Density matrix after measurement on density matrix
up vote
5
down vote
favorite
Let's say Alice wants to send Bob a $|0rangle$ with probability .5 and $|1rangle$ also with probability .5. So after a qubit Alice prepares leaves her lab, the system could be represented by the following density matrix: $$rho = .5 |0rangle langle 0| + .5 |1rangle langle 1|= begin{bmatrix} .5 & 0 \ 0 & .5 end{bmatrix} $$Am I right?
Then, Bob would perform measurement in the standard basis. This is where I get confused. For example, he could get $|0rangle$ with probability .5 and $|1rangle$ with .5. So what is the density matrix representing the state after Bob performs his measurement in the standard basis accounting for both of his possible outcomes?
quantum-information measurement cryptography density-matrix
add a comment |
up vote
5
down vote
favorite
Let's say Alice wants to send Bob a $|0rangle$ with probability .5 and $|1rangle$ also with probability .5. So after a qubit Alice prepares leaves her lab, the system could be represented by the following density matrix: $$rho = .5 |0rangle langle 0| + .5 |1rangle langle 1|= begin{bmatrix} .5 & 0 \ 0 & .5 end{bmatrix} $$Am I right?
Then, Bob would perform measurement in the standard basis. This is where I get confused. For example, he could get $|0rangle$ with probability .5 and $|1rangle$ with .5. So what is the density matrix representing the state after Bob performs his measurement in the standard basis accounting for both of his possible outcomes?
quantum-information measurement cryptography density-matrix
1
You're confusing kets and the associated pure density matrices. Should be like $|0rangle langle 0 |$
– AHusain
Nov 30 at 18:15
add a comment |
up vote
5
down vote
favorite
up vote
5
down vote
favorite
Let's say Alice wants to send Bob a $|0rangle$ with probability .5 and $|1rangle$ also with probability .5. So after a qubit Alice prepares leaves her lab, the system could be represented by the following density matrix: $$rho = .5 |0rangle langle 0| + .5 |1rangle langle 1|= begin{bmatrix} .5 & 0 \ 0 & .5 end{bmatrix} $$Am I right?
Then, Bob would perform measurement in the standard basis. This is where I get confused. For example, he could get $|0rangle$ with probability .5 and $|1rangle$ with .5. So what is the density matrix representing the state after Bob performs his measurement in the standard basis accounting for both of his possible outcomes?
quantum-information measurement cryptography density-matrix
Let's say Alice wants to send Bob a $|0rangle$ with probability .5 and $|1rangle$ also with probability .5. So after a qubit Alice prepares leaves her lab, the system could be represented by the following density matrix: $$rho = .5 |0rangle langle 0| + .5 |1rangle langle 1|= begin{bmatrix} .5 & 0 \ 0 & .5 end{bmatrix} $$Am I right?
Then, Bob would perform measurement in the standard basis. This is where I get confused. For example, he could get $|0rangle$ with probability .5 and $|1rangle$ with .5. So what is the density matrix representing the state after Bob performs his measurement in the standard basis accounting for both of his possible outcomes?
quantum-information measurement cryptography density-matrix
quantum-information measurement cryptography density-matrix
edited Dec 1 at 6:55
Blue♦
5,63511352
5,63511352
asked Nov 30 at 17:55
Hasan Iqbal
3086
3086
1
You're confusing kets and the associated pure density matrices. Should be like $|0rangle langle 0 |$
– AHusain
Nov 30 at 18:15
add a comment |
1
You're confusing kets and the associated pure density matrices. Should be like $|0rangle langle 0 |$
– AHusain
Nov 30 at 18:15
1
1
You're confusing kets and the associated pure density matrices. Should be like $|0rangle langle 0 |$
– AHusain
Nov 30 at 18:15
You're confusing kets and the associated pure density matrices. Should be like $|0rangle langle 0 |$
– AHusain
Nov 30 at 18:15
add a comment |
3 Answers
3
active
oldest
votes
up vote
5
down vote
accepted
So, Bob is given the following state (also called the maximally-mixed state):
$rho = frac{1}{2}|0ranglelangle 0| + frac{1}{2}|1ranglelangle 1| = begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix}$
As you noticed, one nice feature of density matrices is they enable us to capture the uncertainty of an outcome of a measurement and account for the different possible outcomes in a single equation. Projective measurement is defined by a set of measurement operators $P_i$, one for each possible measurement outcome. For example, when measuring in the computational basis (collapsing to $|0rangle$ or $|1rangle$) we have the following measurement operators:
$P_0 = |0ranglelangle0| = begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}$, $P_1 = |1ranglelangle1| = begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix}$
where $P_0$ is associated with outcome $|0rangle$ and $P_1$ is associated with outcome $|1rangle$. These matrices are also called projectors.
