Precoding and reception for ULA-based wide-aperture MIMO

An approach is presented to compute the capacity-achieving precoder and receiver for wide-aperture MIMO with uniform linear arrays in O(N2min) operations as opposed to the O(N2minNmax) required by the singular-value decomposition of the channel matrix; Nmin and Nmax are the smallest and largest of t...

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Detalhes bibliográficos
Autores: Mojahedian, Mohammad Mahdi, Lozano Solsona, Angel
Tipo de documento: artigo
Estado:Versión aceptada para publicación
Data de publicação:2023
País:España
Recursos:Universitat Pompeu Fabra
Repositório:Repositorio Digital de la UPF
OAI Identifier:oai:repositori.upf.edu:10230/59489
Acesso em linha:http://hdl.handle.net/10230/59489
http://dx.doi.org/10.1109/LWC.2023.3238037
Access Level:Acceso aberto
Palavra-chave:Receiving antennas
MIMO communication
Precoding
Linear antenna arrays
Transmitting antennas
Signal to noise ratio
Matrix decomposition
Descrição
Resumo:An approach is presented to compute the capacity-achieving precoder and receiver for wide-aperture MIMO with uniform linear arrays in O(N2min) operations as opposed to the O(N2minNmax) required by the singular-value decomposition of the channel matrix; Nmin and Nmax are the smallest and largest of the numbers of transmit and receive antennas. This hefty reduction in complexity comes at no cost in performance provided a parabolic wavefront model applies over the arrays, which is the case if the array apertures are not overly large relative to the range. Then, as the number of antennas grows larger, the proposed approach evolves into DFT-based precoders and receivers that are even more easily computable.