Uncoordinated and Decentralized Processing in Extra-Large MIMO Arrays
نویسندگان
چکیده
We propose a decentralized receiver for extra-large multiple-input multiple-output (XL-MIMO) arrays. Our method operates with no central processing unit (CPU) and all the signal detection tasks are done in distributed nodes. exploit combined message-passing framework to design an uncoordinated scheme that overcomes three major challenges XL-MIMO systems: computational complexity, scalability non-stationarities user energy distribution. numerical evaluations show significant performance improvement compared benchmark methods while operating very close centralized receivers.
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ژورنال
عنوان ژورنال: IEEE Wireless Communications Letters
سال: 2022
ISSN: ['2162-2337', '2162-2345']
DOI: https://doi.org/10.1109/lwc.2021.3120694