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| Content Provider | IET Digital Library |
|---|---|
| Author | Gashema, Gaspard Lee, Jae Min Kim, Dong Seong |
| Abstract | Recent emergent technologies with the advent of 5G use cases have made it imperative for high demands in broadband radio spectrum as compared to the current 4G technologies and other outdated ones. This study introduces an efficient spectrum management based on localisation of the primary user (PU) position in interweave cognitive radio networks (CRNs) towards 5G. In a typical network consisting of licensed system with PUs; and unlicensed system with secondary users (SUs), the SU opportunistically exploits the unused frequency bands of the licensed network provided there is no harmful interference to the PUs. Since the network is dynamic and the PUs are moving targets, the unused bands become unstable; hence, the SUs meet with limitations of detecting white spaces; finally resulting the interference. To this end, both Kriging interpolation and Kalman filter (KF) techniques for tracking and estimating the PUs position are proposed. The performance work was evaluated with respect to received signal strength indicator (RSSI) scheme. Both KF and Kriging interpolation outperformed RSSI. Moreover, the KF leads to the best performance compared to the other two as per localisation error prediction rate and system throughput; which makes it as the preferable technique to tackle mentioned challenges encountered by the SUs in such environment. |
| Starting Page | 3567 |
| Ending Page | 3577 |
| Page Count | 11 |
| ISSN | 17518628 |
| Volume Number | 14 |
| e-ISSN | 17518636 |
| Issue Number | Issue 20, Dec (2020) |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/iet-com/14/20 |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/10.1049/iet-com.2020.0284 |
| Journal | IET Communications |
| Publisher Date | 2020-09-09 |
| Access Restriction | Open |
| Rights Holder | © The Institution of Engineering and Technology |
| Subject Keyword | 5G Mobile Communication Broadband Radio Spectrum Cognitive Radio Current 4G Technology Efficient Spectrum Management Filtering Method in Signal Processing Harmful Interference Interpolation Interpolation And Function Approximation Interweave Cognitive Radio Network Kalman Filter Licensed Network Licensed System Localisation Error Prediction Rate Mobile Radio System Numerical Analysis Primary User Position PUs Position Radio Navigation And Direction Finding Radio Network Radio Spectrum Management Received Signal Strength Indicator Scheme RSSI Secondary User System Throughput Typical Network Unlicensed System Unused Band Unused Frequency Band |
| Content Type | Text |
| Resource Type | Article |
| Subject | Electrical and Electronic Engineering Computer Science Applications |
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