Spectrum-Efficient Resource Allocation in Multi-Radio Multi-Hop Cognitive Radio Networks
The multi-hop cognitive radio network (CRN) has attracted much attention in industry and academia because of its seamless wireless coverage by forming multi-hop links and high spectrum utilization of cognitive radio (CR) technology. Using multi-slot statistical spectrum status information (SSI), thi...
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doaj-49308df12a6b436f961822f9ce340e132020-11-25T00:46:05ZengMDPI AGSensors1424-82202019-10-011920449310.3390/s19204493s19204493Spectrum-Efficient Resource Allocation in Multi-Radio Multi-Hop Cognitive Radio NetworksBin Han0Ying Luo1Min Zeng2Hong Jiang3Network and Communication Research Institute, College of Information Engineering, SouthWest University of Science and Technology, Mianyang 621010, Sichuan Province, ChinaNetwork and Communication Research Institute, College of Information Engineering, SouthWest University of Science and Technology, Mianyang 621010, Sichuan Province, ChinaNetwork and Communication Research Institute, College of Information Engineering, SouthWest University of Science and Technology, Mianyang 621010, Sichuan Province, ChinaNetwork and Communication Research Institute, College of Information Engineering, SouthWest University of Science and Technology, Mianyang 621010, Sichuan Province, ChinaThe multi-hop cognitive radio network (CRN) has attracted much attention in industry and academia because of its seamless wireless coverage by forming multi-hop links and high spectrum utilization of cognitive radio (CR) technology. Using multi-slot statistical spectrum status information (SSI), this work investigates the average spectrum efficiency (SE) of a multi-radio multi-hop (MRMH) CRN where each hop is permitted to use different spectra and long-distance hops can reuse the same idle primary user (PU) spectrum. Faced with the modeled SE problem, which is a complex non-convex fractional mixed integer nonlinear programming (MINLP) problem, the optimal spectrum and power allocation for multi-hop links in multi-slot and multi-channel scenarios can be obtained with the proposed successive multi-step convex approximation scheme (SMCA). As shown through computational complexity and simulation analysis, SMCA can obtain an approximate lower bound of the optimal solution for the modeled SE problem with a lower computational cost. Furthermore, some potential relationships between network performance and spectrum idle rate can be easily discussed with SMCA, which can provide some sensible deployment strategies for the MRMH CRN in future multi-slot scenarios.https://www.mdpi.com/1424-8220/19/20/4493multi-hop cognitive radiospectrum allocationpower allocationspectral efficiency |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Bin Han Ying Luo Min Zeng Hong Jiang |
spellingShingle |
Bin Han Ying Luo Min Zeng Hong Jiang Spectrum-Efficient Resource Allocation in Multi-Radio Multi-Hop Cognitive Radio Networks Sensors multi-hop cognitive radio spectrum allocation power allocation spectral efficiency |
author_facet |
Bin Han Ying Luo Min Zeng Hong Jiang |
author_sort |
Bin Han |
title |
Spectrum-Efficient Resource Allocation in Multi-Radio Multi-Hop Cognitive Radio Networks |
title_short |
Spectrum-Efficient Resource Allocation in Multi-Radio Multi-Hop Cognitive Radio Networks |
title_full |
Spectrum-Efficient Resource Allocation in Multi-Radio Multi-Hop Cognitive Radio Networks |
title_fullStr |
Spectrum-Efficient Resource Allocation in Multi-Radio Multi-Hop Cognitive Radio Networks |
title_full_unstemmed |
Spectrum-Efficient Resource Allocation in Multi-Radio Multi-Hop Cognitive Radio Networks |
title_sort |
spectrum-efficient resource allocation in multi-radio multi-hop cognitive radio networks |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2019-10-01 |
description |
The multi-hop cognitive radio network (CRN) has attracted much attention in industry and academia because of its seamless wireless coverage by forming multi-hop links and high spectrum utilization of cognitive radio (CR) technology. Using multi-slot statistical spectrum status information (SSI), this work investigates the average spectrum efficiency (SE) of a multi-radio multi-hop (MRMH) CRN where each hop is permitted to use different spectra and long-distance hops can reuse the same idle primary user (PU) spectrum. Faced with the modeled SE problem, which is a complex non-convex fractional mixed integer nonlinear programming (MINLP) problem, the optimal spectrum and power allocation for multi-hop links in multi-slot and multi-channel scenarios can be obtained with the proposed successive multi-step convex approximation scheme (SMCA). As shown through computational complexity and simulation analysis, SMCA can obtain an approximate lower bound of the optimal solution for the modeled SE problem with a lower computational cost. Furthermore, some potential relationships between network performance and spectrum idle rate can be easily discussed with SMCA, which can provide some sensible deployment strategies for the MRMH CRN in future multi-slot scenarios. |
topic |
multi-hop cognitive radio spectrum allocation power allocation spectral efficiency |
url |
https://www.mdpi.com/1424-8220/19/20/4493 |
work_keys_str_mv |
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1725267051176525824 |