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1581
Geometry guided supervised representation learning for classification
Published 2020“…The extreme learning machine auto-encoder (ELM-AE) is an extension of ELM, which is well-known for its fast training speed and strong generalization ability. Based on ELM-AE, a new algorithm named as the Local Discriminant Preserving Extreme Learning Machine Auto-encoder (LDELM-AE) is proposed. …”
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Thesis-Doctor of Philosophy -
1582
Low complexity spectrum sensing for cognitive radio enabled aeronautical communication systems
Published 2020“…In the proposed scheme, the sampling and quantization unit is reduced to a high-speed comparator, and the multiplication in each filter tap is replaced by a sign changer, which is implemented using a 2’s complement circuit and a 2:1 multiplexer. …”
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Thesis-Doctor of Philosophy -
1583
Development of resistive random access memory for next-generation embedded non-volatile memory application
Published 2021“…Resistive random access memory (RRAM) is a promising candidate for the next-generation non-volatile memory owing to its simple structure, fast read/write speed, low power consumption, high memory density, and complementary metal oxide semiconductor (CMOS) compatibility. …”
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Thesis-Doctor of Philosophy -
1584
Detection of road markings for advanced driver assistance
Published 2013“…A study on how block size affects the compute efficiency was conducted to show that AHT reduces the total computation time by at least k2 times as compared to existing HT architectures for a k k grid, translating to a speed up of at least 67 times against existing methods for an 8 8 grid. …”
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Thesis -
1585
Next generation design of floating systems for coastal solar farms
Published 2023“…A model of system electrical behavior is developed considering the effects of temperature, humidity, wind speed and wave characteristics. The solar irradiation over the PV panels is calculated considering the dynamic change of their tilt angles along with the platform motion under wave action, and the operational temperature of the PV panels is estimated based on the heat transfer with the ambient water underneath. …”
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Thesis-Doctor of Philosophy -
1586
Health monitoring, lifetimes estimation, and thermal management of IGBT-based power converters
Published 2017“…This is of special interest in mission critical applications such as avionics, marine, high-speed rail and wind turbines, where no failure is permissible until the next scheduled maintenance period. …”
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Thesis -
1587
Fabrication and characterization of Algan/Gan high electron mobility transistors on silicon
Published 2016“…Examples of these limitations can be seen in the power density and clock speed of silicon CMOS processors, where it hits saturation at about 100 W/cm2 and 4 GHz respectively. …”
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Thesis