Networked State Estimation With Delayed and Irregularly Spaced Time-Stamped Observations.

We analyze the performance of a networked multisensor continuous-discrete Kalman filter in the presence of random observation delay and irregular sampling. The primary cause for irregular intersample intervals is the occasional loss of information packets. Additional causes include lack of synchrony between sensors, difference in their sampling rates, and the superposition of multiple sampling pat...