Energy Detection-Based Spectrum Sensing over Fisher-Snedecor F Fading Channels

Seong Ki Yoo; Simon L. Cotton; Paschalis C. Sofotasios; Sami Muhaidat; Osamah S. Badarneh; George K. Karagiannidis

doi:10.1109/GLOCOM.2018.8647778

Energy Detection-Based Spectrum Sensing over Fisher-Snedecor F Fading Channels

Seong Ki Yoo
, Simon L. Cotton
, Paschalis C. Sofotasios
, Sami Muhaidat
, Osamah S. Badarneh
, George K. Karagiannidis

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

2 Sitaatiot (Scopus)

34 Lataukset (Pure)

Abstrakti

This paper investigates the performance of energy detection-based spectrum sensing over Fisher-Snedecor F fading channels. To this end, an analytical expression for the corre- sponding average detection probability is firstly derived and then this is extended to account for collaborative spectrum sensing. The complementary receiver operating characteristics (ROC) are analyzed for different conditions of the average signal-to- noise ratio (SNR), time-bandwidth product, multipath fading, shadowing and number of collaborating users. It is shown that the energy detection performance is strongly linked to the severity of the multipath fading and amount of shadowing, whereby even small variations in either of these physical phenomena significantly impact the detection probability. Also, the versatile modeling capability of the Fisher-Snedecor F distribution is veridfied in the context of energy detection based spectrum sensing as it provides considerably more accurate characterization than the conventional Rayleigh fading model. To confirm the validity of the analytical results presented in this paper, we compare them with the results of some simulations.

Alkuperäiskieli	Englanti
Otsikko	2018 IEEE Global Communications Conference
Kustantaja	IEEE
ISBN (elektroninen)	9781538647271
DOI - pysyväislinkit	https://doi.org/10.1109/GLOCOM.2018.8647778
Tila	Julkaistu - 20 helmik. 2019
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	IEEE Global Communications Conference - Abu Dhabi, Yhdistyneet arabiemiirikunnat Kesto: 9 jouluk. 2018 → 13 jouluk. 2018

Conference

Conference	IEEE Global Communications Conference
Maa/Alue	Yhdistyneet arabiemiirikunnat
Kaupunki	Abu Dhabi
Ajanjakso	9/12/18 → 13/12/18

Rahoitus

ACKNOWLEDGEMENT This work was supported in part by the U.K. Engineering and Physical Sciences Research Council under Grant No. EP/L026074/1, the Department for the Economy Northern Ireland through Grant No. USI080, and the Khalifa University of Science and Technology Research Center on Cyber-Physical Systems and the Khalifa University of Science and Technology Grant No. 847066.

YK:n kestävän kehityksen tavoitteet

Tämä tuotos edistää seuraavia kestävän kehityksen tavoitteita:

SDG 7 – Edullinen ja puhdas energia

Julkaisufoorumi-taso

Jufo-taso 1

!!ASJC Scopus subject areas

Information Systems and Management
Renewable Energy, Sustainability and the Environment
Safety, Risk, Reliability and Quality
Signal Processing
Modelling and Simulation
Instrumentation
Computer Networks and Communications

Pääsy asiakirjaan

10.1109/GLOCOM.2018.8647778

Energy Detection-based Spectrum 2019
This publication is copyrighted. You may download, display and print it for Your own personal use. Commercial use is prohibited.
Accepted author manuscript, 484 KB

http://urn.fi/URN:NBN:fi:tuni-202012018375

Siteeraa tätä

@inproceedings{2834e825a2434f67ab2b32849cd53aab,

title = "Energy Detection-Based Spectrum Sensing over Fisher-Snedecor F Fading Channels",

abstract = "This paper investigates the performance of energy detection-based spectrum sensing over Fisher-Snedecor F fading channels. To this end, an analytical expression for the corre- sponding average detection probability is firstly derived and then this is extended to account for collaborative spectrum sensing. The complementary receiver operating characteristics (ROC) are analyzed for different conditions of the average signal-to- noise ratio (SNR), time-bandwidth product, multipath fading, shadowing and number of collaborating users. It is shown that the energy detection performance is strongly linked to the severity of the multipath fading and amount of shadowing, whereby even small variations in either of these physical phenomena significantly impact the detection probability. Also, the versatile modeling capability of the Fisher-Snedecor F distribution is veridfied in the context of energy detection based spectrum sensing as it provides considerably more accurate characterization than the conventional Rayleigh fading model. To confirm the validity of the analytical results presented in this paper, we compare them with the results of some simulations.",

