Co-Channel Interference Management for Heterogeneous Networks Using Deep Learning Approach

Co-channel Interference in Heterogeneous Networks: Rician/Rayleigh Scenario

Co-channel interference suppression for multi-cell MIMO heterogeneous network

The heterogeneous network, contains a macro cell and a grid of low power nodes with the same frequencies, can improve the system capacity and spectrum efficiency. Configuring low-power nodes that share the same spectrum with macro cell to form heterogeneous networks makes it more likely to improve the system capacity and spectrum efficiency, but inevitably, strong co-channel interference is the...

Multicast Relay Networks with Co-Channel Interference

In this letter, we investigate the outage probability of a dual-hop N -best decode-and-forward multicast relay network in which the relay and destination undergo multiple co-channel interferences (CCIs). It is shown that the signal-to-interferenceplus-noise ratio (SINR) of the link from source to destination and that from relays to destination are correlated due to the common CCI at the destina...

A new dynamic co-channel interference model for simulation of heterogeneous wireless networks

This paper presents an interference model of overlapping radio channels which allocate the same frequency band. The model is based on the INET Framework [12] of OMNeT++ [11] simulation engine and the raytracing tool Radiowave Propagation Simulator (RPS) [14]. By using our prediction model, we present a proposal for an easier integration of adaptive bit rate adjustment for wireless networks in O...

Detecting Overlapping Communities in Social Networks using Deep Learning

In network analysis, a community is typically considered of as a group of nodes with a great density of edges among themselves and a low density of edges relative to other network parts. Detecting a community structure is important in any network analysis task, especially for revealing patterns between specified nodes. There is a variety of approaches presented in the literature for overlapping...