An analysis of low complexity of 5G-MIMO communication system based CR using hybrid filter detection
The exponential growth in wireless communication has resulted in a high demand for novel wireless services within the frequency bands that can deal with the challenge pertaining to the current spectrum shortage. Thus, a 5G-MIMO based CR communication system has been developed to enhance the spectrum...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Published: |
Elsevier
2022
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| Online Access: | http://psasir.upm.edu.my/id/eprint/106532/ |
| _version_ | 1848864777686745088 |
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| author | Algriree, Waleed Sulaiman, Nasri Isa, Maryam Sahbudin, Ratna K. Z. Hassan, Siti L. M. Hmood Salman, Emad Alghrairi, Mokhalad |
| author_facet | Algriree, Waleed Sulaiman, Nasri Isa, Maryam Sahbudin, Ratna K. Z. Hassan, Siti L. M. Hmood Salman, Emad Alghrairi, Mokhalad |
| author_sort | Algriree, Waleed |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | The exponential growth in wireless communication has resulted in a high demand for novel wireless services within the frequency bands that can deal with the challenge pertaining to the current spectrum shortage. Thus, a 5G-MIMO based CR communication system has been developed to enhance the spectrum by employing a spectrum sensing (SS) algorithm. This recommended SS algorithm, based on the hybrid filter detection (HFD) method, employs the Cosine law for filtering the traffic signal, and then enables segmentation by applying the Welch algorithm. Then, the Hann algorithm is employed to window the traffic signal, and facilitates damping the MIMO impact for different waveforms. This also includes universal filtered multi-carrier (UFMC), filtered-orthogonal frequency division multiplexing (F-OFDM), filter bank multi-carrier (FBMC), non-orthogonal multiple access (NOMA), and Generalized Frequency Division Multiplexing (GFDM) waveforms. Also, evaluation of the operating parameters such as SNR, the antenna count, the signal span, and power as well as computational complexity was done. Based on the simulation results, a notable achievement was seen for the parameters that were below 0 dB of SNR, <0.09 % global system error probability, >96 % global detection probability, <0.06 % global false alarm probability, and possessing simple complexity. The recommended system’s parameters were assessed, which demonstrated its superiority versus other previously developed systems. This algorithm was found to identify all types of 5G signals and not just one type of 5G. |
| first_indexed | 2025-11-15T13:54:12Z |
| format | Article |
| id | upm-106532 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-15T13:54:12Z |
| publishDate | 2022 |
| publisher | Elsevier |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-1065322024-08-08T03:43:50Z http://psasir.upm.edu.my/id/eprint/106532/ An analysis of low complexity of 5G-MIMO communication system based CR using hybrid filter detection Algriree, Waleed Sulaiman, Nasri Isa, Maryam Sahbudin, Ratna K. Z. Hassan, Siti L. M. Hmood Salman, Emad Alghrairi, Mokhalad The exponential growth in wireless communication has resulted in a high demand for novel wireless services within the frequency bands that can deal with the challenge pertaining to the current spectrum shortage. Thus, a 5G-MIMO based CR communication system has been developed to enhance the spectrum by employing a spectrum sensing (SS) algorithm. This recommended SS algorithm, based on the hybrid filter detection (HFD) method, employs the Cosine law for filtering the traffic signal, and then enables segmentation by applying the Welch algorithm. Then, the Hann algorithm is employed to window the traffic signal, and facilitates damping the MIMO impact for different waveforms. This also includes universal filtered multi-carrier (UFMC), filtered-orthogonal frequency division multiplexing (F-OFDM), filter bank multi-carrier (FBMC), non-orthogonal multiple access (NOMA), and Generalized Frequency Division Multiplexing (GFDM) waveforms. Also, evaluation of the operating parameters such as SNR, the antenna count, the signal span, and power as well as computational complexity was done. Based on the simulation results, a notable achievement was seen for the parameters that were below 0 dB of SNR, <0.09 % global system error probability, >96 % global detection probability, <0.06 % global false alarm probability, and possessing simple complexity. The recommended system’s parameters were assessed, which demonstrated its superiority versus other previously developed systems. This algorithm was found to identify all types of 5G signals and not just one type of 5G. Elsevier 2022 Article PeerReviewed Algriree, Waleed and Sulaiman, Nasri and Isa, Maryam and Sahbudin, Ratna K. Z. and Hassan, Siti L. M. and Hmood Salman, Emad and Alghrairi, Mokhalad (2022) An analysis of low complexity of 5G-MIMO communication system based CR using hybrid filter detection. Alexandria Engineering Journal, 65. pp. 627-648. ISSN 1110-0168; ESSN: 2090-2670 https://linkinghub.elsevier.com/retrieve/pii/S1110016822007062 10.1016/j.aej.2022.10.050 |
| spellingShingle | Algriree, Waleed Sulaiman, Nasri Isa, Maryam Sahbudin, Ratna K. Z. Hassan, Siti L. M. Hmood Salman, Emad Alghrairi, Mokhalad An analysis of low complexity of 5G-MIMO communication system based CR using hybrid filter detection |
| title | An analysis of low complexity of 5G-MIMO communication system based CR using hybrid filter detection |
| title_full | An analysis of low complexity of 5G-MIMO communication system based CR using hybrid filter detection |
| title_fullStr | An analysis of low complexity of 5G-MIMO communication system based CR using hybrid filter detection |
| title_full_unstemmed | An analysis of low complexity of 5G-MIMO communication system based CR using hybrid filter detection |
| title_short | An analysis of low complexity of 5G-MIMO communication system based CR using hybrid filter detection |
| title_sort | analysis of low complexity of 5g-mimo communication system based cr using hybrid filter detection |
| url | http://psasir.upm.edu.my/id/eprint/106532/ http://psasir.upm.edu.my/id/eprint/106532/ http://psasir.upm.edu.my/id/eprint/106532/ |