Now, given a single-qbit density operator $rho$, we can calculate the probability of it collapsing to some value with the following formula:
$p_i = Tr(P_i rho)$
where $Tr(M)$ is the trace, which is the sum of the elements along the main diagonal of matrix $M$. So, we calculate the probability of your example collapsing to $|0rangle$ as follows:
$p_0 = Tr(P_0 rho)
= Tr left( begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} right)
= Tr left( begin{bmatrix} frac 1 2 & 0 \ 0 & 0 end{bmatrix} right) = frac 1 2$
And the formula for the post-measurement density operator is:
$rho_i = frac{P_i rho P_i}{p_i}$
which in your example is:
$rho_0 = frac{begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}}{frac 1 2} = begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}$
which is indeed the density matrix for the pure state $|0rangle$.
We don't just want the density operator for a certain measurement outcome, though - what we want is a density operator which captures the branching nature of measurement, representing it as an ensemble of possible collapsed states! For this, we use the following formula:
$rho' = sum_i p_i rho_i = sum_i P_i rho P_i$
in our example:
$rho' = left( begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} right) + left( begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix} right)$
$rho' = begin{bmatrix} frac 1 2 & 0 \ 0 & 0 end{bmatrix}
+ begin{bmatrix} 0 & 0 \ 0 & frac 1 2 end{bmatrix} = begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} = frac{1}{2}|0ranglelangle 0| + frac{1}{2}|1ranglelangle 1|$
Your final density matrix is unchanged! This should actually be unsurprising, because we started out with the maximally-mixed state and performed a further randomizing operation on it.
Much of this answer copied from my previous detailed answer here, which in turn is based off of another answer here.
to tell you the truth, i suspected something like this, but was lacking the solidity present in your answer.
– Hasan Iqbal
Nov 30 at 19:48
add a comment |
up vote
4
down vote
So Alice sends Bob a qubit with the density matrix
$$rho = frac{1}{2}|0ranglelangle 0| + frac{1}{2}|1ranglelangle 1| = begin{bmatrix} .5 & 0 \ 0 & .5 end{bmatrix}$$
as you said. (I've fixed the notation to make it a density matrix, what you wrote was in the structure of a state, but with non-normalized coeffecients. It is important to note the distinction of pure states vs mixed states. What you are discussing is a mixed state and cannot be described as a single state $|psirangle$, mixed states can only be described in the density matrix picture.)
After measurement the state Bob has becomes a pure state, as you described. He gets either
$$|0rangle rightarrow rho = begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}$$
or $$|1rangle rightarrow rho = begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix}$$
with equal probability. As you can see once the qubit is measured you lose all indication that it was once in a mixed state or anything else about its history.
add a comment |
up vote
3
down vote
It is important to emphasise that a density matrix may not be absolute; it represents the state of somebody's knowledge of the system.
To see this, consider 3 parties: Alice, Bob and Charlie. Alice prepares a qubit in either $|0rangle$ or $|1rangle$. Now, Alice knows which state she prepared (let's assume it's $|0rangle$), so Alice's description of the qubit is $|0ranglelangle 0|$. However, Bob and Charlie only know the preparation procedure, not which choice Alice made. So, they both have to describe the state as 50:50 being 0 or 1. i.e.
$$
frac{1}{2}(|0ranglelangle 0|+|1ranglelangle 1|).
$$
Now, Bob receives the state and measures it in the Z basis. So long as Alice knows what measurement is being done, she knows that the state won't change, so her description of the state remains the same, $|0ranglelangle 0|$. Bob gets the measurement result, so now he knows that the state is in $|0rangle$, so if he's using a density matrix, he describes it as $|0ranglelangle 0|$. However, Charlie, who does not know what measurement result Bob got, still does not know any better than to describe the state by
$$
frac{1}{2}(|0ranglelangle 0|+|1ranglelangle 1|).
