Research of Multidimensional Optimization of LEACH Protocol Based on Reducing Network Energy Consumption by Chunhua Lin, Feng Jiang

“…In the multihop communication between clusters, in order to calculate the fitting factor of the next hop, we derived a new formula, which takes into account the angle, remaining energy, and distance. …”
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A passivity-based stability criterion for a class of biochemical reaction networks by Murat Arcak, Eduardo D. Sontag

“…The next problem addressed is the robustness of stability in thepresence of di®usion terms. …”
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Defending against Online Social Network Rumors through Optimal Control Approach by Da-Wen Huang, Lu-Xing Yang, Xiaofan Yang, Yuan Yan Tang, Jichao Bi

“…This paper is devoted to the design of a cost-effective rumor-containing scheme in online social networks through an optimal control approach. First, a new individual-based rumor spreading model is proposed, and the model considers the influence of the external environment on rumor spreading for the first time. …”
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Driving Path Predication Based Routing Protocol in Vehicular Ad hoc Networks by Yong Feng, Feng Wang, Jingjing Liao, Qian Qian

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Concatenated Vertical Channel Modeling and Performance Analysis for HAP-Based Optical Networks by Neha Tiwari, Swades De, Dharmaraja Selvamuthu

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Applying the metacombination approach in order to design the native model of new product development by seyed Rohollah faraji, Hoseain Adab, jalal HaghighatMonfared

“…Research and development are activities that revolve around the innovation of new products or services in a company. Localization of the research and development network means that the companies affiliated to the countries carry out research and development activities in cooperation with local universities and research institutes. …”
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Markov Model-Based Energy Efficiency Spectrum Sensing in Cognitive Radio Sensor Networks by Yan Jiao, Inwhee Joe

“…Cognitive Radio Sensor Network (CRSN), incorporating cognitive radio capability in wireless sensor networks, is a new paradigm of the next-generation sensor network. …”
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Cluster Optimization in Mobile Ad Hoc Networks Based on Memetic Algorithm: memeHoc by Masood Ahmad, Abdul Hameed, Fasee Ullah, Atif Khan, Hashem Alyami, M. Irfan Uddin, Abdullah ALharbi

“…High-quality individuals are selected for the new population in the next generation. New individuals are generated using the crossover mechanism on the chromosome once the two parents have been selected. …”
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ResNet15: Weather Recognition on Traffic Road with Deep Convolutional Neural Network by Jingming Xia, Dawei Xuan, Ling Tan, Luping Xing

“…A new simplified model named ResNet15 is proposed based on the residual network ResNet50 in this paper. …”
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Operational Identification of Resistances of Wires of 380 V Distribution Networks by Automated Accounting Systems by M. I. Danilov, I. G. Romanenko

“…Considering that the active resistances of the wires must remain unchanged, the mode that is used for calculations is the one that is before the change in power consumption in the network and the next one immediately (about 0.1 s) after it. …”
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Indoor Deterministic Simulations and Statistical Modeling at Sub-THz Frequencies for Future Wireless Networks by Nektarios Moraitis, Konstantina S. Nikita

“…Next generation wireless networks will necessitate new and wide spectrum swaths able to accommodate and support Tb/s applications and services. …”
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Construction of Regional Logistics Weighted Network Model and Its Robust optimization: Evidence from China by Lizhao Yan, Yi Wen, Kok Lay Teo, Jian Liu, Fei Xu

“…This clearly provides a new perspective for the study of the regional logistics networks.…”
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Randomized geographic-based routing with nearly guaranteed delivery for three-dimensional ad hoc network by Alaa E. Abdallah, Emad E. Abdallah, Mohammad Bsoul, Ahmed Fawzi Otoom

“…The first algorithm 3DRanDom chooses the next neighbor randomly from a dominating set of the network (extracted locally). …”
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Revolutionizing load harmony in edge computing networks with probabilistic cellular automata and Markov decision processes by Dinesh Sahu, Nidhi, Rajnish Chaturvedi, Shiv Prakash, Tiansheng Yang, Rajkumar Singh Rathore, Lu Wang, Sabeen Tahir, Sheikh Tahir Bakhsh

“…To solve the problem of how to achieve steady-state load balance and provide dynamic adaption to edge networks, this paper proposes a new framework that using PCA and MDP. …”
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Popcorn Effect–inspired Self‐propagating Formation of High‐conductivity Cement Composite for Multifunctional Applications by Haiping Wu, Jiaqi Huang, Zhengyao Qu, Xueling Zheng, Sirui Tan, Wei Du, Guanming Cai, Zhong Zhao, Jing Wu, Daiqi Li

“…Inspired by the popcorn effect, this method leverages the rapid expansion of graphite at high temperatures, promoting contact between conductive fillers and forming new conductive networks. The obtained composites demonstrate a remarkable reduction of 60% in electrical resistance after heat treatment compared to the electrical resistance of standard cement composites, and the enhancing mechanisms is explored. …”
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Autonomous Real-Time Smoothness Control for Reliable DDQN-Based UAV Navigation Using Cellular Networks by Ghada Afifi, Yasser Gadallah

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Evaluating sowing uniformity in hybrid rice using image processing and the OEW-YOLOv8n network by Zehua Li, Zehua Li, Yihui Pan, Xu Ma, Yongjun Lin, Xicheng Wang, Hongwei Li

“…Compared to the advanced object detection algorithms such as Faster-RCNN, SSD, YOLOv4, YOLOv5s YOLOv7-tiny, and YOLOv10s, the mAP of the new network increased by 5.2%, 7.8%, 4.9%, 2.8% 2.9%, and 3.3%, respectively. …”
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DVGEDR: a drug repositioning method based on dual-view fusion and graph enhancement mechanism in heterogeneous networks by Dongjiang Niu, Lianwei Zhang, Beiyi Zhang, Qiang Zhang, Shanyang Ding, Hai Wei, Zhen Li

“…In this paper, first, a novel drug repositioning method, namely DVGEDR, is proposed, which generates two subgraphs of the target drug–disease pair to fuse biological information and integrate drug–disease associations from two distinct perspectives: drug–disease heterogeneous network and similarity networks. Next, a Multiple Attention Graph encoder (MAGencoder) module is designed to learn subgraph features and explore relationships between entities, which also improve the interpretability of the model. …”
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Received signal strength difference–based tracking estimation method for arbitrarily moving target in wireless sensor networks by Zixi Jia, Bo Guan

“…The surveillance system, which is mainly used for detecting and tracking moving targets, is one of the most significant applications of wireless sensor networks. Up to present, received signal strength indicator is the most common measuring mean for estimating the distance in sensor networks. …”
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Navigating the current landscape of ocean observations: an overview from platform infrastructures to networks related to ocean time series by Anabel von Jackowski

“…The review aims to provide an overview of the organizations and networks associated with ocean observations, motivate ECOPs to actively get involved in the ongoing UN Ocean Decade (2021-2030), and join or create new initiatives within the existing landscape. …”
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