Application of TSVR algorithm in 5G mmWave indoor networks
Sign Up to like & getrecommendations! Published in 2021 at "Wireless Networks"
DOI: 10.1007/s11276-020-02538-2
Abstract: A robust algorithm based on Twin Support Vector Regression and discrete wavelet transform applied to millimetric wave (mmWave) channel prediction is proposed in this work. The 60 GHz band is appropriate for small-scale high-speed data transmission… read more here.
Keywords: algorithm mmwave; application tsvr; indoor networks; networks application ... See more keywords
Evolutionary convolutional neural networks: An application to handwriting recognition
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2017.12.049
Abstract: Abstract Convolutional neural networks (CNNs) have been used over the past years to solve many different artificial intelligence (AI) problems, providing significant advances in some domains and leading to state-of-the-art results. However, the topologies of… read more here.
Keywords: neural networks; networks application; convolutional neural; recognition ... See more keywords
Spectrum Sharing for Heterogeneous Networks and Application Systems in TV White Spaces
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2824836
Abstract: In 2010, federal communications commission released the final ruling to allow the unlicensed operation of TV white spaces, i.e., locally vacant TV channels. Since TV white spaces are open to all networks and all types… read more here.
Keywords: application systems; white spaces; networks application; spectrum sharing ... See more keywords
Goal-Oriented Scheduling in Sensor Networks with Application Timing Awareness
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Communications"
DOI: 10.1109/tcomm.2023.3282256
Abstract: Taking inspiration from linguistics, the communications theoretical community has recently shown a significant recent interest in pragmatic , or goal-oriented, communication. In this paper, we tackle the problem of pragmatic communication with multiple clients with… read more here.
Keywords: goal oriented; scheduling sensor; oriented scheduling; sensor networks ... See more keywords
Neural Networks Application for the Data of PID Controller for Acrobot
Sign Up to like & getrecommendations! Published in 2022 at "The Scientific World Journal"
DOI: 10.1155/2022/9162352
Abstract: Acrobots are a system that has levels of operating states in many investigated cases, and they are subjects to many events during operation due to the mechanisms of locomotion processes. These states have been investigated… read more here.
Keywords: system; control; pid controller; neural networks ... See more keywords
Concordance networks and application to clustering cancer symptomology
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DOI: 10.1371/journal.pone.0191981
Abstract: Symptoms of complex illnesses such as cancer often present with a high degree of heterogeneity between patients. At the same time, there are often core symptoms that act as common drivers for other symptoms, such… read more here.
Keywords: bridge symptoms; concordance; networks application; concordance networks ... See more keywords