Approximate message passing (AMP) for Massive MIMO detection

Version 1.0.0 (3.55 KB) by xiao

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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Updated 25 Oct 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.

Cite As

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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Version	Published	Release Notes
1.0.0	25 Oct 2018		Download

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} }