Pseudo-Inverse vs Generalized Inverse for C-RAN Downlink Precoding

被引:3
作者
Mojahedian, Mohammad M. [1 ]
Mosayebi, Reza [1 ]
Lozano, Angel [1 ]
机构
[1] Univ Pompeu Fabra, Barcelona, Spain
来源
2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM) | 2020年
基金
欧洲研究理事会;
关键词
C-RAN; cell-free networks; ultradense networks; zero-forcing precoding; pseudo-inverse; generalized inverse; FREE MASSIVE MIMO;
D O I
10.1109/GLOBECOM42002.2020.9348123
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper tackles the problem of zero-forcing (ZF) precoding for the downlink of centralized radio-access networks operating in a cell-free fashion. While the customary workhorse of ZF precoding is the channel pseudo-inverse, because of the separate power constraint at each participating access point, the pseudo-inverse is not optimum. Rather, it can be improved upon by other inverses that allow conveying stronger signals (or, equivalently, consuming less power) while respecting the same ZF conditions. Motivated by the enormous disparity in computational cost between simple pseudo-inversion and general inversion, we ascertain the performance disadvantage of the former in a wide range of conditions. The welcome conclusion is that pseudo-inversion is close-to-optimum for all operational regimes of interest.
引用
收藏
页数:6
相关论文
共 22 条
[1]  
3GPP, 2017, TR 36.814
[2]   Modified Conjugate Beamforming for Cell-Free Massive MIMO [J].
Attarifar, Masoud ;
Abbasfar, Aliazam ;
Lozano, Angel .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2019, 8 (02) :616-619
[3]  
Attarifar M, 2018, IEEE INT CONF COMM
[4]   Wireless Networks Appear Poissonian Due to Strong Shadowing [J].
Blaszczyszyn, Bartlomiej ;
Karray, Mohamed Kadhem ;
Keeler, H. Paul .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2015, 14 (08) :4379-4390
[5]  
Bursalioglu OY, 2016, CONF REC ASILOMAR C, P3, DOI 10.1109/ACSSC.2016.7868983
[6]   Cloud RAN for Mobile Networks-A Technology Overview [J].
Checko, Aleksandra ;
Christiansen, Henrik L. ;
Yan, Ying ;
Scolari, Lara ;
Kardaras, Georgios ;
Berger, Michael S. ;
Dittmann, Lars .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (01) :405-426
[7]   Channel Hardening and Favorable Propagation in Cell-Free Massive MIMO With Stochastic Geometry [J].
Chen, Zheng ;
Bjornson, Emil .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2018, 66 (11) :5205-5219
[8]   Is the PHY Layer Dead? [J].
Dohler, Mischa ;
Heath, Robert W., Jr. ;
Lozano, Angel ;
Papadias, Constantinos B. ;
Valenzuela, Reinaldo A. .
IEEE COMMUNICATIONS MAGAZINE, 2011, 49 (04) :159-165
[9]   Ergodic Spectral Efficiency in MIMO Cellular Networks [J].
George, Geordie ;
Mungara, Ratheesh K. ;
Lozano, Angel ;
Haenggi, Martin .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (05) :2835-2849
[10]  
Heath R., 2019, Foundations of MIMO Communication