Week 5 Flashcards
Targets are detected when
The signal out of envelope detector crosses threshold
Detection criterion
Established using N received pulses from target
Analog radar displays
A-scope and PPI use persistence on tube to integrate signals
PPI tube persistence»_space; pulse repetition interval
Returns from target contribute to brightness of spot on screen
Analog integration - no automatic detection
A-scope, PPI display requires a human observer (read range and angle from PPI)
Analog displays - observers
Can interpret signals
Get fatigued when staring at screen
Can fail to notice targets
Can misread range or angle
Automatic target detection
Removes observer as a detector
Threshold circuit deletes all targets below threshold
Has no intelligence, does not get fatigued, always reports range and angle correctly
Used by modern radar systems (present processed info to observer for interpretation, i.e., removes noise from targets and screen and labels target with additional info)
Air traffic control radar labels target on screen with
ID, altitude
Range gating
Dividing up received signal in time
A sample of the receiver output at an instant of time
Integration cannot be carried out without range gates
Natural time step for range gating
τ, the pulse width (corresponds to a step in range equal to ΔR the range resolution)
How does range gating work
Output of receiver is sampled at discrete instants of time after each pulse
Integration proceeds by adding up the samples returned by the pulses for each delay time
Threshold then applied to decide whether each range gate contains a target
Range dimension of the radar display will be divided into segments (cells)
For each cell a decision will be made as to whether a target is present - the cell might ‘light up’
There will be no ability to resolve multiple targets within a cell
M out of N detector
Signal pulses appear in same range gate, noise pulses appear randomly in time
Require M detections in N tries to declare that there is a target
In each range gate try N times (usually number of pulses per target)
1 for detection, 0 for no detection
Threshold at M detections
M out of N detector - Pfa
Pfa: Probability that a noise spike occurs in the same range gate on successive radar transmission falls rapidly with increase in N
Pd: probability that a target pulse appears in the same range gate on successive radar transmission falls slowly with increase in N
Probability of N noise pulse crossing threshold in the same range gate
m-out-of-n tries
Cost of improvement is an extended dwell time in order to conduct test N times
Improvement to Pd and Pfa
With M out of N detection we can meet spec with a smaller radar (can meet spec with a lower single-pulse S/N with M out of N processing than with single-pulse detection
Processing gain
Reduction in the S/N from M out of N detection required to meet spec
Target RCS Fluctuations
Targets typically have dimensions much larger than wavelength (ships, aircraft, people, except for raindrops where D
Two scatterer case
Equal RCS
Electric fields of reflected waves from target 1 and 2 can:
- add in phase (E1+E2=2E)
- add in anti phase (E1-E2=0)
Received power is proportional to E^2
Received power varies between 0 and 4P
Meaning of RCS for complex targets
RCS not single-valued
Because its RCS is the average value of σ over its PDF, the variability of σ needs to be handled statistically
Statistical models for RCS fluctuation
Case 0 - no fluctuating σ
2 PDFs x 2 fluctuation rates = 4 models (SW1, SW2, SW3, SW4)
Choice depends on the nature of the target
2 types of PDFs
Rayleigh and 4th degree chi-square
Two types of fluctuations
Fast, with σ varying from pulse to pulse
Slow, with σ varying from scan to scan (dwell to dwell)
SW1
Rayleigh, slow
Most commonly applied
Higher detection probabilities require larger increases in (S/N) - curve diverges