Coded Random Access in Cell-Free Massive MIMO Networks with Access Point Signal Combining

被引:0
|
作者
Testi, Enrico [1 ]
Tralli, Velio [2 ]
Paolini, Enrico [1 ]
机构
[1] Univ Bologna, CNIT WiLab, Bologna, Italy
[2] Univ Ferrara, CNIT WiLab, DE, Ferrara, Italy
来源
2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2024 | 2024年
关键词
AP cooperation; cell-free massive MIMO; coded random access; massive multiple access; Internet of Things;
D O I
10.1109/ICCWORKSHOPS59551.2024.10615454
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Grant-free uplink from a massive number of machine-type devices in cell-free massive MIMO networks is considered. A new approach is introduced that relies on coded random access, on the device side, with combining of signals received at properly selected access points (APs) and successive interference cancellation, on the network side. The gain potentially achievable via AP signal combining is evaluated using a genie-aided scheme, where the network is assisted by a genie in the selection of the cluster of APs for each active device. Then, two practical AP selection algorithms are proposed, working in grant free conditions. These algorithms can substantially enhance the system performance despite absence of any prior information. Under specific conditions, one of them even performs very close to the genie-aided scheme.
引用
收藏
页码:620 / 625
页数:6
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