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Autonomous vehicle control using reinforcement learning
(Kadir Has Üniversitesi, 2020)
Autonomous vehicles have become an important research topic where artificial intelligence is applied. As the research increases, by means of the applications of artificial intelligence algorithms in different areas, enable ...
Air quality prediction using a hybrid deep learning architecture
(Kadir Has Üniversitesi, 2020)
Air pollution prediction is related to the variables in environmental monitoring data and modeling of the complex relationship between these variables. The objectives of the thesis are to develop a supervised model for the ...
Caching algorithm implementation for edge computing in IoT network
(Kadir Has Üniversitesi, 2020)
The developing IoT concept brings new challenges to the service providers. The architecture of the networks changes to satisfy the needs arising by the large number of connected devices. Edge computing is the new architectural ...
SCMA codebook design approaches
(Kadir Has Üniversitesi, 2020)
In 4G systems, Orthogonal Frequency-Division Multiple Access (OFDMA) has been used conventionally for multiple access purposes. This technique has low spectral efficiency since it allocates the resources orthogonally to ...
Physical layer security in the visible light communications systems
(Kadir Has Üniversitesi, 2020)
With the rapid developments in technology in recent years, the need for fast and secure access to information has been increasing day by day. With this increasing demand, the radio frequency (RF) band which used for wireless ...