# Lesson 14 Flashcards

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<summary><strong>1. Why is a single bearing not a position?</strong></summary>
<div class="card-answer"><p>A bearing gives only direction, not range — the emitter could be near or far along the same line. Drawn honestly it is a <strong>line of position (LOP)</strong>, a ray running off toward the horizon, not an arrow ending on the emitter.</p></div>
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<summary><strong>2. What is triangulation, and what is the "baseline"?</strong></summary>
<div class="card-answer"><p>Crossing two LOPs from two known receiver locations to get a single <strong>fix</strong>. The <strong>baseline</strong> is the segment joining the two receivers; the two measured bearings and the baseline form a triangle whose third corner is the emitter.</p></div>
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<summary><strong>3. What is the "cut" angle, and why does it matter?</strong></summary>
<div class="card-answer"><p>The crossing angle at which the two bearings meet. It — not receiver quality — sets the fix error, because each bearing is a noise wedge and the fix lives where the wedges overlap. The shape of that overlap depends entirely on the cut.</p></div>
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<summary><strong>4. What does a cut near <span class="math notranslate nohighlight">\(90^\circ\)</span> give you?</strong></summary>
<div class="card-answer"><p>A small, roughly circular overlap — a tight, near-circular fix. Bearing errors push the intersection only slightly and in different directions, so the result is tight in every direction. This is the geometry you want.</p></div>
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<summary><strong>5. What happens to the error at a shallow cut?</strong></summary>
<div class="card-answer"><p>The wedges slide along each other and the overlap stretches into a long, thin sliver — the error <strong>smears along range</strong> (toward/away from the receivers) while staying decent across range. A tiny bearing error now slews the fix far down the line of sight.</p></div>
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<summary><strong>6. What is a "seam," and what breaks there?</strong></summary>
<div class="card-answer"><p>A collinear geometry: emitter and both receivers on one line. There is no cut at all — both LOPs coincide — so range along the baseline is <strong>unobservable</strong> and the fix runs to infinity along that direction.</p></div>
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<summary><strong>7. Why is the multi-receiver fix an overdetermined problem?</strong></summary>
<div class="card-answer"><p>Three or more noisy bearings give more equations than the two unknowns (the emitter's north/east coordinates), so they almost never meet at one point. The near-miss triangle is information, not failure.</p></div>
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<summary><strong>8. What is a least-squares fix?</strong></summary>
<div class="card-answer"><p>The single position that best fits <em>all</em> the bearings at once — the point that minimizes the total mismatch between each receiver's bearing and the candidate location. It replaces a clean two-line intersection when bearings overdetermine the fix.</p></div>
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<summary><strong>9. Name the two payoffs of adding receivers.</strong></summary>
<div class="card-answer"><p><strong>Redundancy</strong> (extra bearings average down noise, and a well-placed receiver opens the cut) and <strong>outlier detection</strong> (a bad bearing shows up as a large <strong>residual</strong> — its LOP misses the consensus fix — so you can spot and down-weight it).</p></div>
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<summary><strong>10. What are the three steps of networked ESM?</strong></summary>
<div class="card-answer"><p><strong>Registration</strong> (common time and common grid), then <strong>association</strong> (decide which measurements are the same emitter across receivers), then <strong>fusion</strong> (cross or least-squares the associated bearings into a position).</p></div>
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<summary><strong>11. Why does a wide baseline matter for standoff geolocation?</strong></summary>
<div class="card-answer"><p>Receivers meters apart collapse to a shallow cut almost immediately with range; platforms 100 km apart hold a strong near-<span class="math notranslate nohighlight">\(90^\circ\)</span> cut against an emitter hundreds of km away. This is the B-21 standoff case — geolocating a threat from outside its lethal range.</p></div>
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<summary><strong>12. State the full RWR processing chain, end to end.</strong></summary>
<div class="card-answer"><p>Intercept → PDW → deinterleave → AoA → associate → fuse/geolocate → track → cue. The first four are single-receiver (L12); the last four are across-receiver (L13–L14), turning many bearings into a tracked, located threat.</p></div>
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<summary><strong>13. Why must association come before crossing, and what is a "ghost"?</strong></summary>
<div class="card-answer"><p>Crossing assumes both receivers heard the <em>same</em> emitter; in a dense scene that must be verified by matching on frequency, PRI, and PW first. Cross two <em>different</em> emitters and the lines still intersect — at a <strong>ghost</strong>, a confident, precise-looking fix on nothing. Geolocation is only as good as its association.</p></div>
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