Methods for resolving radar ambiguities using multiple hypothesis tracking
Methods for resolving radar ambiguities using multiple hypothesis tracking are described. One such method includes (a) choosing a single waveform for each of a plurality of dwells of a first scan, wherein the single waveforms of consecutive scans are different, (b) generating the first scan using the single waveform for each of the dwells of the first scan, (c) receiving observation data as a result of the first scan, the observation data comprising measured positions of true targets and false targets, (d) generating, using multiple hypothesis tracking, position predictions for true targets and false targets, (e) comparing the predicted positions and measured positions, repeating (a)-(e) until a preselected process condition is met, and determining the true targets based on the results of the comparisons.
1. A method for resolving radar ambiguity using multiple hypothesis tracking, the method comprising:
(a) choosing a single waveform for each of a plurality of dwells of a first scan, wherein the single waveforms of consecutive scans are different;
(b) generating the first scan using the single waveform for each of the dwells of the first scan;
(c) receiving observation data as a result of the first scan, the observation data comprising measured positions of true targets and false targets;
(d) generating, using multiple hypothesis tracking, position predictions for true targets and false targets;
(e) comparing the predicted positions and measured positions;
repeating (a)-(e) until a preselected process condition is met; and
determining the true targets based on the results of the comparisons.
2. The method of claim 1 , wherein the predicted positions form tracks, the method further comprising defining all tracks to be incompatible.
3. The method of claim 1 , wherein the predicted positions form tracks, the method further comprising declaring at most a single track to represent a true target.
4. The method of claim 1 , further comprising identifying a set of measured positions that represent a single target.
5. The method of claim 4 , further comprising determining a probability for the single target.
6. The method of claim 1 , further comprising:
identifying a set of measured positions that represent a single target for a plurality of targets;
deleting a track having a computed probability less than a preselected deletion threshold.
7. The method of claim 1 , further comprising providing track data to a user for resolved tracks of the true targets and the false targets.
8. The method of claim 1 , wherein the choosing the single waveform for each of the plurality of dwells of the first scan comprises choosing the single waveform based on the position predictions.
9. The method of claim 8 , wherein the choosing the single waveform comprises choosing the single waveform based on currently unresolved ambiguities in the true targets and false targets.