Paper V visual guide · Visual 4 of 40 · EXACT REFINEMENT / WHAT CAN BE ADDED

Refine packets on a common lattice

Traditional monograph: Theorem 2.3 (p. 5).

Start reading

Resources & source

Original plate in the visual guide PDF · Original atlas source

Skip contents and start reading

An even sample belongs to exactly one of residues \(0\) and \(2\) modulo four. Therefore the coarse even mask is the sum of two disjoint fine masks:

\[ P_{2,0}=P_{4,0}+P_{4,2}. \]
Even samples split into two finer masks
Original drawing. Read the description below; expand the labels and data for selectable text.

Reading the drawing

Three rows share the original sample axis. The even mask is partitioned into residues zero and two modulo four; blank cells are masked addresses.

Drawing labels and data 29 labels

Read the original labels as selectable text. Tables preserve grid relationships; other short labels are grouped compactly.

  • coarse \(P_{2,0}\)
  • \(0\)
  • \(2\)
  • \(4\)
  • \(6\)
  • \(8\)
  • \(10\)
  • fine \(P_{4,0}\)
  • \(0\)
  • \(4\)
  • \(8\)
  • fine \(P_{4,2}\)
  • \(2\)
  • \(6\)
  • \(10\)
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
  • 10
  • 11
  • \(P_{2,0}=P_{4,0}+P_{4,2}\)
  • same original-sample axis \(n\)

Open the full-size drawing

Evidence note from the source edition

The common horizontal axis is the original sample index. Empty cells denote masked-out addresses. There are no interpolated samples between the displayed cells.

Why the coordinate convention matters

The decimated channel \(f_0[q]=f[2q]\) has its own index \(q\). At modulus four the descendants are \(f[4q]\) and \(f[4q+2]\). These shorter arrays must be interleaved to recover the coarse channel. Adding them entrywise instead produces sums of different original samples. For example, at the first descendant address the values \(f[0]=0\) and \(f[2]=1/2\) are two separate values. Their sum \(1/2\) cannot tell us both of them. Exact refinement is a disjoint partition, not an averaging rule or a new measurement.

The general formula

When \(N\) divides \(M\),

\[ P_{N,r}=\sum_{\substack{0\le a<M\\a\equiv r\pmod N}}P_{M,a}. \]

The divisibility hypothesis ensures that every fine residue class lies entirely inside one coarse class. Without it, this particular descendant relation is not the right refinement rule.

Read this as

Finer coordinates can preserve the object exactly. Compressing their values to averages is an additional operation, with an additional information-loss question.

Source and conversion record

The original atlas wording, equations, and drawing labels are retained. Drawings are views of the frozen visual-guide PDF. Text descriptions and table headings are added reading aids. This conversion does not rebuild TeX, rerun the examples, audit proofs or compile Lean.

Conversion checks and source hashes

Notation in Paper V

Look up a symbol without leaving this chapter. Select text before opening help to search for it.

Search this work’s notation.

    Symbols can have different meanings in different passages. Read each result in its own context.

    Open the full notation index