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  • Graph Imitation Learning for Optimal Joint Beamforming and Antenna Selection

    Creator:
    Shrestha, Sagar
    Abstract:
    Transmit beamforming is an important technique employed to improve efficiency and signal quality in wireless communication systems by steering signals towards their in- tended users. It often arises jointly with the antenna selection problem due to various reasons, such as limited number of radio frequency (RF) chains and energy/resource effi-...
    Resource Type:
    Masters Thesis
    Full Text:
    Imitation Learning For Optimal Joint Beamforming and Antenna Selection Abstract approved: Xiao Fu

  • Large Scale Tensor Decomposition Algorithms Using Block-randomized Stochastic Proximal Gradient

    Creator:
    Gao, Cheng
    Abstract:
    We consider the problem of computing the cannonical polyadic decomposition (CPD) for large-scale dense tensors. This work is a combination of alternating least squares and fiber sampling. Data sparsity can be leveraged to handle large tensor CPD, but this route is not feasible for dense data. Inspired by stochastic optimization's...
    Resource Type:
    Masters Thesis
    Full Text:
    : Xiao Fu We consider the problem of computing the cannonical polyadic decomposition (CPD) for large

  • Local Signal Detection on Irregular Domains with Spatially Varying Coefficient Model

    Creator:
    Zhang, Chengzhu
    Abstract:
    In areas such as spatial analysis and time series analysis, it is essential to understand and quantify spatial or temporal heterogeneity. In this dissertation, we focus on a spatially varying coefficient model, in which spatial heterogeneity is accommodated by allowing the regression coefficients to vary in a given spatial domain....
    Resource Type:
    Dissertation
    Full Text:
    Detection on Irregular Domains with Spatially Varying Coefficient Model Abstract approved: Lan Xue In

  • Behavior-based mobility prediction for fast handoffs in wireless LANs

    Creator:
    Wanalertlak, Weetit
    Abstract:
    Wireless Networks have been widely adopted into a major part of today's network infrastructure. They have become a popular technology to not only expand the coverage of wired networks but also to interconnect a large wireless network, i.e., wireless mesh networks. As they allow more flexible communication than traditional wired-networks...
    Resource Type:
    Dissertation
    Full Text:
    handoffs are added or deleted to reflect the chang- ing conditions. In addition, the Pre-Authentication

  • Genome-enabled discovery and characterization of type III effector-encoding genes of plant symbiotic bacteria

    Creator:
    Kimbrel, Jeffrey A.
    Abstract:
    Symbiosis is the close and protracted interaction between organisms. The molecular interactions that occur during symbiosis are complex with multiple barriers that must be overcome. Many Gram-negative, host-associated bacteria use a type III secretion system to mediate associations with their eukaryotic hosts. This secretion system is a specialized apparatus for...
    Resource Type:
    Dissertation
    Full Text:
    Effector- encoding Genes of Plant Symbiotic Bacteria. Abstract approved: Jeff H. Chang

  • Alternative splicing in the obligate biotrophic oomycete pathogen, Pseudoperonospora cubensis

    Creator:
    Cumbie, Jason S.
    Abstract:
    Oomycetes are some of the most devastating pathogens, causing upwards of billions of dollars of damage each year to plants. They also diminish ecological diversity and health through the destruction of trees and shrubs. The genome sequence of Pseudoperonospora cubensis, an obligate plant pathogen and causative agent of downy mildew...
    Resource Type:
    Dissertation
    Full Text:
    : __________________________________________________________ Jeff H. Chang Oomycetes are some of the most devastating pathogens, causing upwards of

  • Clothing evaluative criteria : a comparison between hedonic shoppers and utilitarian shoppers

    Creator:
    Yeh, Chun-Lan
    Abstract:
    According to Engel, Blackwell, and Miniard (1993), evaluative criteria is defined as "the standards and specifications used by consumers to compare different products and brands" (p.51). Many studies have investigated factors that might influence the importance of clothing evaluative criteria used by consumers in the decision making process. However, few...
    Resource Type:
    Masters Thesis
    Full Text:
    AN ABSTRACT OF THE THESIS OF Chun-Lan Yeh for the degree of

  • Disaggregating Asian American, Native Hawaiian and Pacific Islander Health Data: Cardiovascular Health, Neighborhood Factors, and Socioeconomic Disadvantage Among Older Adults

    Creator:
    Đoàn, Lan N.
    Abstract:
    Cardiovascular disease (CVD) is the leading cause of mortality in the United States (US) and research suggests that CVD morbidity and mortality disproportionately impacts Asian American and Native Hawaiian and Pacific Islander (NHPI) older adults. However, the prevalence on CVD and underlying mechanisms for CVD disparities among disaggregated Asian American...
    Resource Type:
    Dissertation
    Full Text:
    AN ABSTRACT OF THE DISSERTATION OF Lan N. Đoàn for the

  • Flexible dual TCP/UDP streaming for H.264 HD video over WLANs

    Creator:
    Zhao, Jing
    Abstract:
    High Definition video streaming over WLANs faces many challenges because video data requires not only data integrity but also frames have strict playout deadline. Traditional streaming methods that rely solely on either UDP or TCP have difficulties meeting both requirements because UDP incurs packet loss while TCP incurs delay. This...
    Resource Type:
    Masters Thesis

  • Inkjet-Printed Metal Halide Semiconductors for Wearable Electronics

    Creator:
    Li, Shujie
    Abstract:
    There is an emerging interest in developing wearable electronics as a platform, which provides the flexibility of a wearable while maintaining its promising functionality as smart textiles. Metal-halide semiconductors are attractive materials with tunable optical and electrical properties. Researchers have widely studied and applied it for advanced photonics and optoelectronic...
    Resource Type:
    Dissertation
    Full Text:
    approved: ______________________________________________________ Chih-Hung Chang There is an