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researcher

Dianxin Luan

8 papers hereh-index 5166 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author7
  • middle author1

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • eess.SP6
  • cs.LG2
same name
  • Dianxin Luan — 3 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedLow Complexity Channel estimation with Neural Network Solutions

15 citations · 16 across the 8 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

eess.SP2023★ 1 cited

Channelformer: Attention based Neural Solution for Wireless Channel Estimation and Effective Online Training

Dianxin Luan, John Thompson

In this paper, we propose an encoder-decoder neural architecture (called Channelformer) to achieve improved channel estimation for orthogonal frequency-division multiplexing (OFDM)…

eess.SP2023

Achieving Robust Generalization for Wireless Channel Estimation Neural Networks by Designed Training Data

Dianxin Luan, John Thompson

In this paper, we propose a method to design the training data that can support robust generalization of trained neural networks to unseen channels. The proposed design that improv…

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