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A Dual Attention Encoder-Decoder Text Summarization Model.
Publication Type: Academic Journal
Source(s): Computers, Materials & Continua. 2023, Vol. 74 Issue 2, p3697-3710. 14p.
Abstract: A worthy text summarization should represent the fundamental content of the document. Recent studies on computerized text summarization tried to present solutions to this challenging problem. Attention models are employed extensively in text summarizat...
Online Control Method of Small- and Medium-Sized Electromechanical Equipment Based on Deep Neural Network.
Publication Type: Academic Journal
Source(s): Journal of Robotics. 10/8/2022, p1-10. 10p.
Abstract: In order to improve the online control effect of small- and medium-sized electromechanical equipment, this paper studies the online control method of small- and medium-sized electromechanical equipment combined with the deep audit network. Moreover, st...
Puncturing scheme for polar codes based on channel reliability estimation.
Publication Type: Academic Journal
Source(s): Telecommunication Systems. Apr2023, Vol. 82 Issue 4, p499-508. 10p.
Abstract: The compiled code algorithms for polar codes, which were proposed by Arikan, are of low complexity, with excellent performance for a given code length when using optimized decoding algorithms. They have attracted widespread attention and gained popular...
Reconstruction of a Synchronous Scrambler Based on Average Check Conformity.
Publication Type: Academic Journal
Source(s): Mathematical Problems in Engineering. 7/6/2022, p1-14. 14p.
Abstract: Channel coding technology is indispensable in digital communication systems. In noncooperative contexts, the identification of the channel codes of the synchronous scrambler is essential. In this paper, a new algorithm that directly uses a soft decisio...
General Strong Polarization.
Publication Type: Academic Journal
Source(s): Journal of the ACM. Mar2022, Vol. 69 Issue 2, p1-67. 67p.
Abstract: Arıkan's exciting discovery of polar codes has provided an altogether new way to efficiently achieve Shannon capacity. Given a (constant-sized) invertible matrix M, a family of polar codes can be associated with this matrix and its ability to approach ...
Aggregation-Based Dynamic Channel Bonding to Maximise the Performance of Wireless Local Area Networks (WLAN).
Publication Type: Academic Journal
Source(s): Wireless Communications & Mobile Computing. 6/7/2022, p1-11. 11p.
Abstract: Channel bonding is considered by the IEEE 802.11ac amendment to improve wireless local area network (WLAN) performance. In this article, the channel bonding and aggregation method were proposed to increase wireless local area network performance (WLANs...
Deployment of Polar Codes for Mission-Critical Machine-Type Communication Over Wireless Networks.
Publication Type: Academic Journal
Source(s): Computers, Materials & Continua. 2021, Vol. 71 Issue 1, p573-592. 20p.
Abstract: Mission critical Machine-type Communication (mcMTC), also referred to as Ultra-reliable Low Latency Communication (URLLC), has become a research hotspot. It is primarily characterized by communication that provides ultra-high reliability and very low l...
Design of high‐speed data transfer turbo code for body channel communication transceivers.
Publication Type: Academic Journal
Source(s): International Journal of Communication Systems. May2023, Vol. 36 Issue 7, p1-11. 11p.
Abstract: Summary: In this work, a digital differential transmitter based on low‐power wireless compensation transceiver for body channel communication (BCC) is proposed. Further, the proposed transceiver is composed of Touch Status Detection Unit (TSDU), Wirele...
Adaptive Bit-Labeling Design for Probabilistic Shaping Based on Residual Source Redundancy.
Publication Type: Academic Journal
Source(s): Entropy. Apr2023, Vol. 25 Issue 4, p586. 12p.
Abstract: By using the residual source redundancy to achieve the shaping gain, a joint source-channel coded modulation (JSCCM) system has been proposed as a new solution for probabilistic amplitude shaping (PAS). However, the source and channel codes in the JSCC...
On Decoder Ties for the Binary Symmetric Channel with Arbitrarily Distributed Input.
Publication Type: Academic Journal
Source(s): Entropy. Apr2023, Vol. 25 Issue 4, p668. 23p.
Abstract: The error probability of block codes sent under a non-uniform input distribution over the memoryless binary symmetric channel (BSC) and decoded via the maximum a posteriori (MAP) decoding rule is investigated. It is proved that the ratio of the probabi...