research
∙
02/17/2023
Codes Correcting Burst and Arbitrary Erasures for Reliable and Low-Latency Communication
Motivated by modern network communication applications which require low...
share
research
∙
12/12/2022
CTT-Net: A Multi-view Cross-token Transformer for Cataract Postoperative Visual Acuity Prediction
Surgery is the only viable treatment for cataract patients with visual a...
research
∙
08/10/2022
Learning Quantization in LDPC Decoders
Finding optimal message quantization is a key requirement for low comple...
research
∙
05/24/2022
GMM-based Codebook Construction and Feedback Encoding in FDD Systems
We propose a precoder codebook construction and feedback encoding scheme...
research
∙
05/01/2022
Closed-form max-min power control for some cellular and cell-free massive MIMO networks
Many common instances of power control problems for cellular and cell-fr...
research
∙
04/29/2022
Mitigating Low-volume DoS Attacks with Data-driven Resource Accounting
Low-volume Denial-of-Service (μDoS) attacks have been demonstrated to fu...
research
∙
04/14/2022
LSTM-Autoencoder based Anomaly Detection for Indoor Air Quality Time Series Data
Anomaly detection for indoor air quality (IAQ) data has become an import...
research
∙
03/30/2022
IGRF-RFE: A Hybrid Feature Selection Method for MLP-based Network Intrusion Detection on UNSW-NB15 Dataset
The effectiveness of machine learning models is significantly affected b...
research
∙
02/02/2022
Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection
The network intrusion detection task is challenging because of the imbal...
research
∙
05/19/2021
Unsupervised Learning of Adaptive Codebooks for Deep Feedback Encoding in FDD Systems
In this work, we propose a joint adaptive codebook construction and feed...
research
∙
02/14/2020
Limits of Transmit and Receive Array Gain in Massive MIMO
In this paper, we consider the transmit and receive antenna array gain o...
research
∙
10/29/2019
Sign-Bit Shaping Using Polar Codes
A new polar coding scheme for higher order modulation is presented. The ...
research
∙
07/28/2019
Finite-Precision Implementation of Arithmetic Coding Based Distribution Matchers
A distribution matcher (DM) encodes a binary input data sequence into a ...
research
∙
07/24/2019
On Reciprocity in Physically Consistent TDD Systems with Coupled Antennas
We consider the reciprocity of the information theoretic channel of Time...
research
∙
04/03/2019
Arithmetic Coding Based Multi-Composition Codes for Bit-Level Distribution Matching
A distribution matcher (DM) encodes a binary input data sequence into a ...
research
∙
12/19/2018
Probabilistically Shaped Multi-Level Coding with Polar Codes for Fading Channels
A probabilistic shaping method for multi-level coding (MLC) is presented...
research
∙
11/18/2018
libmpk: Software Abstraction for Intel Memory Protection Keys
Intel memory protection keys (MPK) is a new hardware feature to support ...
research
∙
08/28/2018
Polar Codes with Integrated Probabilistic Shaping for 5G New Radio
A modification to 5G New Radio (NR) polar code is proposed, which improv...
research
∙
12/05/2017