Open Access. Powered by Scholars. Published by Universities.®
Social and Behavioral Sciences Commons™
Open Access. Powered by Scholars. Published by Universities.®
- Discipline
- Keyword
-
- Cellular networks (1)
- Data mining (1)
- Deep learning (1)
- Embedding systems (1)
- Environment impact (1)
-
- Green communications (1)
- Intelligent transportation systems (1)
- Internet of things (1)
- Land use optimization (1)
- Mobile networks (1)
- Neural networks (1)
- Parking optimization (1)
- Sustainable development (1)
- Traffic impact studies (1)
- Urban planning (1)
- Wireless charging (1)
- Wireless communicaions (1)
Articles 1 - 3 of 3
Full-Text Articles in Social and Behavioral Sciences
Applied Deep Learning In Intelligent Transportation Systems And Embedding Exploration, Xiaoyuan Liang
Applied Deep Learning In Intelligent Transportation Systems And Embedding Exploration, Xiaoyuan Liang
Dissertations
Deep learning techniques have achieved tremendous success in many real applications in recent years and show their great potential in many areas including transportation. Even though transportation becomes increasingly indispensable in people’s daily life, its related problems, such as traffic congestion and energy waste, have not been completely solved, yet some problems have become even more critical. This dissertation focuses on solving the following fundamental problems: (1) passenger demand prediction, (2) transportation mode detection, (3) traffic light control, in the transportation field using deep learning. The dissertation also extends the application of deep learning to an embedding system for visualization …
Minimizing Vehicular Traffic Via Optimized Land Use Development For A Sustainable And Equitable Future, Babu Veeregowda
Minimizing Vehicular Traffic Via Optimized Land Use Development For A Sustainable And Equitable Future, Babu Veeregowda
Dissertations
Mixed-use developments and transit-oriented developments are becoming very common in urban areas in an effort to reduce sprawl. Numerous studies have shown that such programs would not be successful unless the mix of land uses and sizes is well-balanced and integrated with the surrounding neighborhood. Developers often ignore this aspect in favor of immediate financial gain and do not realize that there are sustainable financial benefits in land use optimization. In addition, professionals often work with limited logistics, resources, and technical knowledge and therefore struggle in setting goals and suggesting land uses that have less auto dependency based on travel …
Dual-Battery Empowered Green Cellular Networks, Xilong Liu
Dual-Battery Empowered Green Cellular Networks, Xilong Liu
Dissertations
With awareness of the potential harmful effects to the environment and climate change, on-grid brown energy consumption of information and communications technology (ICT) has drawn much attention. Cellular base stations (BSs) are among the major energy guzzlers in ICT, and their contributions to the global carbon emissions increase sustainedly. It is essential to leverage green energy to power BSs to reduce their on-grid brown energy consumption. However, in order to furthest save on-grid brown energy and decrease the on-grid brown energy electricity expenses, most existing green energy related works only pursue to maximize the green energy utilization while compromising the …