原文传递 Modeling the Effects of the Local Environment on a Received GNSS Signal.
题名: Modeling the Effects of the Local Environment on a Received GNSS Signal.
作者: Haker, M. E.
关键词: Algorithms; Analog To Digital Converters; Estimates; Global Positioning System; Multipath Transmission; Navigation Satellites; Radar Signals; Theses; Waveforms; Wireless Communications
摘要: There is an ongoing need in the GNSS community for the development of high-fidelity simulators which generate data that replicates what can truly be expected from a challenging environment such as an urban canyon or an indoor environment. The algorithm developed for use in the research in this dissertation, the Signal Decomposition and Parameterization Algorithm (SDPA), is presented in order to respond to this need. This algorithm is designed to decompose a signal received using a GNSS recording and playback system and output parameters that can be used to reconstruct the effects on the signal of the environment local to the receiver at the time of recording. The SDPA itself is presented and compared with what is believed to be the state-of-the-art in GNSS multipath parameterization, a Space Alternating Generalized Expectation Maximization (SAGE) algorithm. The development and characterization of a stopping criteria that can be used to halt the SDPA when parameterization of salient components within a recorded signal has been completed.
报告类型: 科技报告
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