Title :
On the estimation of interleaved pulse train phases
Author :
Conroy, Tanya L. ; Moore, John B.
Author_Institution :
Dept. of Syst. Eng., Australian Nat. Univ., Canberra, ACT, Australia
fDate :
12/1/2000 12:00:00 AM
Abstract :
Some signals are transmitted as periodic pulse trains where information is in the timing of the arrival of the pulses. A number of pulse trains arriving over the same time interval are said to be interleaved. We propose an on-line method for estimating pulse train phases and fine-tuning pulse repetition frequency (PRF) estimates of a known number of interleaved pulse trains. The computational effort is of order N, where N is the number of pulses received. In particular, we employ an extended Kalman filter, where discontinuities in the signal model are appropriately smoothed.
Keywords :
Kalman filters; frequency estimation; phase estimation; smoothing methods; transient analysis; PRF estimates; arrival time; computational effort; discontinuities; extended Kalman filter; interleaved pulse train phases; interleaved pulse trains; periodic pulse trains; pulse repetition frequency estimate; signal model; Data mining; Dynamic programming; Fast Fourier transforms; Frequency estimation; Phase estimation; Radar detection; Stochastic processes; Systems engineering and theory; Target tracking; Timing;
Journal_Title :
Signal Processing, IEEE Transactions on