Near-Optimal Efficient MIMO Receiver for Miniature UAV-IoT Communications
This article proposes a novel Direct Detection (DD) scheme for multiple-input multiple-output (MIMO) unmanned aerial vehicle (UAV) communications where tedious, slow, and computationally demanding channel state information (CSI) estimation and detection processes are not required. The proposed detec...
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| Format: | Article |
| Language: | English |
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IEEE
2024-01-01
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| Series: | IEEE Open Journal of Vehicular Technology |
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| Online Access: | https://ieeexplore.ieee.org/document/10474171/ |
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| author | Anas Saci Arafat Al-Dweik Shihab Jimaa |
| author_facet | Anas Saci Arafat Al-Dweik Shihab Jimaa |
| author_sort | Anas Saci |
| collection | DOAJ |
| description | This article proposes a novel Direct Detection (DD) scheme for multiple-input multiple-output (MIMO) unmanned aerial vehicle (UAV) communications where tedious, slow, and computationally demanding channel state information (CSI) estimation and detection processes are not required. The proposed detection scheme is achieved by exploiting the frequency and/or temporal correlation among the transmitted signals to directly extract the information symbols from the received signals. The results obtained show that the proposed scheme offers a significant advantage of approximately 15 dB performance gain compared to conventional linear detection schemes, even when such schemes are using perfect CSI. Furthermore, the proposed detection algorithm can be efficiently implemented using the Viterbi Algorithm, or its variants, to achieve further complexity reduction. |
| format | Article |
| id | doaj-art-1758718e3eee42eb89c1f21b597b8e85 |
| institution | Kabale University |
| issn | 2644-1330 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Open Journal of Vehicular Technology |
| spelling | doaj-art-1758718e3eee42eb89c1f21b597b8e852025-01-30T00:04:02ZengIEEEIEEE Open Journal of Vehicular Technology2644-13302024-01-01549650610.1109/OJVT.2024.337848110474171Near-Optimal Efficient MIMO Receiver for Miniature UAV-IoT CommunicationsAnas Saci0https://orcid.org/0000-0002-0019-8163Arafat Al-Dweik1https://orcid.org/0000-0002-3487-3438Shihab Jimaa2https://orcid.org/0000-0001-9140-9108MDA, Montréal, QC, Canada6G Research Center, Department of Computer and Communication Engineering, Khalifa University, Abu Dhabi, UAEDepartment of Computer and Communication Engineering, Khalifa University, Abu Dhabi, UAEThis article proposes a novel Direct Detection (DD) scheme for multiple-input multiple-output (MIMO) unmanned aerial vehicle (UAV) communications where tedious, slow, and computationally demanding channel state information (CSI) estimation and detection processes are not required. The proposed detection scheme is achieved by exploiting the frequency and/or temporal correlation among the transmitted signals to directly extract the information symbols from the received signals. The results obtained show that the proposed scheme offers a significant advantage of approximately 15 dB performance gain compared to conventional linear detection schemes, even when such schemes are using perfect CSI. Furthermore, the proposed detection algorithm can be efficiently implemented using the Viterbi Algorithm, or its variants, to achieve further complexity reduction.https://ieeexplore.ieee.org/document/10474171/Unmanned aerial vehicle (UAV)fadingdiversitysixth generation (6G)MIMOInternet of Things (IoT) |
| spellingShingle | Anas Saci Arafat Al-Dweik Shihab Jimaa Near-Optimal Efficient MIMO Receiver for Miniature UAV-IoT Communications IEEE Open Journal of Vehicular Technology Unmanned aerial vehicle (UAV) fading diversity sixth generation (6G) MIMO Internet of Things (IoT) |
| title | Near-Optimal Efficient MIMO Receiver for Miniature UAV-IoT Communications |
| title_full | Near-Optimal Efficient MIMO Receiver for Miniature UAV-IoT Communications |
| title_fullStr | Near-Optimal Efficient MIMO Receiver for Miniature UAV-IoT Communications |
| title_full_unstemmed | Near-Optimal Efficient MIMO Receiver for Miniature UAV-IoT Communications |
| title_short | Near-Optimal Efficient MIMO Receiver for Miniature UAV-IoT Communications |
| title_sort | near optimal efficient mimo receiver for miniature uav iot communications |
| topic | Unmanned aerial vehicle (UAV) fading diversity sixth generation (6G) MIMO Internet of Things (IoT) |
| url | https://ieeexplore.ieee.org/document/10474171/ |
| work_keys_str_mv | AT anassaci nearoptimalefficientmimoreceiverforminiatureuaviotcommunications AT arafataldweik nearoptimalefficientmimoreceiverforminiatureuaviotcommunications AT shihabjimaa nearoptimalefficientmimoreceiverforminiatureuaviotcommunications |