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Holistic indoor scene understanding by context supported instance segmentation
(2020-12)
Intelligent robots require advanced vision capabilities to perceive and interact with the real physical world. While computer vision has made great strides in recent years, its predominant paradigm still focuses on building ...
Lithium-ion cell modeling, state estimation, and fault detection considering state of health for battery management systems
(2022-12)
Lithium-ion batteries (LIBs) with high energy density and longer cycle life enable a comparable driving range per charge for electric vehicles (EVs) with their gas counterparts. However, the LIBs are very sensitive to ...
Automatic design of deep neural network architectures with evolutionary computation
(2020-05)
Deep Neural Networks (DNNs) are algorithms with widespread use in the extraction of knowledge from raw data. DNNs are used to solve problems in the fields of computer vision, natural language understanding, signal processing, ...
Statistical analysis and channel modeling in next generation wireless communication systems
(2021-05)
In this thesis, statistical analysis and channel modeling in next generation wireless communication systems is presented in detail. The primary focus of this thesis is on the statistical modeling of interference temperature ...
Application of autocorrelation principles to characterize line source radiation
(2021-12)
The problem of line source radiation is examined through the application of autocorrelation principles. These principles enable the radiation from a line source to be characterized with only knowledge of the current ...
Terahertz metamaterials: Refractive index, sensing, and resonances
(2021-07)
Engineering of high refractive index metamaterials at terahertz frequencies have been presented. Applications of terahertz metamaterials as sensor and polarization convertor have also been introduced. The metamaterials ...
Optimal energy management and control of microgrids in modern electrical power systems
(2020-05)
Microgrids (MGs) are becoming more popular in modern electric power systems owing to their reliability, efficiency, and simplicity. The proportional-integral (PI) based droop control mechanism has been widely used in the ...
Resource management for cost-effective cloud and edge systems
(2022-12)
With the booming of Internet-based and cloud/edge computing applications and services,datacenters hosting these services have become ubiquitous in every sector of our economy which leads to tremendous research opportunities. ...