Mean-field resonance-theoretic view of benzenoid networks

Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks

This paper investigates a cellular edge caching problem under a very large number of small base stations (SBSs) and users. In this ultra-dense edge caching network (UDCN), conventional caching algorithms may crumble in effectiveness as their complexity increases with the number of SBSs. Furthermore, the performance of a UDCN is highly sensitive to the dynamics of user demand and inter-SBS inter...

Mean-Field Networks

The mean field algorithm is a widely used approximate inference algorithm for graphical models whose exact inference is intractable. In each iteration of mean field, the approximate marginals for each variable are updated by getting information from the neighbors. This process can be equivalently converted into a feedforward network, with each layer representing one iteration of mean field and ...

Information Theoretic View on Hybrid Wireless Networks

The capacity of large hybrid wireless networks is considered in this project. The hybrid network is based on an ad-hoc network with an embedded wired infrastructure. Both types of wireless transmissions are allowed in hybrid networks: peer-to-peer and through infrastructure. The report focuses on the case when the number of base stations in the hybrid network grows sub-linearly with the network...

Dirac theory from a field theoretic point of view

Several complications arise in quantum field theory because of the infinite many degrees of freedom. However, the distinction between one-particle and many-particle effects – mainly induced by the vacuum – is not clear up to now. A field theoretic picture of the one-particle Dirac theory is developed in order to explore such questions. Main emphasis is laid on the injection of Grassmann’s algeb...

Fuzzy sets form A meta-system-theoretic point of view