On effective rate and energy detection based spectrum sensing over cascaded FTR fading channel
The detrimental effects of multipath fading and multi-hope/keyhole propagation of millimetre–wave (mm) on the effective rate (ER) and the detection performance of energy detector (ED) have been investigated in this article. Cascaded fluctuating two ray fading model have been used to characterize the...
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Published in | International journal of electronics and communications Vol. 138; p. 153862 |
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Format | Journal Article |
Language | English |
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01.08.2021
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Abstract | The detrimental effects of multipath fading and multi-hope/keyhole propagation of millimetre–wave (mm) on the effective rate (ER) and the detection performance of energy detector (ED) have been investigated in this article. Cascaded fluctuating two ray fading model have been used to characterize the mm-wave propagation environment. Utilizing probability density function-based approach, novel closed form mathematical expressions for ER, average detection probability (ADP) and average area under the receiver operating characteristics (AUC) for the single and multi-antennae receiver-based system have been derived. To this end, novel mathematical expression for instantaneous signal to noise ratio (SNR) at the output of maximal ratio combiner (MRC) is also obtained. Subsequently obtained results are employed to compute performance metrics for the collaborative spectrum sensing where each individual receiver consists of multiple antennae. Obtained expressions are useful to evaluate ER and ED performance over different fading scenarios impaired due to cascading effects, and also helps to maintain ER versus ADP trade-off by exploiting time-bandwidth product relation. Analysis shows a considerable degradation in ER and ADP as the channel cascading effect increases and employing diversity reception is useful to overcome the degraded performance. In the end, Monte-Carlo simulations are provided to validate the numerical accuracy of theoretically derived expressions. |
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AbstractList | The detrimental effects of multipath fading and multi-hope/keyhole propagation of millimetre–wave (mm) on the effective rate (ER) and the detection performance of energy detector (ED) have been investigated in this article. Cascaded fluctuating two ray fading model have been used to characterize the mm-wave propagation environment. Utilizing probability density function-based approach, novel closed form mathematical expressions for ER, average detection probability (ADP) and average area under the receiver operating characteristics (AUC) for the single and multi-antennae receiver-based system have been derived. To this end, novel mathematical expression for instantaneous signal to noise ratio (SNR) at the output of maximal ratio combiner (MRC) is also obtained. Subsequently obtained results are employed to compute performance metrics for the collaborative spectrum sensing where each individual receiver consists of multiple antennae. Obtained expressions are useful to evaluate ER and ED performance over different fading scenarios impaired due to cascading effects, and also helps to maintain ER versus ADP trade-off by exploiting time-bandwidth product relation. Analysis shows a considerable degradation in ER and ADP as the channel cascading effect increases and employing diversity reception is useful to overcome the degraded performance. In the end, Monte-Carlo simulations are provided to validate the numerical accuracy of theoretically derived expressions. |
ArticleNumber | 153862 |
Author | Kumar, Rahul Soni, Surender Kumar |
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Cites_doi | 10.1109/TWC.2010.100110.091042 10.1109/TVT.2019.2920533 10.1109/TVT.2017.2766784 10.1007/s11277-018-5677-6 10.1016/j.aeue.2017.11.005 10.1049/el.2018.1006 10.1109/TVT.2017.2692278 10.1109/TVT.2020.2998895 10.1016/j.aeue.2018.10.027 10.1109/TWC.2010.03.081253 10.1109/LWC.2016.2558179 10.1016/j.aeue.2020.153143 10.1109/TIT.1975.1055327 10.1109/TAP.2016.2570235 10.1109/ICETEESES.2016.7581389 10.1109/TWC.2017.2698445 10.1109/IGARSS.2013.6723080 10.1109/TCOMM.2006.887483 10.1109/PROC.1967.5573 10.1109/LCOMM.2018.2876426 10.1049/el.2015.1032 10.1109/LCOMM.2019.2926982 10.1109/TWC.2010.03.091085 |
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Keywords | Fading Cascaded FTR Spectrum sensing Energy detection Diversity Effective rate Cognitive radio |
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SubjectTerms | Cascaded FTR Cognitive radio Diversity Effective rate Energy detection Fading Spectrum sensing |
Title | On effective rate and energy detection based spectrum sensing over cascaded FTR fading channel |
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