Paper V visual guide · Visual 12 of 40 · COMPLETE PRUNINGS / NO GAPS AND NO DOUBLE COUNTING

A mixed-depth basis must cover every branch

Traditional monograph: Definition 11.1 (p. 19), Theorem 11.2 (p. 20).

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A complete pruning chooses nodes of a finite refinement tree so that every root-to-terminal path meets exactly one selected node. The horizontal positions below are terminal packet addresses, not time intervals in the original signal.

Complete and incomplete tree cuts
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Reading the drawing

The three rows compare a complete covering antichain, overlapping nodes and a cut with a gap. The finest addresses provide a common coverage axis.

Drawing labels and data 21 labels

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  • \(000\)
  • \(001\)
  • \(010\)
  • \(011\)
  • \(100\)
  • \(101\)
  • \(110\)
  • \(111\)
  • complete
  • \(0\)
  • \(10\)
  • \(11\)
  • overlap
  • \(0\)
  • \(00\)
  • \(1\)
  • gap
  • \(00\)
  • \(01\)
  • \(10\)

each terminal packet path must be covered exactly once

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Three candidate selections

The complete selection \(\{0,10,11\}\) covers every terminal branch once. The selection \(\{0,00,1\}\) covers the \(00\) branch twice: it is not an antichain. The selection \(\{00,01,10\}\) misses the \(11\) branch entirely. For actual Haar packets, set \(P_v=W_v^*W_v\). Parent-to-child conservation gives

\[ P_v=P_{v0}+P_{v1}. \]

Replacing unselected parents by their children until the complete pruning is reached proves \(\sum_{v\in\Lambda}P_v=I\). This is why the coefficients at different depths still form an exact coordinate system.

An exhaustive finite check

At depth three the pruning count obeys \(a_0=1\) and \(a_{d+1}=1+a_d^2\), giving \(1,2,5,26\). The supplied suite checks all \(26\) covering conditions and all \(26\) actual \(16\times16\) projector-sum identities. These finite checks illustrate, but do not replace, the universal tree theorem.

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Mixed depth is allowed. Missing a terminal path or selecting an ancestor and its descendant is not.

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