Target Detection: Input Task and Product Optimization

The airborne target detection, tracking and warning features of the DWELL algorithm are designed to detect aircraft or flocks of migrating birds and issue automatic warnings.

Aircraft and migratory bird flocks tend to move with a fairly constant speed and direction and this property is used to distinguish between airborne targets and other targets. In many cases, targets embedded in weak weather targets or clear air echoes can be distinguished.

As with any automatic detection algorithm, there is a direct tradeoff between the probability of detection and the false alarm rate. For best performance, you must optimize the scan task and the input product generation.

Scan Task Optimization

Target detection requires that extraneous targets such as clutter, second trip echo and noise be eliminated. The update rate should be fairly rapid to resolve the target motion and provide more continuous information on the target locations. Some knowledge of the likely altitudes of flight is required to construct the volume scan task.

Optimizing Scan Task for DWELL Target Detection
Parameter Description
Maximum range

60 ... 100 km (37.3 ... 62.1 mi).

The maximum range of detection depends on the performance characteristics of the radar.

Typically about 60 km (37.3 mi) detection range can be expected for a 1 to 1.5° beam width antenna.

Maximum resolution permitted by the signal processor

For example, 125 meters (410 ft 1 in).

This depends on the processor performance characteristics.

Maximum PRF and minimum pulse width --
2nd trip echo cancellation

On magnetron systems, SQI thresholding of the dBZ may be used instead of this.

This discards non-coherent targets such as 2nd trip echoes.

Ground clutter filtering with an aggressive CSR threshold (lower value). alarms.

The value depends on the radar phase stability performance characteristics but is typically be in the range 10 ... 20 dB.

The goal is to eliminate strong clutter targets which could produce false alarms.

SQI

Adjusted higher than usual. For example, approximately 0.45

This is to eliminate velocity speckles which could produce false alarms.

LOG

Adjusted higher than usual for weather.

This is to eliminate speckles in intensity which could produce false alarms.

Speckle remover Disabled so that single bin targets are passed. These could contain a point airborne target.
Elevation angles

Few elevation angles covering only the heights of interest to a range of approximately 60 km (37.3 mi). This allows more rapid updates.

For example, for a 1° antenna beam, the 5 elevation angles of 0.5, 1.5, 2.5, 3.5, 4.5 would provide continuous vertical coverage up to 2 km (1.2 mi), from 25 ... 60 km (15.5 ... 37.3 mi). At 10 km (6.2 mi) the coverage would be to above the radar.

Scan rate

Moderately fast scan rate (>3 RPM) consistent with rapid updates, but still allowing approximately 50 pulses per antenna beam width.

For example a PRF of 1000 Hz and a scan rate of 3 RPM (18 degrees per second) would provide 1000/18=55 pulses for each degree of antenna motion.

Input Product Selection

Suggested Input Product Types for Target Warning
Product Type Description

PPI

dBZ or radial velocity at single or multiple sweeps.

Radial velocity is recommended for discriminating between airborne targets and background clear air or weak weather echoes.

Airborne targets, such as aircraft or birds, move at a different velocity than the air so that, provided the targets are stronger targets, they produce a velocity anomaly which can be passed by the contrasting algorithm.

If the motion of the target is perpendicular to the radar beam, the clutter filtering can remove targets so there is a possibility of some "blind" sectors because of this.

VIL

Covering the layer of interest.

VIL is a useful product for target warning since it integrates echo over a selected layer.

Single PPI products can be used, but since they are at only one elevation angle, not all heights are covered. However, a PPI product made with the wild card * in the elevation selection can be used to combine together all the PPI products in a volume regardless of the elevation angle.

In this case, the DWELL algorithm runs at the completion of every sweep, and since the algorithm is intensive, the system may not have enough CPU power to do all of the DWELL products plus the other functions (for example, user display, animation, other product generation, communication). The DWELL product generation would then fall behind real time.

Therefore if all of the PPI products are used, it is recommended that the DWELL product schedule entry use the Skip Time in Product Scheduler, set to the time between volume scans. Thus a new DWELL product is produced on the completion of the volume scan rather than on completion of each individual PPI.

Input Product Optimization

Optimizing Input Products for DWELL Target Detection
Parameter Description
Maximum range and the pixel resolution

Set so that the resolution of the original input data is preserved.

For example, for 125-m (410 ft 1 in) bin spacing to 45 km (28.0 mi), the product pixel size should be set to 720 × 720 (corresponding to 90 km (55.9 mi) diameter and 0.125 m (5 in) per pixel).

Product smoother Must be set to 0. This is so that isolated single-bin targets are not removed.