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A distributed Newton algorithm for network utility maximization in wireless ad hoc networks
Pan, Lian1; Wang, Hanwu2; Jia, Weijia3
2019-10-01
Source PublicationInternational Journal of Communication Systems
ISSN1074-5351
Volume32Issue:15
Abstract

The existing distributed Newton algorithm for network utility maximization cannot be directly applied into the wireless ad hoc networks, as it does not consider the wireless link capacity variation and transmission power consumption. Regarding these, a new joint network utility maximization problem is formulated to optimize the wireless ad hoc network resource utility. The distributed Newton algorithm is implemented to solve for the dual variables and Newton directions by using the local information at each session source and link, respectively. Furthermore, a new iterative method is proposed to improve the convergence rate of the existing matrix-splitting method. Simulation results validate the efficiency and efficacy of the proposed distributed Newton algorithm for wireless ad hoc network utility maximization.

KeywordConvergence Rate Iterative Method Network Utility Newton Algorithm Wireless Ad Hoc
DOI10.1002/dac.4078
URLView the original
Language英語English
WOS IDWOS:000479433600001
Scopus ID2-s2.0-85073575676
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Document TypeJournal article
CollectionUniversity of Macau
Affiliation1.College of Management, Hunan International Economics University, Changsha, China
2.College of Computer Science and Electronic Engineering, Hunan University, Changsha, China
3.Department of Information and Computer Science, Macau University, Macao
Recommended Citation
GB/T 7714
Pan, Lian,Wang, Hanwu,Jia, Weijia. A distributed Newton algorithm for network utility maximization in wireless ad hoc networks[J]. International Journal of Communication Systems, 2019, 32(15).
APA Pan, Lian., Wang, Hanwu., & Jia, Weijia (2019). A distributed Newton algorithm for network utility maximization in wireless ad hoc networks. International Journal of Communication Systems, 32(15).
MLA Pan, Lian,et al."A distributed Newton algorithm for network utility maximization in wireless ad hoc networks".International Journal of Communication Systems 32.15(2019).
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