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

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

2 Citations (Scopus)

34 Downloads (Pure)

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.

Original language	English
Title of host publication	2018 IEEE Global Communications Conference
Publisher	IEEE
ISBN (Electronic)	9781538647271
DOIs	https://doi.org/10.1109/GLOCOM.2018.8647778
Publication status	Published - 20 Feb 2019
Publication type	A4 Article in conference proceedings
Event	IEEE Global Communications Conference - Abu Dhabi, United Arab Emirates Duration: 9 Dec 2018 → 13 Dec 2018

Conference

Conference	IEEE Global Communications Conference
Country/Territory	United Arab Emirates
City	Abu Dhabi
Period	9/12/18 → 13/12/18

Funding

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.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Publication forum classification

Publication forum level 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

Access to Document

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

Cite this

@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",

}

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

Abstract

Conference

Funding

UN SDGs

Publication forum classification

ASJC Scopus subject areas

Access to Document

Fingerprint

Cite this