$$
add a comment |
Your Answer
StackExchange.ifUsing("editor", function () {
return StackExchange.using("mathjaxEditing", function () {
StackExchange.MarkdownEditor.creationCallbacks.add(function (editor, postfix) {
StackExchange.mathjaxEditing.prepareWmdForMathJax(editor, postfix, [["$", "$"], ["\\(","\\)"]]);
});
});
}, "mathjax-editing");
StackExchange.ready(function() {
var channelOptions = {
tags: "".split(" "),
id: "694"
};
initTagRenderer("".split(" "), "".split(" "), channelOptions);
StackExchange.using("externalEditor", function() {
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled) {
StackExchange.using("snippets", function() {
createEditor();
});
}
else {
createEditor();
}
});
function createEditor() {
StackExchange.prepareEditor({
heartbeatType: 'answer',
convertImagesToLinks: false,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: null,
bindNavPrevention: true,
postfix: "",
imageUploader: {
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
},
noCode: true, onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
});
}
});
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fquantumcomputing.stackexchange.com%2fquestions%2f4834%2fdensity-matrix-after-measurement-on-density-matrix%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
3 Answers
3
active
oldest
votes
3 Answers
3
active
oldest
votes
active
oldest
votes
active
oldest
votes
up vote
5
down vote
accepted
So, Bob is given the following state (also called the maximally-mixed state):
$rho = frac{1}{2}|0ranglelangle 0| + frac{1}{2}|1ranglelangle 1| = begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix}$
As you noticed, one nice feature of density matrices is they enable us to capture the uncertainty of an outcome of a measurement and account for the different possible outcomes in a single equation. Projective measurement is defined by a set of measurement operators $P_i$, one for each possible measurement outcome. For example, when measuring in the computational basis (collapsing to $|0rangle$ or $|1rangle$) we have the following measurement operators:
$P_0 = |0ranglelangle0| = begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}$, $P_1 = |1ranglelangle1| = begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix}$
where $P_0$ is associated with outcome $|0rangle$ and $P_1$ is associated with outcome $|1rangle$. These matrices are also called projectors.
Now, given a single-qbit density operator $rho$, we can calculate the probability of it collapsing to some value with the following formula:
$p_i = Tr(P_i rho)$
where $Tr(M)$ is the trace, which is the sum of the elements along the main diagonal of matrix $M$. So, we calculate the probability of your example collapsing to $|0rangle$ as follows:
$p_0 = Tr(P_0 rho)
= Tr left( begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} right)
= Tr left( begin{bmatrix} frac 1 2 & 0 \ 0 & 0 end{bmatrix} right) = frac 1 2$
And the formula for the post-measurement density operator is:
$rho_i = frac{P_i rho P_i}{p_i}$
which in your example is:
$rho_0 = frac{begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}}{frac 1 2} = begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}$
which is indeed the density matrix for the pure state $|0rangle$.
We don't just want the density operator for a certain measurement outcome, though - what we want is a density operator which captures the branching nature of measurement, representing it as an ensemble of possible collapsed states! For this, we use the following formula:
$rho' = sum_i p_i rho_i = sum_i P_i rho P_i$
in our example:
$rho' = left( begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} right) + left( begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix} right)$
$rho' = begin{bmatrix} frac 1 2 & 0 \ 0 & 0 end{bmatrix}
+ begin{bmatrix} 0 & 0 \ 0 & frac 1 2 end{bmatrix} = begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} = frac{1}{2}|0ranglelangle 0| + frac{1}{2}|1ranglelangle 1|$
Your final density matrix is unchanged! This should actually be unsurprising, because we started out with the maximally-mixed state and performed a further randomizing operation on it.
Much of this answer copied from my previous detailed answer here, which in turn is based off of another answer here.
to tell you the truth, i suspected something like this, but was lacking the solidity present in your answer.
