Doctor of Philosophy (Ph.D.), University of Dayton, 2012, Electrical Engineering
In recent years there has been growing interest in Ad-hoc and Wireless Sensor Networks (WSNs) for a variety of indoor applications. Localization information in these networks is an enabling technology and in some applications it is the parameter of primary importance. WSNs are being used in a variety of ways - from reconnaissance and detection in military to biomedical applications and a wide variety of commercial endeavors. In recent years, position-based services have become more important. Thus, recent developments in communications and RF technology have enabled system concept formulations and designs for low-cost radar systems using state-of-the-art software radio modules, which are capable of local processing and wireless communication, a reality. Such nodes are called as sensor nodes. Each sensor node is capable of only a limited amount of processing.
This research focused on the modeling and implementation of distributed, mobile radar sensor networks. In particular, we worked on the problem of Position-Adaptive Direction Finding (PADF), to determine the location of a non-collaborative transmitter, possibly hidden within a structure, by using a team of cooperative intelligent sensor networks. Our purpose is to further develop and refine position-adaptive RF sensing techniques based on the measurement and estimation of RF scattering metrics. Topics planned for this entrepreneurial research project are focused on the investigation, analysis/simulation, and development of real time multi-model (i.e., complex multipath) environments scattering decompositions for PADF geometries. PADF is based on the formulation and investigation of path-loss based RF scattering metrics (i.e., estimation of distributed Path Loss Exponent, or PLE) that are measured and estimated across multiple platforms in order to enable the robotic/intelligent position-adaptation (or self-adjustment) of the location of each platform.
We provide a summary of recent experimental results in localiz (open full item for complete abstract)
Committee: Raul Ordonez PHD (Committee Chair); Robert Penno PHD (Committee Member); John Loomis PHD (Committee Member); Robert Gorton PHD (Committee Member)
Subjects: Electrical Engineering