Performance Analysis of Cooperative Spectrum Sensing under Guaranteed Throughput Constraints for Cognitive Radio Networks
One of the main challenges in cognitive radio networks is the ability of secondary users to detect the primary user presence with high probability of detection. In previous research, optimizing cooperative sensing in cognitive radio networks is performed for either a targeted probability of detectio...
Main Authors: | , |
---|---|
Format: | Article |
Language: | English |
Published: |
Hindawi Limited
2016-01-01
|
Series: | Journal of Computer Networks and Communications |
Online Access: | http://dx.doi.org/10.1155/2016/9706781 |
id |
doaj-fe16015f0cc547ecbe5df5bbaf416028 |
---|---|
record_format |
Article |
spelling |
doaj-fe16015f0cc547ecbe5df5bbaf4160282020-11-25T02:40:30ZengHindawi LimitedJournal of Computer Networks and Communications2090-71412090-715X2016-01-01201610.1155/2016/97067819706781Performance Analysis of Cooperative Spectrum Sensing under Guaranteed Throughput Constraints for Cognitive Radio NetworksH. F. Al-Doseri0M. A. Mangoud1Department of Electrical and Electronics Engineering, University of Bahrain, P.O. Box 32038, Isa Town, BahrainDepartment of Electrical and Electronics Engineering, University of Bahrain, P.O. Box 32038, Isa Town, BahrainOne of the main challenges in cognitive radio networks is the ability of secondary users to detect the primary user presence with high probability of detection. In previous research, optimizing cooperative sensing in cognitive radio networks is performed for either a targeted probability of detection or a false alarm. After setting one of the probabilities as an optimization constraint, the other is optimized. In this paper, a guaranteed constant throughput at the secondary users is introduced as a target while optimizing probability of detection for cooperative sensing. Both sensing time values and number of cooperated cognitive radio secondary users are investigated to maximize the probability of detection of primary user. AND and OR hard decision schemes are considered and compared with soft decision scheme which is weighted modified deflection coefficient scheme (W-MDC). It is illustrated that cooperation of all users and utilizing full frames for sensing time will not provide maximum probability of detection. A tradeoff between performances of cognitive radio networks with and without optimization is presented. The effects of varying network sizes, normalized target throughput, maximum frame duration times, and received signal-to-noise ratio at the fusion center are investigated for different fusion rules.http://dx.doi.org/10.1155/2016/9706781 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
H. F. Al-Doseri M. A. Mangoud |
spellingShingle |
H. F. Al-Doseri M. A. Mangoud Performance Analysis of Cooperative Spectrum Sensing under Guaranteed Throughput Constraints for Cognitive Radio Networks Journal of Computer Networks and Communications |
author_facet |
H. F. Al-Doseri M. A. Mangoud |
author_sort |
H. F. Al-Doseri |
title |
Performance Analysis of Cooperative Spectrum Sensing under Guaranteed Throughput Constraints for Cognitive Radio Networks |
title_short |
Performance Analysis of Cooperative Spectrum Sensing under Guaranteed Throughput Constraints for Cognitive Radio Networks |
title_full |
Performance Analysis of Cooperative Spectrum Sensing under Guaranteed Throughput Constraints for Cognitive Radio Networks |
title_fullStr |
Performance Analysis of Cooperative Spectrum Sensing under Guaranteed Throughput Constraints for Cognitive Radio Networks |
title_full_unstemmed |
Performance Analysis of Cooperative Spectrum Sensing under Guaranteed Throughput Constraints for Cognitive Radio Networks |
title_sort |
performance analysis of cooperative spectrum sensing under guaranteed throughput constraints for cognitive radio networks |
publisher |
Hindawi Limited |
series |
Journal of Computer Networks and Communications |
issn |
2090-7141 2090-715X |
publishDate |
2016-01-01 |
description |
One of the main challenges in cognitive radio networks is the ability of secondary users to detect the primary user presence with high probability of detection. In previous research, optimizing cooperative sensing in cognitive radio networks is performed for either a targeted probability of detection or a false alarm. After setting one of the probabilities as an optimization constraint, the other is optimized. In this paper, a guaranteed constant throughput at the secondary users is introduced as a target while optimizing probability of detection for cooperative sensing. Both sensing time values and number of cooperated cognitive radio secondary users are investigated to maximize the probability of detection of primary user. AND and OR hard decision schemes are considered and compared with soft decision scheme which is weighted modified deflection coefficient scheme (W-MDC). It is illustrated that cooperation of all users and utilizing full frames for sensing time will not provide maximum probability of detection. A tradeoff between performances of cognitive radio networks with and without optimization is presented. The effects of varying network sizes, normalized target throughput, maximum frame duration times, and received signal-to-noise ratio at the fusion center are investigated for different fusion rules. |
url |
http://dx.doi.org/10.1155/2016/9706781 |
work_keys_str_mv |
AT hfaldoseri performanceanalysisofcooperativespectrumsensingunderguaranteedthroughputconstraintsforcognitiveradionetworks AT mamangoud performanceanalysisofcooperativespectrumsensingunderguaranteedthroughputconstraintsforcognitiveradionetworks |
_version_ |
1724781184500629504 |