Submodular Rate Region Models for Multicast Communication in Wireless Networks

Maximilian Riemensberger

ISBN 10: 3319652311 / ISBN 13: 9783319652313

Published by Springer International Publishing Sep 2017, 2017

About this Item

This item is printed on demand - it takes 3-4 days longer - Neuware - This book proposes representations of multicast rate regions in wireless networks based on the mathematical concept of submodular functions, e.g., the submodular cut model and the polymatroid broadcast model. These models subsume and generalize the graph and hypergraph models. The submodular structure facilitates a dual decomposition approach to network utility maximization problems, which exploits the greedy algorithm for linear programming on submodular polyhedra. This approach yields computationally efficient characterizations of inner and outer bounds on the multicast capacity regions for various classes of wireless networks. 308 pp. Englisch.

Seller Inventory # 9783319652313

Bibliographic Details

• Title: Submodular Rate Region Models for Multicast Communication in Wireless Networks
• Publisher: Springer International Publishing Sep 2017
• Publication Date: 2017
• Language: English
• ISBN 10: 3319652311
• ISBN 13: 9783319652313
• Binding: Buch
• Condition: Neu

About this title

Synopsis

​This book proposes representations of multicast rate regions in wireless networks based on the mathematical concept of submodular functions, e.g., the submodular cut model and the polymatroid broadcast model. These models subsume and generalize the graph and hypergraph models. The submodular structure facilitates a dual decomposition approach to network utility maximization problems, which exploits the greedy algorithm for linear programming on submodular polyhedra. This approach yields computationally efficient characterizations of inner and outer bounds on the multicast capacity regions for various classes of wireless networks.