Distributed Expectation Propagation Detection for Cell-Free Massive MIMO
Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Author(s)
Detail(s)
Original language | English |
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Title of host publication | 2021 IEEE Global Communications Conference (GLOBECOM) |
Subtitle of host publication | Proceedings |
Publisher | Institute of Electrical and Electronics Engineers, Inc. |
Number of pages | 6 |
ISBN (electronic) | 9781728181042 |
ISBN (print) | 978-1-7281-8105-9 |
Publication status | Published - Dec 2021 |
Externally published | Yes |
Publication series
Name | IEEE Global Communications Conference, GLOBECOM - Proceedings |
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Conference
Title | 2021 IEEE Global Communications Conference (GLOBECOM 2021) |
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Location | Ifema Madrid (In-Person & Virtual) |
Place | Spain |
City | Madrid |
Period | 7 - 11 December 2021 |
Link(s)
Abstract
In cell-free massive MIMO networks, an efficient distributed detection algorithm is of significant importance. In this paper, we propose a distributed expectation propagation (EP) detector for cell-free massive MIMO. The detector is composed of two modules, a nonlinear module at the central processing unit (CPU) and a linear module at the access point (AP). The turbo principle in iterative decoding is utilized to compute and pass the extrinsic information between modules. An analytical framework is then provided to characterize the asymptotic performance of the proposed EP detector with a large number of antennas. Simulation results will show that the proposed method outperforms the distributed detectors in terms of bit-error rate.
Citation Format(s)
Distributed Expectation Propagation Detection for Cell-Free Massive MIMO. / He, Hengtao; Wang, Hanqing; Yu, Xianghao et al.
2021 IEEE Global Communications Conference (GLOBECOM): Proceedings. Institute of Electrical and Electronics Engineers, Inc., 2021. (IEEE Global Communications Conference, GLOBECOM - Proceedings).
2021 IEEE Global Communications Conference (GLOBECOM): Proceedings. Institute of Electrical and Electronics Engineers, Inc., 2021. (IEEE Global Communications Conference, GLOBECOM - Proceedings).
Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review