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Burst errors are common in high data rate communication, such as in the Six-Generation (6G) communication system, which degrades its ultra-high reliability requirements. In this study, we have demonstrated how Reed-Solomon codes can be combined with Fifth-Generation (5G) new Radio polar codes to correct burst errors for the 6G system. We have used serial and hybrid concatenating methods. Sequential iterative hard decision decoding methods and Soft Input Soft Output (SISO) with Generalized Minimum Distance (GMD) decoding for the RS decoder have been used. The bit error rate (BER) and Block Error Rate (BLER) performance of the concatenated as well as the 5G polar codes have been evaluated. In the presence of burst errors, the concatenated code gives a BER of [Formula: see text] at - 5.78 dB, while the 5G NR polar code gives [Formula: see text] BER at - 2.79 dB SNR, which is 3 dB SNR gain. The proposed system also performed well in power domain NOMA in which inter-user interference exists. In addition, with SISO GMD and Deep Neural Network-based GMD decoding, the concatenated system showed superior results to the 5G polar codes. A BER of [Formula: see text] at - 6.78 dB is observed compared to the non-Neural Networks SISO GMD decoder. RS-NR-Polar can be used to meet the high-reliability requirements of 6G communication systems.
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http://dx.doi.org/10.1038/s41598-025-13672-2 | DOI Listing |
J Med Internet Res
September 2025
Department of Psychological and Brain Sciences, Boston University, Boston, United States.
Background: Lesbian, gay, bisexual, transgender, queer/questioning, intersex, asexual (LGBTQIA+) researchers and participants frequently encounter hostility in virtual environments, particularly on social media platforms where public commentary on research advertisements can foster stigmatization. Despite a growing body of work on researcher virtual hostility, little empirical research has examined the actual content and emotional tone of public responses to LGBTQIA+-focused research recruitment.
Objective: This study aimed to analyze the thematic patterns and sentiment of social media comments directed at LGBTQIA+ research recruitment advertisements, in order to better understand how virtual stigma is communicated and how it may impact both researchers and potential participants.
Nan Fang Yi Ke Da Xue Xue Bao
August 2025
Department of Biochemistry and Molecular Biology, Bengbu Medical University, Bengbu 233030, China.
Objectives: To study the molecular mechanisms of LDH-loaded si-NEAT1 for regulating paclitaxel resistance and tumor-associated macrophage (TAM) polarization in breast cancer.
Methods: qRT-PCR and Western blotting were used to detect the expression of lncRNA NEAT1, miR-133b, and PD-L1 in breast cancer SKBR3 cells and paclitaxel-resistant SKBR3 cells (SKBR3-PR). The effects of transfection with si-NEAT1 and miR-133b mimics on MRP, MCRP and PD-L1 expressions and cell proliferation, migration and apoptosis were investigated using qRT-PCR, Western blotting, scratch and Transwell assays, and flow cytometry.
Neural Netw
August 2025
College of Information Science and Technology, Jinan University, Guangzhou, Guangdong, 511436, China. Electronic address:
Dynamic vision sensors (DVS) asynchronously encode the polarity of brightness changes with high temporal resolution and a wide dynamic range, making them ideal for capturing temporal information. Spiking neural networks (SNNs) are well-suited for handling such event streams due to their inherent temporal information processing capability. However, existing SNNs only transmit membrane potential across timesteps, neglecting spatial dependencies and failing to extract complex temporal features.
View Article and Find Full Text PDFMar Genomics
September 2025
State Key Laboratory of Microbial Technology, Shandong University, Qingdao 266237, China. Electronic address:
Pseudoalteromonas sp. SD03, a marine bacterium capable of chitin degradation, was isolated from Antarctic surface water. Here, the genome of strain SD03 was sequenced and the chitin metabolic pathways were constructed.
View Article and Find Full Text PDFPLoS One
September 2025
School of Economics and Management, Shanghai University of Sport, Shanghai, China.
The rise of the "sports fandom circle" has become a significant phenomenon in the digital media era, reshaping the emotional and social dynamics of sports fan communities. This study employs grounded theory methodology to analyze web-scraped data from 40 selected accounts on major Chinese social media platforms [Weibo, Xiaohongshu, and Bilibili] over a two-year period. These accounts were identified based on their focus on celebrity athletes [e.
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