標題: | Achieving Large Sum Rate and Good Fairness in MISO Broadcast Communication |
作者: | Huang, Ji-You Lu, Hsiao-Feng 電機工程學系 電信工程研究所 Department of Electrical and Computer Engineering Institute of Communications Engineering |
關鍵字: | Broadcast communication;MISO;dirty paper coding;zero-forcing beamforming;fairness |
公開日期: | 1-Jun-2019 |
摘要: | Atradeoff between sum rate and fairness for multiple-input single-output (MISO) broadcast communication employing dirty paper coding or zero-forcing dirty paper coding at physical layer is investigated in this paper. The tradeoff is based on a new design objective termed "tri-stage" approach as well as a new l(1)-based fairness measure that is much more robust than the well-known Jain's index for comparing fairness levels achieved by various design objectives at a much finer resolution in high SNR regime. The newly proposed tri-stage design also introduces a new concept of statistical power allocation that randomly allocates power to users based on an optimal probability distribution derived from the tradeoff between sum rate and fairness. Simulation results show that the proposed approach can simultaneously achieve a larger sum rate and better fairness than the reputable proportional fairness criterion. A performance upper bound is also given in the paper to show the excellent performance of the proposed approach at moderate and high SNR regimes as well as some potential for further improvement in low SNR regime. |
URI: | http://dx.doi.org/10.1109/TVT.2019.2908167 http://hdl.handle.net/11536/152195 |
ISSN: | 0018-9545 |
DOI: | 10.1109/TVT.2019.2908167 |
期刊: | IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY |
Volume: | 68 |
Issue: | 6 |
起始頁: | 5684 |
結束頁: | 5695 |
Appears in Collections: | Articles |