2 papers
cs.IT2018
CNN-Based Signal Detection for Banded Linear Systems
Congmin Fan, Xiaojun Yuan, Ying-Jun Angela Zhang
Banded linear systems arise in many communication scenarios, e.g., those involving inter-carrier interference and inter-symbol interference. Motivated by recent advances in deep le…
cs.IT2018
Machine Learning for Heterogeneous Ultra-Dense Networks with Graphical Representations
Congmin Fan, Ying-Jun Angela Zhang, Xiaojun Yuan
Heterogeneous ultra-dense network (H-UDN) is envisioned as a promising solution to sustain the explosive mobile traffic demand through network densification. By placing access poin…