Approximate message passing (AMP) for Massive MIMO detection

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AMP is used along with MMSE. Ref: "Hybrid Vector Perturbation Precoding: The Blessing of Approximate Message Passing,", IEEE TSP.

http://www.commsp.ee.ic.ac.uk/~slyu/approximate-message-passing-amp-for-massive-mimo-detection-ma...

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Aggiornato 25 ott 2018

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The lattice bases (channel matrices) in the uplink data detection problem of massive MIMO systems are naturally short and orthogonal, so it suggests we can apply the
hybrid scheme to this scenario without using lattice reduction. Simulation results confirm the effectiveness of this extension.

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Lyu, Shanxiang, and Cong Ling. “Hybrid Vector Perturbation Precoding: The Blessing of Approximate Message Passing.” IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers (IEEE), 2018, pp. 1–1, doi:10.1109/tsp.2018.2877205.

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Versione	Pubblicato	Note della release
1.0.0	25 ott 2018		Scarica

MLA	Lyu, Shanxiang, and Cong Ling. “Hybrid Vector Perturbation Precoding: The Blessing of Approximate Message Passing.” IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers (IEEE), 2018, pp. 1–1, doi:10.1109/tsp.2018.2877205.
APA	Lyu, S., & Ling, C. (2018). Hybrid Vector Perturbation Precoding: The Blessing of Approximate Message Passing. IEEE Transactions on Signal Processing, 1–1. Institute of Electrical and Electronics Engineers (IEEE). Retrieved from https://doi.org/10.1109%2Ftsp.2018.2877205
BibTeX	@article{Lyu_2018, doi = {10.1109/tsp.2018.2877205}, url = {https://doi.org/10.1109%2Ftsp.2018.2877205}, year = 2018, publisher = {Institute of Electrical and Electronics Engineers ({IEEE})}, pages = {1--1}, author = {Shanxiang Lyu and Cong Ling}, title = {Hybrid Vector Perturbation Precoding: The Blessing of Approximate Message Passing}, journal = {{IEEE} Transactions on Signal Processing} }