An approximation approach to network information theory
This monograph illustrates a novel approach, which is based on changing the focus to seek
approximate solutions accompanied by universal guarantees on the gap to optimality, in …
approximate solutions accompanied by universal guarantees on the gap to optimality, in …
An algebraic and probabilistic framework for network information theory
SS Pradhan, A Padakandla… - Foundations and Trends …, 2020 - nowpublishers.com
In this monograph, we develop a mathematical framework based on asymptotically good
random structured codes, ie, codes possessing algebraic properties, for network information …
random structured codes, ie, codes possessing algebraic properties, for network information …
[PDF][PDF] It's easier to approximate
D Tse - Inf. Theory Soc. Newslett, 2010 - stanford.edu
Shannon provided an exact characterization of the fundamental limits of point-to-point
communication. After almost 40 years of effort, meeting the same goal for networks proved to …
communication. After almost 40 years of effort, meeting the same goal for networks proved to …
[图书][B] Network information theory
A El Gamal, YH Kim - 2011 - books.google.com
This comprehensive treatment of network information theory and its applications provides
the first unified coverage of both classical and recent results. With an approach that …
the first unified coverage of both classical and recent results. With an approach that …
Coding for the deterministic network model
E Erez, Y Xu, EM Yeh - 2010 48th Annual Allerton Conference …, 2010 - ieeexplore.ieee.org
The capacity of multiuser networks has been a long-standing problem in information theory.
Recently, Avestimehr et al. have proposed a deterministic network model to approximate …
Recently, Avestimehr et al. have proposed a deterministic network model to approximate …
Deterministic network model revisited: An algebraic network coding approach
E Erez, MJ Kim, Y Xu, EM Yeh… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
The capacity of multiuser networks has been a long-standing problem in information theory.
Recently, Avestimehr et al. have proposed a deterministic network model to approximate …
Recently, Avestimehr et al. have proposed a deterministic network model to approximate …
Cut-set bounds on network information flow
Explicit characterization of the capacity region of communication networks is a long-standing
problem. While it is known that network coding can outperform routing and replication, the …
problem. While it is known that network coding can outperform routing and replication, the …
On the capacity of large Gaussian relay networks
M Gastpar, M Vetterli - IEEE Transactions on Information …, 2005 - ieeexplore.ieee.org
The capacity of a particular large Gaussian relay network is determined in the limit as the
number of relays tends to infinity. Upper bounds are derived from cut-set arguments, and …
number of relays tends to infinity. Upper bounds are derived from cut-set arguments, and …
When all information is not created equal
SP Borade - 2008 - dspace.mit.edu
Following Shannon's landmark paper, the classical theoretical framework for communication
is based on a simplifying assumption that all information is equally important, thus aiming to …
is based on a simplifying assumption that all information is equally important, thus aiming to …
A theory of network equivalence–Part II: Multiterminal channels
A technique for bounding the capacities of networks of independent channels is introduced.
Parts I and II treat point-to-point and multiterminal channels, respectively. Bounds are …
Parts I and II treat point-to-point and multiterminal channels, respectively. Bounds are …