15 — Measuring Multi-Qubit States
What happens when you measure one qubit of an entangled system — the generalized Born rule
Why This Matters

Measuring a single qubit is straightforward — you learned that in W1. But what happens when you measure one qubit of a two-qubit system? Especially when the qubits are entangled?

This is where quantum mechanics gets genuinely counterintuitive. Measuring one qubit doesn't just give you a result — it changes the state of the other qubit, even though you never touched it. The tool for computing exactly what happens is the generalized Born rule.

The punchline

To measure one qubit of a multi-qubit state in some basis \(\{|v\rangle, |v^\perp\rangle\}\): rewrite the state as \(\alpha|v\rangle \otimes |\phi_0\rangle + \beta|v^\perp\rangle \otimes |\phi_1\rangle\). Then the probabilities are \(|\alpha|^2\) and \(|\beta|^2\), and the post-measurement states are \(|v\rangle \otimes |\phi_0\rangle\) and \(|v^\perp\rangle \otimes |\phi_1\rangle\).

Measuring All Qubits — The Easy Case

If you measure all qubits in the computational basis, the rule is the same as single-qubit measurement, just extended: each basis state \(\ket{x}\) has probability \(|\alpha_x|^2\), and after measurement the state collapses to \(\ket{x}\).

Worked Example: Measure both qubits

State: \(\ket{\phi} = \frac{1}{\sqrt{5}}\ket{00} + \frac{2}{\sqrt{5}}\ket{11}\)

$$P(\ket{00}) = \left|\frac{1}{\sqrt{5}}\right|^2 = \frac{1}{5} \qquad\qquad P(\ket{11}) = \left|\frac{2}{\sqrt{5}}\right|^2 = \frac{4}{5}$$

$$P(\ket{01}) = 0 \qquad\qquad P(\ket{10}) = 0$$

After measurement, the state is whichever basis state you got. No surprises here — this is just the Born rule applied to a 4D vector instead of a 2D one.

General rule for measuring all qubits

For a state \(\alpha_{00}\ket{00} + \alpha_{01}\ket{01} + \alpha_{10}\ket{10} + \alpha_{11}\ket{11}\):

Normalization guarantees: \(|\alpha_{00}|^2 + |\alpha_{01}|^2 + |\alpha_{10}|^2 + |\alpha_{11}|^2 = 1\).

Measuring ONE Qubit — The Hard Part

Now the interesting question: what if you only measure the first qubit and leave the second alone? The second qubit's state depends on what you measured. This is where partial measurement gets subtle.

The computational basis case (Z-basis)

For a general two-qubit state \(\alpha_{00}\ket{00} + \alpha_{01}\ket{01} + \alpha_{10}\ket{10} + \alpha_{11}\ket{11}\), measuring the first qubit in the Z-basis \(\{\ket{0}, \ket{1}\}\):

Partial measurement in the Z-basis

Group terms by the first qubit's value:

$$\ket{\phi} = \underbrace{\ket{0} \otimes (\alpha_{00}\ket{0} + \alpha_{01}\ket{1})}_{\text{first qubit} = \ket{0}} + \underbrace{\ket{1} \otimes (\alpha_{10}\ket{0} + \alpha_{11}\ket{1})}_{\text{first qubit} = \ket{1}}$$

The \(\frac{1}{\sqrt{p}}\) factor renormalizes the remaining qubit's state so it has norm 1.

The key idea: group the terms by the measured qubit's value, then read off the probabilities and leftover states. The leftover state must be renormalized.

Worked Example 1: Partial Z-measurement on an entangled state

State: \(\ket{\phi} = \frac{1}{\sqrt{5}}\ket{00} + \frac{2}{\sqrt{5}}\ket{11}\)

Group by the first qubit:

$$\ket{\phi} = \frac{1}{\sqrt{5}}\ket{0} \otimes \ket{0} + \frac{2}{\sqrt{5}}\ket{1} \otimes \ket{1}$$

This is already grouped! The first qubit is \(\ket{0}\) in the first term and \(\ket{1}\) in the second.

