Graduate School and Research Center in Digital Sciences

Multi-user MIMO max-min user rate via weighted MSE balancing

Ghamnia, Imène; Slock, Dirk TM; Yuan-Wu, Yi

ISWCS 2019, 16th International Symposium on Wireless Communication Systems, 27-30 August 2019, Oulu, Finland

This paper investigates the problem of user rate balancing with power constraints for the downlink transmission of multiuser Multiple-Input-Multiple-Output (MIMO) system. However, this max-min rate problem is not jointly convex. Therefore, we transform the original problem into matrix-weighted user Mean Squared Error (MSE) balancing. In particular, we enhance user fairness by solving the min-max matrix-weighted MSE optimization problem by power allocation and choice of transceiver filters in a way to maximize the minimum downlink rate of the users. Formulating the balancing operation as constraints, we introduce the corresponding Lagrangian for which we reach the saddle point by alternating optimization. Various aspects of Perron Frobenius theory are exploited in the process. Simulation results are provided to validate the proposed algorithm and demonstrate its performance improvement over e.g. unweighted MSE balancing.

Document Doi Bibtex

Title:Multi-user MIMO max-min user rate via weighted MSE balancing
Keywords:rate balancing, max-min fairness, Lagrange duality, transceiver optimization, multi-user MIMO
Type:Conference
Language:English
City:Oulu
Country:FINLAND
Date:
Department:Communication systems
Eurecom ref:5988
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Bibtex: @inproceedings{EURECOM+5988, doi = {http://dx.doi.org/10.1109/ISWCS.2019.8877111}, year = {2019}, title = {{M}ulti-user {MIMO} max-min user rate via weighted {MSE} balancing}, author = {{G}hamnia, {I}m{\`e}ne and {S}lock, {D}irk {TM} and {Y}uan-{W}u, {Y}i}, booktitle = {{ISWCS} 2019, 16th {I}nternational {S}ymposium on {W}ireless {C}ommunication {S}ystems, 27-30 {A}ugust 2019, {O}ulu, {F}inland}, address = {{O}ulu, {FINLAND}}, month = {08}, url = {http://www.eurecom.fr/publication/5988} }
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