedings

SN - 978-1-4244-2139-8

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EP - 5

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Y2 - 14 February 2008 through 14 February 2008

ER -

Cooperative and noncooperative spectrum sensing techniques using Welch's periodogram in cognitive radios

Abstract

Workshop

Keywords

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