Causal language model aided sequential decoding with natural redundancy

Z Zhu, H Yu, C Shen, J Du, Z Shen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
A high-performance communication receiver desires a sufficient and accurate recognition of
transmitted sources. In this paper, we propose a sequential decoding algorithm for the …

Pre-trained models based receiver design with natural redundancy for Chinese characters

ZY Wang, HY Yu, CY Shen, ZR Zhu… - IEEE …, 2022 - ieeexplore.ieee.org
Pre-trained Models (PTMs) have reached the state-of-the-art (SOTA) on many Natural
Language Processing (NLP) tasks and Computer Vision (CV) tasks, and are called the …

Deep learning based symbol detection with natural redundancy for non-uniform memoryless sources

ZY Wang, HY Yu, ZX Shen, ZR Zhu… - IEEE …, 2022 - ieeexplore.ieee.org
In this letter, we consider improving the performance of symbol detection by utilizing the
natural redundancy (NR) that widely exists in the transmission sources. As an initial study …

Deep learning for waveform level receiver design with natural redundancy

Z Zhu, C Shen, H Yu, Z Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
High-speed information transmission system demands more powerful communication
receivers. In this paper, we integrate deep learning algorithms into constructing waveform …

[PDF][PDF] A lossless text compression technique using syllable based morphology.

I Akman, H Bayindir, S Ozleme, Z Akin… - Int. Arab J. Inf. Technol …, 2011 - academia.edu
In this paper, we present a new lossless text compression technique which utilizes syllable-
based morphology of multi-syllabic languages. The proposed algorithm is designed to …

On LDPC decoding with natural redundancy

P Upadhyaya, AA Jiang - 2017 55th Annual Allerton …, 2017 - ieeexplore.ieee.org
Big-data storage has substantial challenges due to accumulative noise in storage media. To
ensure its long-term reliability, new techniques for error correction are being explored. This …

Representation-oblivious error correction by natural redundancy

P Upadhyaya, AA Jiang - ICC 2019-2019 IEEE International …, 2019 - ieeexplore.ieee.org
Storage systems have a strong need for substantially improving their error correction
capabilities, especially for long-term storage where the accumulating errors can exceed the …

Machine learning for error correction with natural redundancy

P Upadhyaya, A Jiang - arXiv preprint arXiv:1910.07420, 2019 - arxiv.org
The persistent storage of big data requires advanced error correction schemes. The
classical approach is to use error correcting codes (ECCs). This work studies an alternative …

Syllable-based text compression: a language case study

SA Adubi, S Misra - Arabian Journal for Science and Engineering, 2016 - Springer
Compression of texts has been widely studied by various researchers and in the process,
several algorithms have been proposed. However, compression of texts using the syllabic …

Deep learning based sequence detection with natural redundancy for memory sources

ZY Wang, HY Yu, JP Du, ZX Shen, ZR Zhu… - IET …, 2023 - Wiley Online Library
The current wireless communication system has higher performance demands for receivers.
This paper considers exploiting the natural redundancy (NR) that is widely existed in the …