A Recursive Multiscale Correlation-Averaging Algorithm for an Automated Distributed Road-Condition-Monitoring System

@article{Ndoye2011ARM,
  title={A Recursive Multiscale Correlation-Averaging Algorithm for an Automated Distributed Road-Condition-Monitoring System},
  author={Mandoye Ndoye and Alan M. Barker and James V. Krogmeier and Darcy M. Bullock},
  journal={IEEE Transactions on Intelligent Transportation Systems},
  year={2011},
  volume={12},
  pages={795-808}
}
A signal processing approach is proposed to jointly filter and fuse spatially indexed measurements captured from many vehicles. It is assumed that these measurements are influenced by both sensor noise and measurement indexing uncertainties. Measurements from low-cost vehicle-mounted sensors (e.g., accelerometers and Global Positioning System (GPS) receivers) are properly combined to produce higher quality road roughness data for cost-effective road surface condition monitoring. The proposed… CONTINUE READING
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