Abstract: | The next generation of navigation and positioning systems must provide greater accuracy and reliability in a range of challenging environments to meet the needs of a variety of mission-critical applications. No single navigation technology is robust enough to meet these requirements on its own, so a multisensor solution is required. Although many new navigation and positioning methods have been developed in recent years, little has been done to bring them together into a robust, reliable, and cost-effective integrated system. To achieve this, four key challenges must be met: complexity, context, ambiguity, and environmental data handling. This paper addresses each of these challenges. It describes the problems, discusses possible approaches, and proposes a program of research and standardization activities to solve them. The discussion is illustrated with results from research into urban GNSS positioning, GNSS shadow matching, environmental feature matching, and context detection. |
Published in: |
Proceedings of IEEE/ION PLANS 2014 May 5 - 8, 2014 Hyatt Regency Hotel Monterey, CA |
Pages: | 773 - 792 |
Cite this article: | Groves, P.D., Wang, L., Walter, D., Martin, H., Voutsis, K., Jiang, Z., "The Four Key Challenges of Advanced Multisensor Navigation and Positioning," Proceedings of IEEE/ION PLANS 2014, Monterey, CA, May 2014, pp. 773-792. https://doi.org/10.1109/PLANS.2014.6851443 |
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