Outcome 0: \(\quad p_0 = \left|\frac{1}{\sqrt{5}}\right|^2 = \frac{1}{5}\). Post-measurement state: \(\ket{0} \otimes \ket{0} = \ket{00}\)

Outcome 1: \(\quad p_1 = \left|\frac{2}{\sqrt{5}}\right|^2 = \frac{4}{5}\). Post-measurement state: \(\ket{1} \otimes \ket{1} = \ket{11}\)

Notice: measuring the first qubit completely determines the second. Get 0? Second qubit is \(\ket{0}\). Get 1? Second qubit is \(\ket{1}\). That's entanglement in action — you already saw this on the previous page.

The Generalized Born Rule

What if you want to measure in a different basis — not the Z-basis, but the X-basis \(\{\ket{+}, \ket{-}\}\), or any orthonormal basis \(\{|v\rangle, |v^\perp\rangle\}\)? This is where the generalized Born rule comes in.

The generalized Born rule

To measure the first qubit of an \(n\)-qubit state \(\ket{\phi}\) in basis \(\{|v\rangle, |v^\perp\rangle\}\):

Step 1: Rewrite the state so the first qubit is expressed in the measurement basis:

$$\ket{\phi} = \alpha\,|v\rangle \otimes |\phi_0\rangle + \beta\,|v^\perp\rangle \otimes |\phi_1\rangle$$

where \(|\phi_0\rangle\) and \(|\phi_1\rangle\) are \((n-1)\)-qubit states, and \(|\alpha|^2 + |\beta|^2 = 1\).

Step 2: Read off the measurement outcomes:

The Z-basis case above is just a special case where \(|v\rangle = \ket{0}\) and \(|v^\perp\rangle = \ket{1}\). The general rule works for any orthonormal basis.

The hard part is Step 1 — rewriting the state. For the Z-basis it's trivial (just group terms). For other bases, you need to change basis on the first qubit by substituting \(\ket{0}\) and \(\ket{1}\) in terms of \(|v\rangle\) and \(|v^\perp\rangle\), then collecting terms.

Worked Example 2: X-Basis Measurement

Same state: \(\ket{\phi} = \frac{1}{\sqrt{5}}\ket{00} + \frac{2}{\sqrt{5}}\ket{11}\). Now measure the first qubit in the X-basis \(\{\ket{+}, \ket{-}\}\).

Step 1: Rewrite in the X-basis

The Born rule only works when the state is written in the basis you're measuring in. Our state uses \(\ket{0}\) and \(\ket{1}\), but we're measuring in \(\{\ket{+}, \ket{-}\}\). So we need to express \(\ket{0}\) and \(\ket{1}\) in terms of \(\ket{+}\) and \(\ket{-}\).

You already know: \(\ket{+} = \frac{1}{\sqrt{2}}(\ket{0} + \ket{1})\) and \(\ket{-} = \frac{1}{\sqrt{2}}(\ket{0} - \ket{1})\). Just invert these with algebra — add them:

$$\ket{+} + \ket{-} = \frac{1}{\sqrt{2}}(\ket{0} + \ket{1}) + \frac{1}{\sqrt{2}}(\ket{0} - \ket{1}) = \frac{2}{\sqrt{2}}\ket{0} = \sqrt{2}\,\ket{0}$$

$$\Rightarrow\quad \ket{0} = \frac{1}{\sqrt{2}}(\ket{+} + \ket{-})$$

Subtract them:

$$\ket{+} - \ket{-} = \frac{1}{\sqrt{2}}(\ket{0} + \ket{1}) - \frac{1}{\sqrt{2}}(\ket{0} - \ket{1}) = \frac{2}{\sqrt{2}}\ket{1} = \sqrt{2}\,\ket{1}$$

$$\Rightarrow\quad \ket{1} = \frac{1}{\sqrt{2}}(\ket{+} - \ket{-})$$

Now substitute these into the first qubit of each term:

$$\ket{\phi} = \frac{1}{\sqrt{5}} \cdot \frac{\ket{+} + \ket{-}}{\sqrt{2}} \otimes \ket{0} \;+\; \frac{2}{\sqrt{5}} \cdot \frac{\ket{+} - \ket{-}}{\sqrt{2}} \otimes \ket{1}$$

