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Article
Experimental evaluation of MU-MIMO in TDD environment for 5G NR using exploiting channel reciprocity
5G New Radio (NR) operates in two frequency ranges viz. Frequency Range 1 (sub-6 GHz band) and Frequency Range 2 (millimeter wave communication). It utilizes Time Division Duplex (TDD) communication, allowing ...
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Article
Microscopic biopsy image reconstruction using inception block with denoising auto-encoder approach
The use of computer-aided image analysis for disease diagnosis and prognosis has dramatically increased during the past 10 years. The introduction of computer-assisted image analysis of images produced by equi...
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Article
On comparing the performances of MLP and RBFN on sales forecasting problem
This paper addresses the problem of predicting the sales by develo** two sales forecasting models based on multi-layered perceptron (MLP) and radial basis function network (RBFN). The performance of both the...
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Article
Reinforcement learning in robotic applications: a comprehensive survey
In recent trends, artificial intelligence (AI) is used for the creation of complex automated control systems. Still, researchers are trying to make a completely autonomous system that resembles human beings. R...
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Article
A novel approach to predict stock market price using radial basis function network
In the financial sector, the sales price forecasting is a hot issue. Since the indices associated with the stock are nonlinear and are affected by various internal and external factors, they are very difficult...
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Article
Multi agent system: concepts, platforms and applications in power systems
The power system is presently experiencing vital changes: it is advancing from a centralized structure to a decentralized one, primarily because of the enormous advancement of distributed renewable energy sour...
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Article
Recent developments in human gait research: parameters, approaches, applications, machine learning techniques, datasets and challenges
Human gait provides a way of locomotion by combined efforts of the brain, nerves, and muscles. Conventionally, the human gait has been considered subjectively through visual observations but now with advanced ...
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Article
Design analysis, modeling and simulation of novel rectangular cantilever beam for MEMS sensors and energy harvesting applications
Many research investigations reveal that most of the MEMS devices employ a beam whose frequency and deflection responses are major concern before choosing it for a specific application. This paper deals with d...
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A review on particle swarm optimization algorithms and their applications to data clustering
Data clustering is one of the most popular techniques in data mining. It is a method of grou** data into clusters, in which each cluster must have data of great similarity and high dissimilarity with other c...
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Article
Artificial intelligence applications in Permanent Magnet Brushless DC motor drives
Permanent Magnet Brushless DC (PMBLDC) machines are more popular due its simple structure and low cost. Improvements in permanent magnetic materials and power electronic devices have resulted in reliable, cost...