Efficient Pruned-DFT FBMC-OQAM for Performance Enhancement of MIMO Channel Equalization Techniques by Thamer M. Jamel, Ali Al-Shuwaili

“…However, the FBMC/OQAM orthogonality constraint is loosened, confined to the real field alone, resulting in intrinsic interference. This interference causes incompatibilities between FBMC/OQAM and certain MIMO schemes. …”
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Cross Layer Power Allocation by Graph Neural Networks in Heterogeneous D2D Video Communications by Shu-Ming Tseng, Sz-Tze Wen, Chao Fang, Mehdi Norouzi

“…Therefore, in this paper, we propose the video-optimized heterogeneous interference graph neural network (VD-HIGNN) as a cross-layer D2D resource allocation method for video transmission, which introduces the following contributions: 1) joint source encoder rate and beamforming/power control, 2) incorporating video rate distortion function parameters from the application layer into the node features, and 3) changing the loss function from data rate to Peak-Signal-to-Noise-Ratio (PSNR), a function of video rate distortion and a metric of video quality. …”
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Separating and quantifying facility-level methane emissions with overlapping plumes for spaceborne methane monitoring by Y. Pang, Y. Pang, L. Tian, D. Hu, S. Gao, G. Liu, G. Liu

“…To address these challenges, we propose a separation approach based on a heuristic optimization and the multi-source Gaussian plume model to separate the overlapping plumes. …”
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BCSM-YOLO: An Improved Product Package Recognition Algorithm for Automated Retail Stores Based on YOLOv11 by Pingqing Hou, Shaoze Huang

“…Robustness tests confirm its strong anti-interference ability, demonstrating its effectiveness for detection and identification of supermarket goods.…”
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JCN: Joint Constraint-Based Human Pose Refinement Networks by Yuru Zhang, Jiayuan Zhao, Xiaodong Su, Hongyan Xu, Meijian Jin

“…In contrast, for the background interference problem, the model needs more non-local semantic information to guide the model to make semantic judgments. …”
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Gaseous Ammonia Sensing from Liquids via a Portable Chemosensor with Signal Correction for Humidity by Andrea Rescalli, Ilaria Porello, Pietro Cerveri, Francesco Cellesi

“…The device combines a polyaniline (PANI)-based chemoresistive sensor with interdigitated electrodes and a resistance readout circuit, enclosed in a gas-permeable hydrophobic membrane that permits ammonia in the vapor phase only to reach the sensing layer, ensuring selectivity and protection from liquid interference. The ink formulation was optimized. PANI nanoparticle suspension exhibited a monomodal, narrow particle size distribution with an average size of 120 nm and no evidence of larger aggregates. …”
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ES-Net Empowers Forest Disturbance Monitoring: Edge–Semantic Collaborative Network for Canopy Gap Mapping by Yutong Wang, Zhang Zhang, Jisheng Xia, Fei Zhao, Pinliang Dong

“…First, a refined sample library containing multi-scale interference features was constructed, which included 2808 annotated UAV images. …”
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YOLO-Air: An Efficient Deep Learning Network for Small Object Detection in Drone-Based Imagery by Jigang Qiu, Fangkai Cai, Ning Fu, Yuanfei Yao

“…Additionally, we design the novel AeroFPN (Aerial Feature Pyramid Network) to optimize feature transmission by alleviating shallow feature loss through the inclusion of the xsmall detection head. …”
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Performance Evaluation of Energy Efficiency in Dense Heterogeneous Wireless Network by Hengzhi Zhang, Zhongyuan Zhao, Fudong Yang, Yong Li

“…In dense heterogeneous wireless network, the large-scale small cell deployment can substantially increase not only the complexity of the interference environment but also the network energy consumption. …”
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The Algorithm of Treatment Tactics for Patients with Tumor Obstruction of Extrahepatic Bile Ducts by Dutka Ya.