Expand and group by \(\ket{+}\) and \(\ket{-}\):

$$= \frac{1}{\sqrt{10}}\ket{+}\ket{0} + \frac{1}{\sqrt{10}}\ket{-}\ket{0} + \frac{2}{\sqrt{10}}\ket{+}\ket{1} - \frac{2}{\sqrt{10}}\ket{-}\ket{1}$$

$$= \ket{+} \otimes \left(\frac{1}{\sqrt{10}}\ket{0} + \frac{2}{\sqrt{10}}\ket{1}\right) + \ket{-} \otimes \left(\frac{1}{\sqrt{10}}\ket{0} - \frac{2}{\sqrt{10}}\ket{1}\right)$$

Now factor out the norms to get the \(\alpha\) and \(\beta\) coefficients. Both inner states have the same norm:

$$\left\|\frac{1}{\sqrt{10}}\ket{0} + \frac{2}{\sqrt{10}}\ket{1}\right\| = \sqrt{\frac{1}{10} + \frac{4}{10}} = \sqrt{\frac{1}{2}} = \frac{1}{\sqrt{2}}$$

So we can write:

$$\ket{\phi} = \frac{1}{\sqrt{2}}\ket{+} \otimes \underbrace{\left(\frac{1}{\sqrt{5}}\ket{0} + \frac{2}{\sqrt{5}}\ket{1}\right)}_{|\phi_0\rangle} + \frac{1}{\sqrt{2}}\ket{-} \otimes \underbrace{\left(\frac{1}{\sqrt{5}}\ket{0} - \frac{2}{\sqrt{5}}\ket{1}\right)}_{|\phi_1\rangle}$$

Now we have the form \(\alpha\ket{+} \otimes |\phi_0\rangle + \beta\ket{-} \otimes |\phi_1\rangle\) with \(\alpha = \beta = \frac{1}{\sqrt{2}}\).

Step 2: Read off the outcomes

Outcome \(\ket{+}\): \(\quad p_+ = \left|\frac{1}{\sqrt{2}}\right|^2 = \frac{1}{2}\). Post-measurement state: \(\ket{+} \otimes \left(\frac{1}{\sqrt{5}}\ket{0} + \frac{2}{\sqrt{5}}\ket{1}\right)\)

Outcome \(\ket{-}\): \(\quad p_- = \left|\frac{1}{\sqrt{2}}\right|^2 = \frac{1}{2}\). Post-measurement state: \(\ket{-} \otimes \left(\frac{1}{\sqrt{5}}\ket{0} - \frac{2}{\sqrt{5}}\ket{1}\right)\)

Compare the two bases

Z-basis measurement: probabilities \(\frac{1}{5}\) and \(\frac{4}{5}\). Second qubit collapses to \(\ket{0}\) or \(\ket{1}\) — a clean basis state.

X-basis measurement: probabilities \(\frac{1}{2}\) and \(\frac{1}{2}\). Second qubit collapses to \(\frac{1}{\sqrt{5}}\ket{0} + \frac{2}{\sqrt{5}}\ket{1}\) or \(\frac{1}{\sqrt{5}}\ket{0} - \frac{2}{\sqrt{5}}\ket{1}\) — a superposition.

The choice of measurement basis changes both the probabilities AND what state the unmeasured qubit ends up in. This is a purely quantum phenomenon.

