Heart failure is one of the global health issues that is needed for precise prognostic instruments. In order to predict survival and time-to-event outcomes in patients with heart failure, this study assesses machine l...
详细信息
The Internet of Things (IoT) has been the talk of the town for quite some time now, and its adoption is growing rapidly. With the growth of IoT, there is a need for high-speed communication networks to support a large...
详细信息
Constructing earth-fixed cells with low-earth orbit (LEO) satellites in non-terrestrial networks (NTNs) has been the most promising paradigm to enable global coverage. The limited computing capabilities on LEO satelli...
详细信息
The papers in this special section focus on the trustworthiness of artificial intelligence/machine learning models/deep learning models (AI/ML/DL) as it applies to the Industrial Internet of Things (IIot). This includ...
详细信息
The papers in this special section focus on the trustworthiness of artificial intelligence/machine learning models/deep learning models (AI/ML/DL) as it applies to the Industrial Internet of Things (IIot). This includes automated environments, such as smart factories, smart airports, and smart healthcare systems. AI approaches enable automation and data analytic across industrial technologies, including the IIoT, cloud and edge, and fog computing paradigms. Current ML models, such as DL still suffer from designing a generalized trustworthy architecture that reveals semantics and contexts of models and attacks threat surface. The papers in this section were inspired by the convincing challenges and necessities described above and attempt to compile research results that essentially adopts them.
Mode splitters that directly separate modes without changing their orders are highly promising to improve the flexibility of the mode-division multiplexing *** this paper,we design a high-performance mode splitter on ...
详细信息
Mode splitters that directly separate modes without changing their orders are highly promising to improve the flexibility of the mode-division multiplexing *** this paper,we design a high-performance mode splitter on the silicon-oninsulator platform with a compact footprint of 14μm×2.5μm using an inverse design method based on shape *** fabrication of this mode splitter requires only a single lithography step and exhibits good fabrication *** experimental results show that the proposed device exhibits state-of-the-art insertion loss(<0.9 dB)and cross talk(<-16 dB)over a broad bandwidth(1500-1600 nm).Furthermore,the shape optimization method used is implemented to design a dual-mode(de)multiplexer,and the experimental results fulfill the design objective,demonstrating the excellent generality of the design method in this paper.
Response time for AI-based models in time-critical applications is always a matter of concern. The situation is challenging when the model is deployed in a cloud-based infrastructure. To address this issue, a cloud-na...
详细信息
Backdoor attacks pose a significant threat during the model’s training phase. Attackers craft pre-defined triggers to break deep neural networks, ensuring the model accurately classifies clean samples during inferenc...
详细信息
With the rapid development of the next-generation mobile network,the number of terminal devices and applications is growing ***,how to obtain a higher data rate,wider network coverage and higher resource utilization i...
详细信息
With the rapid development of the next-generation mobile network,the number of terminal devices and applications is growing ***,how to obtain a higher data rate,wider network coverage and higher resource utilization in the limited spectrum resources has become the common research goal of ***-to-Device(D2D)communication technology and other frontier communication technologies have ***-to-Device communication technology is the technology that devices in proximity can communicate directly in cellular *** has become one of the key technologies of the fifth-generation mobile communications system(5G).D2D communication technology which is introduced into cellular networks can effectively improve spectrum utilization,enhance network coverage,reduce transmission delay and improve system throughput,but it would also bring complicated and various interferences due to reusing cellular resources at the same *** resource management is one of the most challenging and importing issues to give full play to the advantages of D2D *** resource allocation is an important factor that needs to be addressed in D2D ***,this paper proposes an optimization method based on the game-matching *** main idea is to model the optimization problem of the quality-of-experience based on user fairness and solve it through game-matching *** results show that the proposed algorithm effectively improved the resource allocation and utilization as compared with existing algorithms.
This study deals with the coordination of surge protection devices (SPD) in photovoltaic systems (PV). A PV farm model was developed in MATLAB Simulink with all the main components, solar panels, converter, grounding ...
详细信息
Despite using Community Detection Algorithms (CDA) in various network partitioning real-world applications, these algorithms tend to fail to partition complex weighted functional networks such as power grids. When con...
详细信息
暂无评论