– Hasan Iqbal
Nov 30 at 19:48
add a comment |
up vote
5
down vote
accepted
So, Bob is given the following state (also called the maximally-mixed state):
$rho = frac{1}{2}|0ranglelangle 0| + frac{1}{2}|1ranglelangle 1| = begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix}$
As you noticed, one nice feature of density matrices is they enable us to capture the uncertainty of an outcome of a measurement and account for the different possible outcomes in a single equation. Projective measurement is defined by a set of measurement operators $P_i$, one for each possible measurement outcome. For example, when measuring in the computational basis (collapsing to $|0rangle$ or $|1rangle$) we have the following measurement operators:
$P_0 = |0ranglelangle0| = begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}$, $P_1 = |1ranglelangle1| = begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix}$
where $P_0$ is associated with outcome $|0rangle$ and $P_1$ is associated with outcome $|1rangle$. These matrices are also called projectors.
Now, given a single-qbit density operator $rho$, we can calculate the probability of it collapsing to some value with the following formula:
$p_i = Tr(P_i rho)$
where $Tr(M)$ is the trace, which is the sum of the elements along the main diagonal of matrix $M$. So, we calculate the probability of your example collapsing to $|0rangle$ as follows:
$p_0 = Tr(P_0 rho)
= Tr left( begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} right)
= Tr left( begin{bmatrix} frac 1 2 & 0 \ 0 & 0 end{bmatrix} right) = frac 1 2$
And the formula for the post-measurement density operator is:
$rho_i = frac{P_i rho P_i}{p_i}$
which in your example is:
$rho_0 = frac{begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}}{frac 1 2} = begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}$
which is indeed the density matrix for the pure state $|0rangle$.
We don't just want the density operator for a certain measurement outcome, though - what we want is a density operator which captures the branching nature of measurement, representing it as an ensemble of possible collapsed states! For this, we use the following formula:
$rho' = sum_i p_i rho_i = sum_i P_i rho P_i$
in our example:
$rho' = left( begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} right) + left( begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix} right)$
$rho' = begin{bmatrix} frac 1 2 & 0 \ 0 & 0 end{bmatrix}
+ begin{bmatrix} 0 & 0 \ 0 & frac 1 2 end{bmatrix} = begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} = frac{1}{2}|0ranglelangle 0| + frac{1}{2}|1ranglelangle 1|$
Your final density matrix is unchanged! This should actually be unsurprising, because we started out with the maximally-mixed state and performed a further randomizing operation on it.
Much of this answer copied from my previous detailed answer here, which in turn is based off of another answer here.
to tell you the truth, i suspected something like this, but was lacking the solidity present in your answer.
– Hasan Iqbal
Nov 30 at 19:48
add a comment |
up vote
5
down vote
accepted
up vote
5
down vote
accepted
So, Bob is given the following state (also called the maximally-mixed state):
$rho = frac{1}{2}|0ranglelangle 0| + frac{1}{2}|1ranglelangle 1| = begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix}$
As you noticed, one nice feature of density matrices is they enable us to capture the uncertainty of an outcome of a measurement and account for the different possible outcomes in a single equation. Projective measurement is defined by a set of measurement operators $P_i$, one for each possible measurement outcome. For example, when measuring in the computational basis (collapsing to $|0rangle$ or $|1rangle$) we have the following measurement operators:
$P_0 = |0ranglelangle0| = begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}$, $P_1 = |1ranglelangle1| = begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix}$
where $P_0$ is associated with outcome $|0rangle$ and $P_1$ is associated with outcome $|1rangle$. These matrices are also called projectors.
Now, given a single-qbit density operator $rho$, we can calculate the probability of it collapsing to some value with the following formula:
$p_i = Tr(P_i rho)$
where $Tr(M)$ is the trace, which is the sum of the elements along the main diagonal of matrix $M$. So, we calculate the probability of your example collapsing to $|0rangle$ as follows:
$p_0 = Tr(P_0 rho)
= Tr left( begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} right)
= Tr left( begin{bmatrix} frac 1 2 & 0 \ 0 & 0 end{bmatrix} right) = frac 1 2$
And the formula for the post-measurement density operator is:
$rho_i = frac{P_i rho P_i}{p_i}$
which in your example is:
$rho_0 = frac{begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}}{frac 1 2} = begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}$
which is indeed the density matrix for the pure state $|0rangle$.