The Rewriting Step in Detail

The algebra in Step 1 is where most mistakes happen on exams. Here's the systematic procedure:

Recipe for rewriting in a new basis
  1. Express \(\ket{0}\) and \(\ket{1}\) in terms of \(|v\rangle\) and \(|v^\perp\rangle\). For the X-basis: \(\ket{0} = \frac{1}{\sqrt{2}}(\ket{+} + \ket{-})\), \(\ket{1} = \frac{1}{\sqrt{2}}(\ket{+} - \ket{-})\).
  2. Substitute into the first qubit of every term in the state.
  3. Distribute the tensor products: \((\ket{+} + \ket{-}) \otimes \ket{0} = \ket{+}\ket{0} + \ket{-}\ket{0}\).
  4. Collect terms by \(|v\rangle\) and \(|v^\perp\rangle\): group everything multiplied by \(\ket{+}\) together, and everything multiplied by \(\ket{-}\) together.
  5. Factor out the norms to identify \(\alpha\), \(\beta\), \(|\phi_0\rangle\), and \(|\phi_1\rangle\). The states \(|\phi_0\rangle\) and \(|\phi_1\rangle\) must be normalized.
Worked Example 3: Product State — No Surprises

Let's see how partial measurement works on a product state to build intuition.

State: \(\ket{\phi} = \ket{+} \otimes \ket{0} = \frac{1}{\sqrt{2}}(\ket{00} + \ket{10})\)

Measure the first qubit in the Z-basis:

$$\ket{\phi} = \frac{1}{\sqrt{2}}\ket{0} \otimes \ket{0} + \frac{1}{\sqrt{2}}\ket{1} \otimes \ket{0}$$

Outcome 0: \(\quad p_0 = \frac{1}{2}\). Post-measurement state: \(\ket{0} \otimes \ket{0} = \ket{00}\)

Outcome 1: \(\quad p_1 = \frac{1}{2}\). Post-measurement state: \(\ket{1} \otimes \ket{0} = \ket{10}\)

The second qubit is \(\ket{0}\) regardless of the outcome. Measuring the first qubit told you nothing about the second. This is exactly what "not entangled" means — the qubits are independent.

Product state vs entangled state

Product state: measuring one qubit leaves the other unchanged. The \(|\phi_0\rangle\) and \(|\phi_1\rangle\) parts are the same.

Entangled state: measuring one qubit changes the other. The \(|\phi_0\rangle\) and \(|\phi_1\rangle\) parts are different — the measurement outcome tells you something about the unmeasured qubit.

Worked Example 4: Three-Qubit Partial Measurement

The generalized Born rule works for any number of qubits. Let's measure the first qubit of a 3-qubit state.

State: \(\ket{\phi} = \frac{1}{\sqrt{2}}\ket{000} + \frac{1}{\sqrt{2}}\ket{111}\) (the GHZ state)

Group by the first qubit:

$$\ket{\phi} = \frac{1}{\sqrt{2}}\ket{0} \otimes \ket{00} + \frac{1}{\sqrt{2}}\ket{1} \otimes \ket{11}$$

Outcome 0: \(\quad p_0 = \frac{1}{2}\). Post-measurement state: \(\ket{0} \otimes \ket{00} = \ket{000}\)

Outcome 1: \(\quad p_1 = \frac{1}{2}\). Post-measurement state: \(\ket{1} \otimes \ket{11} = \ket{111}\)

Measuring just the first qubit collapses all three qubits. This is the power (and the strangeness) of multi-qubit entanglement: one measurement can determine the state of an entire register.

Common Pitfalls
Watch out for these
  1. Forgetting to renormalize. After grouping terms, the leftover state \(|\phi_0\rangle\) or \(|\phi_1\rangle\) might not have norm 1. You must divide by the norm to get a valid quantum state. In the Z-basis example above, renormalization was trivial. In the X-basis example, we had to factor out \(\frac{1}{\sqrt{2}}\).
  2. Confusing which qubit is being measured. If you're measuring the second qubit, group by the second qubit's value. The state becomes \(|\phi_0\rangle \otimes |v\rangle + |\phi_1\rangle \otimes |v^\perp\rangle\) — the measured qubit can go on either side of the tensor product.
  3. Wrong basis substitution. To go from Z to X basis: \(\ket{0} = \frac{1}{\sqrt{2}}(\ket{+} + \ket{-})\). It's easy to mix up the signs. Remember: \(\ket{+}\) has a plus between \(\ket{0}\) and \(\ket{1}\), so \(\ket{1} = \frac{1}{\sqrt{2}}(\ket{+} - \ket{-})\) gets a minus.
Summary
What you need to know