Submodular Rate Region Models for Multicast Communication in Wireless Networks
by
 
Riemensberger, Maximilian. author.

Title
Submodular Rate Region Models for Multicast Communication in Wireless Networks

Author
Riemensberger, Maximilian. author.

ISBN
9783319652320

Personal Author
Riemensberger, Maximilian. author.

Physical Description
XXIII, 281 p. 52 illus. online resource.

Series
Foundations in Signal Processing, Communications and Networking, 14

Contents
Introduction -- Submodular Information Flow Models for Multicast Communication -- Network Utility Maximization via Submodular Dual Decomposition -- Network Coding Bounds and Submodularity -- Deterministic and Linear Finite Field Networks -- Erasure Broadcast Networks -- Network Coding Bounds for Gaussian Networks -- Numerical Results for Gaussian Networks -- Concluding Remarks.

Abstract
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.

Subject Term
Telecommunication.
 
Functional analysis.
 
Communications Engineering, Networks. http://scigraph.springernature.com/things/product-market-codes/T24035
 
Graph Theory. http://scigraph.springernature.com/things/product-market-codes/M29020
 
Information Systems Applications (incl. Internet). http://scigraph.springernature.com/things/product-market-codes/I18040
 
Functional Analysis. http://scigraph.springernature.com/things/product-market-codes/M12066

Added Corporate Author
SpringerLink (Online service)

Electronic Access
https://doi.org/10.1007/978-3-319-65232-0


LibraryMaterial TypeItem BarcodeShelf NumberStatus
IYTE LibraryE-Book2086758-1001TK1 -9971Online Springer