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Gauge-Equivariant Graph Networks via Self-Interference Cancellation

open access: yes
Graph Neural Networks (GNNs) excel on homophilous graphs but often fail under heterophily due to self-reinforcing and phase-inconsistent signals. We propose a Gauge-Equivariant Graph Network with Self-Interference Cancellation (GESC), which replaces additive aggregation with a projection-based interference mechanism.
Choi, Yoonhyuk, Kim, Chong-Kwon
openaire   +2 more sources

On self-interference cancellation in wireless full duplex

open access: yes, 2020
Full duplex means the transmission and reception on a transceiver at the same time and in the same frequency band. In contrast to the time division and frequency division duplexing, in full duplex the receive and transmit signals are non-orthogonal to each other, and this results in the strong transmit signal to act as a strong interferer to the ...
openaire   +1 more source

Self-Interference Cancellation in Interband Carrier Aggregation Transceivers

open access: yes, 2017
The increasing amount of data usage by mobile phone users requires higher data rates which, in turn, calls for employing larger bandwidths and flexible transmission schemes. To meet these demands, advanced solutions such as higher-order modulation techniques, multiantenna and multicarrier transmission shemes, among others, have been developed with time.
openaire   +1 more source

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