CS reconstruction of PPS signals with unknown phase parameters is considered.
The proposed procedure is based on two-stage reconstruction algorithm.
In the first stage the signal parameters are matched using threshold based algorithm.
In the second stage the main CS problem is formulated using the PFT based CS matrix.
The proposed approach detects parameters of all signal components at once.
Allows fast performance for the considered types of PPS.