Submodular Rate Region Models for Multicast Communication in Wireless Networks (Foundations in Signal Processing, Communications and Networking, 14) - Hardcover

Book 7 of 11: Foundations in Signal Processing, Communications and Networking

Riemensberger, Maximilian

 
9783319652313: Submodular Rate Region Models for Multicast Communication in Wireless Networks (Foundations in Signal Processing, Communications and Networking, 14)

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.

"synopsis" may belong to another edition of this title.

From the Back Cover

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.

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9783319879802: Submodular Rate Region Models for Multicast Communication in Wireless Networks (Foundations in Signal Processing, Communications and Networking, 14)

Featured Edition

ISBN 10:  3319879804 ISBN 13:  9783319879802
Publisher: Springer, 2018
Softcover