A unified framework for wireless max-min utility optimization with general monotonic constraints

Y. W.Peter Hong, Chee Wei Tan, Liang Zheng, Cheng Lin Hsieh, Chia-Han Lee

研究成果: Conference contribution同行評審

14 引文 斯高帕斯(Scopus)

摘要

This paper presents a unifying and systematic framework to solve wireless max-min utility fairness optimization problems in multiuser wireless networks with generalized monotonic constraints. These problems are often challenging to solve due to their nonlinearity and non-convexity. Our framework leverages a general result in nonlinear Perron-Frobenius theory to characterize the global optimal solution of these problems analytically, and to design scalable and fast-convergent algorithms for the computation of the optimal solution. This work advances the state-of-the-art in handling wireless utility optimization problems with nonlinear monotonic constraints, which existing methodologies cannot handle, and also unifies previous works in this area. Several representative applications are considered to illustrate the effectiveness of the proposed framework, including max-min quality of service subject to robust interference temperature constraints in cognitive radio networks, min-max outage subject to outage constraints in heterogeneous networks, and min-max weighted MSE subject to SINR constraints in multiuser downlink system.

原文English
主出版物標題IEEE INFOCOM 2014 - IEEE Conference on Computer Communications
發行者Institute of Electrical and Electronics Engineers Inc.
頁面2076-2084
頁數9
ISBN(列印)9781479933600
DOIs
出版狀態Published - 1 1月 2014
事件33rd IEEE Conference on Computer Communications, IEEE INFOCOM 2014 - Toronto, ON, Canada
持續時間: 27 4月 20142 5月 2014

出版系列

名字Proceedings - IEEE INFOCOM
ISSN(列印)0743-166X

Conference

Conference33rd IEEE Conference on Computer Communications, IEEE INFOCOM 2014
國家/地區Canada
城市Toronto, ON
期間27/04/142/05/14

指紋

深入研究「A unified framework for wireless max-min utility optimization with general monotonic constraints」主題。共同形成了獨特的指紋。

引用此