Advanced Receiver Autonomous Integrity Monitoring: Impact of Time-Correlated Pseudorange Measurement Noise
Jindrich Dunik, Martin Orejas

TL;DR
This paper investigates how time-correlated pseudorange measurement noise affects false alert probability in advanced receiver integrity monitoring, providing a numerical algorithm for accurate computation under such conditions.
Contribution
It introduces a numerical algorithm to accurately compute false alert probability considering time-correlated measurement noise in receiver integrity monitoring.
Findings
Probability of false alert depends on measurement noise time constant
The proposed algorithm accurately computes false alert probability
Numerical example demonstrates the algorithm's effectiveness
Abstract
The paper deals with the allocation of the probability of false alert within the advanced receiver integrity monitoring method. Namely, the stress is laid on the correct computation of the probability of false alert per sample under assumption of time-correlated pseudorange noise. Detailed analysis of the dependence of the probability of false alert per sample on the measurement noise time constant is given and a numerical algorithm for the correct computation of the probability is proposed. The algorithm is illustrated using a numerical example.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Electrical Measurement Techniques · Sensor Technology and Measurement Systems