We don't just want the density operator for a certain measurement outcome, though - what we want is a density operator which captures the branching nature of measurement, representing it as an ensemble of possible collapsed states! For this, we use the following formula:
$rho' = sum_i p_i rho_i = sum_i P_i rho P_i$
in our example:
$rho' = left( begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} right) + left( begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix} right)$
$rho' = begin{bmatrix} frac 1 2 & 0 \ 0 & 0 end{bmatrix}
+ begin{bmatrix} 0 & 0 \ 0 & frac 1 2 end{bmatrix} = begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} = frac{1}{2}|0ranglelangle 0| + frac{1}{2}|1ranglelangle 1|$
Your final density matrix is unchanged! This should actually be unsurprising, because we started out with the maximally-mixed state and performed a further randomizing operation on it.
Much of this answer copied from my previous detailed answer here, which in turn is based off of another answer here.
So, Bob is given the following state (also called the maximally-mixed state):
$rho = frac{1}{2}|0ranglelangle 0| + frac{1}{2}|1ranglelangle 1| = begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix}$
As you noticed, one nice feature of density matrices is they enable us to capture the uncertainty of an outcome of a measurement and account for the different possible outcomes in a single equation. Projective measurement is defined by a set of measurement operators $P_i$, one for each possible measurement outcome. For example, when measuring in the computational basis (collapsing to $|0rangle$ or $|1rangle$) we have the following measurement operators:
$P_0 = |0ranglelangle0| = begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}$, $P_1 = |1ranglelangle1| = begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix}$
where $P_0$ is associated with outcome $|0rangle$ and $P_1$ is associated with outcome $|1rangle$. These matrices are also called projectors.
Now, given a single-qbit density operator $rho$, we can calculate the probability of it collapsing to some value with the following formula:
$p_i = Tr(P_i rho)$
where $Tr(M)$ is the trace, which is the sum of the elements along the main diagonal of matrix $M$. So, we calculate the probability of your example collapsing to $|0rangle$ as follows:
$p_0 = Tr(P_0 rho)
= Tr left( begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} right)
= Tr left( begin{bmatrix} frac 1 2 & 0 \ 0 & 0 end{bmatrix} right) = frac 1 2$
And the formula for the post-measurement density operator is:
$rho_i = frac{P_i rho P_i}{p_i}$
which in your example is:
$rho_0 = frac{begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}}{frac 1 2} = begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}$
which is indeed the density matrix for the pure state $|0rangle$.
We don't just want the density operator for a certain measurement outcome, though - what we want is a density operator which captures the branching nature of measurement, representing it as an ensemble of possible collapsed states! For this, we use the following formula:
$rho' = sum_i p_i rho_i = sum_i P_i rho P_i$
in our example:
$rho' = left( begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix} right) + left( begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix} begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix} right)$
$rho' = begin{bmatrix} frac 1 2 & 0 \ 0 & 0 end{bmatrix}
+ begin{bmatrix} 0 & 0 \ 0 & frac 1 2 end{bmatrix} = begin{bmatrix} frac{1}{2} & 0 \ 0 & frac{1}{2} end{bmatrix} = frac{1}{2}|0ranglelangle 0| + frac{1}{2}|1ranglelangle 1|$
Your final density matrix is unchanged! This should actually be unsurprising, because we started out with the maximally-mixed state and performed a further randomizing operation on it.
Much of this answer copied from my previous detailed answer here, which in turn is based off of another answer here.
edited Nov 30 at 19:45
answered Nov 30 at 19:40
ahelwer
1,215112
1,215112
to tell you the truth, i suspected something like this, but was lacking the solidity present in your answer.
– Hasan Iqbal
Nov 30 at 19:48
add a comment |
to tell you the truth, i suspected something like this, but was lacking the solidity present in your answer.
– Hasan Iqbal
Nov 30 at 19:48
to tell you the truth, i suspected something like this, but was lacking the solidity present in your answer.
– Hasan Iqbal
Nov 30 at 19:48
to tell you the truth, i suspected something like this, but was lacking the solidity present in your answer.
– Hasan Iqbal
Nov 30 at 19:48
add a comment |
up vote
4
down vote
So Alice sends Bob a qubit with the density matrix
$$rho = frac{1}{2}|0ranglelangle 0| + frac{1}{2}|1ranglelangle 1| = begin{bmatrix} .5 & 0 \ 0 & .5 end{bmatrix}$$
as you said. (I've fixed the notation to make it a density matrix, what you wrote was in the structure of a state, but with non-normalized coeffecients. It is important to note the distinction of pure states vs mixed states. What you are discussing is a mixed state and cannot be described as a single state $|psirangle$, mixed states can only be described in the density matrix picture.)