“…While conducting palliative interference a preference was given to internal drainage of bile ducts. …”
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Therapeutic Drug Monitoring of Everolimus Using Volumetric Absorptive Microsampling and Quantitative Dried Blood Spot Methods with LC-MS/MS in Adult Solid Organ Transplant Recipien... by Arkadiusz Kocur, Bartosz Olkowski, Mateusz Moczulski, Dorota Miszewska-Szyszkowska, Olga Maria Rostkowska, Katarzyna Polak, Katarzyna Korniluk, Teresa Bączkowska, Magdalena Durlik, Tomasz Pawiński

“…The method demonstrated high accuracy and precision across all matrices, with no significant carryover or matrix interference. Statistical analysis using Passing–Bablok regression and Bland–Altman plots showed excellent agreement between the microsampling methods and the venous reference. …”
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A Channel Attention-Based Denoising Autoencoder U-Net and Classifier (UNA-DAEC) for Signal Identification Under Challenging SNR Conditions by Ife Olalekan Ebo, Idowu Ajayi, Lina Mroueh, Youmni Ziade, Sylvain Azarian

“…This is achieved by first denoising the noisy signals to obtain optimal representations, enabling high classification accuracy with a single forward and backward propagation. …”
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Extraction of Garlic in the North China Plain Using Multi-Feature Combinations from Active and Passive Time Series Data by Chuang Peng, Binglong Gao, Wei Wang, Wenji Zhu, Yongqi Chen, Chao Dong

“…Third, we evaluated the classification outcomes of various feature combinations to generate an optimal garlic cultivation distribution map for each region. …”
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Layered Production Allocation Method for Dual-Gas Co-Production Wells by Guangai Wu, Zhun Li, Yanfeng Cao, Jifei Yu, Guoqing Han, Zhisheng Xing

“…The regulatory mechanisms of the gas–liquid distribution, deliquification efficiency, and interlayer interference under two typical vertical stacking relationships—“coal over sand” and “sand over coal”—are systematically analyzed with respect to different tubing setting depths. …”
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Complications of Minimally Invasive Achilles Repair Using the Midsubstance Speedbridge and Percutaneous Achilles Repair System by John J. Peabody MD, Steven M. Hadley BA, Sarah Westvold MPH, Stephen Devlin MD, Shaun Chang MD, Milap Patel DO, Anish R. Kadakia MD

“…No consensus in current literature identifies the optimal minimally invasive Achilles rupture repair technique to reduce complication rates. …”
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Deep reinforcement learning agents for dynamic spectrum access in television whitespace cognitive radio networks by Udeme C. Ukpong, Olabode Idowu-Bismark, Emmanuel Adetiba, Jules R. Kala, Emmanuel Owolabi, Oluwadamilola Oshin, Abdultaofeek Abayomi, Oluwatobi E. Dare

“…Evaluations show that the DQN model achieves a 96.34 % interference avoidance rate compared to 95.97 % of QRDQN. …”
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Embryo-derived trypsin-induced calcium entry is inhibited by endometrial infertility factor, LEFTY2 by Zhiqi Yang, Jing Yan, Jing Yan, Steffen Kull, Md. Alauddin, Sara Y. Brucker, Melanie Henes, Florian Lang, Madhuri S. Salker

“…IntroductionA transient window of uterine receptivity ensures that embryos implant in an optimal endometrial environment. Failure to establish or premature closure of the implantation window is thought to be a major cause of infertility, which affects many couples globally. …”
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Based on the N2N-SAMP for sparse underwater acoustic channel estimation by Zhen Wang, Zhen Wang, Maofa Wang, Yangzhen Wang, Yangzhen Wang, Zhenjing Zhu, Zhenjing Zhu, Guangtao Shang, Guangtao Shang, Jiabao Zhao, Jiabao Zhao, Ning Hu, Ning Hu

“…However, the unique sparsity and noise interference characteristics of the underwater channel pose significant challenges to the performance of traditional channel estimation methods.MethodsTo address these challenges, we propose a sparse underwater channel estimation method that combines the Noise2Noise (N2N) algorithm with the Sparsity Adaptive Matching Pursuit (SAMP) algorithm. …”
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<italic>WiLongH</italic>: A Custom Hand-Held Platform for Long-Range HaLow Mesh Networks in Human-to-Human Communication by Kavin Kumar Thangadorai, Krishna M. Sivalingam, Anshul Pandey, Kumar Murugesan, Madhan Raj Kanagarathinam

“…Moreover, the use of a SAW filter in the US band (902-928 MHz) significantly reduced cellular interference, enhancing voice and video call performance by 15-20% and 7-10%, respectively. …”
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CRISPR/CasRx-mediated RNA knockdown targeting β-catenin and Ihh signaling alleviates osteoarthritis by Xingyun Huang, Jiamin Yu, Shixue Gou, Hongyu Qin, William W. Lu, Zhen Li, Liping Tong, Di Chen

“…CRISPR/CasRx is a new RNA interference tool that can precisely and efficiently cleave single-strand RNAs. …”
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