author = "Yoo, \{Seong Ki\} and Cotton, \{Simon L.\} and Sofotasios, \{Paschalis C.\} and Sami Muhaidat and Badarneh, \{Osamah S.\} and Karagiannidis, \{George K.\}",

year = "2019",

month = feb,

day = "20",

doi = "10.1109/GLOCOM.2018.8647778",

language = "English",

booktitle = "2018 IEEE Global Communications Conference",

publisher = "IEEE",

address = "United States",

note = "IEEE Global Communications Conference ; Conference date: 09-12-2018 Through 13-12-2018",

}

Yoo, SK, Cotton, SL, Sofotasios, PC, Muhaidat, S, Badarneh, OS & Karagiannidis, GK 2019, Energy Detection-Based Spectrum Sensing over Fisher-Snedecor F Fading Channels. julkaisussa 2018 IEEE Global Communications Conference., 8647778, IEEE, IEEE Global Communications Conference, Abu Dhabi, Yhdistyneet arabiemiirikunnat, 9/12/18. https://doi.org/10.1109/GLOCOM.2018.8647778

TY - GEN

T1 - Energy Detection-Based Spectrum Sensing over Fisher-Snedecor F Fading Channels

AU - Yoo, Seong Ki

AU - Cotton, Simon L.

AU - Sofotasios, Paschalis C.

AU - Muhaidat, Sami

AU - Badarneh, Osamah S.

AU - Karagiannidis, George K.

PY - 2019/2/20

Y1 - 2019/2/20

N2 - This paper investigates the performance of energy detection-based spectrum sensing over Fisher-Snedecor F fading channels. To this end, an analytical expression for the corre- sponding average detection probability is firstly derived and then this is extended to account for collaborative spectrum sensing. The complementary receiver operating characteristics (ROC) are analyzed for different conditions of the average signal-to- noise ratio (SNR), time-bandwidth product, multipath fading, shadowing and number of collaborating users. It is shown that the energy detection performance is strongly linked to the severity of the multipath fading and amount of shadowing, whereby even small variations in either of these physical phenomena significantly impact the detection probability. Also, the versatile modeling capability of the Fisher-Snedecor F distribution is veridfied in the context of energy detection based spectrum sensing as it provides considerably more accurate characterization than the conventional Rayleigh fading model. To confirm the validity of the analytical results presented in this paper, we compare them with the results of some simulations.

AB - This paper investigates the performance of energy detection-based spectrum sensing over Fisher-Snedecor F fading channels. To this end, an analytical expression for the corre- sponding average detection probability is firstly derived and then this is extended to account for collaborative spectrum sensing. The complementary receiver operating characteristics (ROC) are analyzed for different conditions of the average signal-to- noise ratio (SNR), time-bandwidth product, multipath fading, shadowing and number of collaborating users. It is shown that the energy detection performance is strongly linked to the severity of the multipath fading and amount of shadowing, whereby even small variations in either of these physical phenomena significantly impact the detection probability. Also, the versatile modeling capability of the Fisher-Snedecor F distribution is veridfied in the context of energy detection based spectrum sensing as it provides considerably more accurate characterization than the conventional Rayleigh fading model. To confirm the validity of the analytical results presented in this paper, we compare them with the results of some simulations.

U2 - 10.1109/GLOCOM.2018.8647778

DO - 10.1109/GLOCOM.2018.8647778

M3 - Conference contribution

AN - SCOPUS:85063500863

BT - 2018 IEEE Global Communications Conference

PB - IEEE

T2 - IEEE Global Communications Conference

Y2 - 9 December 2018 through 13 December 2018

ER -

Energy Detection-Based Spectrum Sensing over Fisher-Snedecor F Fading Channels

Abstrakti

Conference

Rahoitus

YK:n kestävän kehityksen tavoitteet

Julkaisufoorumi-taso

!!ASJC Scopus subject areas

Pääsy asiakirjaan

Sormenjälki

Siteeraa tätä