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Network Navigation: Theory and Interpretation
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DOI：10.1109/JSAC.2012.121028.png)
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摘要
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Real-time and reliable location information of mobile nodes is a key enabler for many emerging wireless network applications. Such information can be obtained via network navigation, a new paradigm in which nodes exploit both spatial and temporal cooperation to infer their positions. In this paper, we establish a theoretical foundation for network navigation and determine the fundamental limits of navigation accuracy using equivalent Fisher information analysis. We then introduce the notion of carry-over information and provide a geometrical interpretation for the evolution of navigation information. Our framework unifies the navigation information obtained from spatial and temporal cooperation, leading to a deep understanding of information evolution and cooperation benefits in navigation networks.
Keyword:
Cooperative network
localization
navigation
Cramer-Rao bound (CRB)
equivalent Fisher information (EFI)
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17.2
论文数:
6.4K
被引数:
3.1W
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