Performance of Slotted ALOHA in User-Centric Cell-Free Massive MIMO
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arXiv
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| Main Authors: | , , , , |
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| Format: | Preprint |
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2024
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| _version_ | 1866909359447998464 |
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| author | Maryopi, Dick Adumy, Daud Al Musa, Osman Jung, Peter Virgono, Agus |
| author_facet | Maryopi, Dick Adumy, Daud Al Musa, Osman Jung, Peter Virgono, Agus |
| contents | To efficiently utilize the scarce wireless resource, the random access scheme has been attaining renewed interest primarily in supporting the sporadic traffic of a large number of devices encountered in the Internet of Things (IoT). In this paper we investigate the performance of slotted ALOHA -- a simple and practical random access scheme -- in connection with the grant-free random access protocol applied for user-centric cell-free massive MIMO. More specifically, we provide the expression of the sum-throughput under the assumptions of the capture capability owned by the centralized detector in the uplink. Further, a comparative study of user-centric cell-free massive MIMO with other types of networks is provided, which allows us to identify its potential and possible limitation. Our numerical simulations show that the user-centric cell-free massive MIMO has a good trade-off between performance and fronthaul load, especially at low activation probability regime. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2405_17979 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Performance of Slotted ALOHA in User-Centric Cell-Free Massive MIMO Maryopi, Dick Adumy, Daud Al Musa, Osman Jung, Peter Virgono, Agus Information Theory Networking and Internet Architecture Signal Processing To efficiently utilize the scarce wireless resource, the random access scheme has been attaining renewed interest primarily in supporting the sporadic traffic of a large number of devices encountered in the Internet of Things (IoT). In this paper we investigate the performance of slotted ALOHA -- a simple and practical random access scheme -- in connection with the grant-free random access protocol applied for user-centric cell-free massive MIMO. More specifically, we provide the expression of the sum-throughput under the assumptions of the capture capability owned by the centralized detector in the uplink. Further, a comparative study of user-centric cell-free massive MIMO with other types of networks is provided, which allows us to identify its potential and possible limitation. Our numerical simulations show that the user-centric cell-free massive MIMO has a good trade-off between performance and fronthaul load, especially at low activation probability regime. |
| title | Performance of Slotted ALOHA in User-Centric Cell-Free Massive MIMO |
| topic | Information Theory Networking and Internet Architecture Signal Processing |
| url | https://arxiv.org/abs/2405.17979 |