After measurement the state Bob has becomes a pure state, as you described. He gets either
$$|0rangle rightarrow rho = begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}$$
or $$|1rangle rightarrow rho = begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix}$$
with equal probability. As you can see once the qubit is measured you lose all indication that it was once in a mixed state or anything else about its history.
add a comment |
up vote
4
down vote
So Alice sends Bob a qubit with the density matrix
$$rho = frac{1}{2}|0ranglelangle 0| + frac{1}{2}|1ranglelangle 1| = begin{bmatrix} .5 & 0 \ 0 & .5 end{bmatrix}$$
as you said. (I've fixed the notation to make it a density matrix, what you wrote was in the structure of a state, but with non-normalized coeffecients. It is important to note the distinction of pure states vs mixed states. What you are discussing is a mixed state and cannot be described as a single state $|psirangle$, mixed states can only be described in the density matrix picture.)
After measurement the state Bob has becomes a pure state, as you described. He gets either
$$|0rangle rightarrow rho = begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}$$
or $$|1rangle rightarrow rho = begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix}$$
with equal probability. As you can see once the qubit is measured you lose all indication that it was once in a mixed state or anything else about its history.
add a comment |
up vote
4
down vote
up vote
4
down vote
So Alice sends Bob a qubit with the density matrix
$$rho = frac{1}{2}|0ranglelangle 0| + frac{1}{2}|1ranglelangle 1| = begin{bmatrix} .5 & 0 \ 0 & .5 end{bmatrix}$$
as you said. (I've fixed the notation to make it a density matrix, what you wrote was in the structure of a state, but with non-normalized coeffecients. It is important to note the distinction of pure states vs mixed states. What you are discussing is a mixed state and cannot be described as a single state $|psirangle$, mixed states can only be described in the density matrix picture.)
After measurement the state Bob has becomes a pure state, as you described. He gets either
$$|0rangle rightarrow rho = begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}$$
or $$|1rangle rightarrow rho = begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix}$$
with equal probability. As you can see once the qubit is measured you lose all indication that it was once in a mixed state or anything else about its history.
So Alice sends Bob a qubit with the density matrix
$$rho = frac{1}{2}|0ranglelangle 0| + frac{1}{2}|1ranglelangle 1| = begin{bmatrix} .5 & 0 \ 0 & .5 end{bmatrix}$$
as you said. (I've fixed the notation to make it a density matrix, what you wrote was in the structure of a state, but with non-normalized coeffecients. It is important to note the distinction of pure states vs mixed states. What you are discussing is a mixed state and cannot be described as a single state $|psirangle$, mixed states can only be described in the density matrix picture.)
After measurement the state Bob has becomes a pure state, as you described. He gets either
$$|0rangle rightarrow rho = begin{bmatrix} 1 & 0 \ 0 & 0 end{bmatrix}$$
or $$|1rangle rightarrow rho = begin{bmatrix} 0 & 0 \ 0 & 1 end{bmatrix}$$
with equal probability. As you can see once the qubit is measured you lose all indication that it was once in a mixed state or anything else about its history.
answered Nov 30 at 18:25
Dripto Debroy
73519
73519
add a comment |
add a comment |
up vote
3
down vote
It is important to emphasise that a density matrix may not be absolute; it represents the state of somebody's knowledge of the system.
To see this, consider 3 parties: Alice, Bob and Charlie. Alice prepares a qubit in either $|0rangle$ or $|1rangle$. Now, Alice knows which state she prepared (let's assume it's $|0rangle$), so Alice's description of the qubit is $|0ranglelangle 0|$. However, Bob and Charlie only know the preparation procedure, not which choice Alice made. So, they both have to describe the state as 50:50 being 0 or 1. i.e.
$$
frac{1}{2}(|0ranglelangle 0|+|1ranglelangle 1|).
$$
Now, Bob receives the state and measures it in the Z basis. So long as Alice knows what measurement is being done, she knows that the state won't change, so her description of the state remains the same, $|0ranglelangle 0|$. Bob gets the measurement result, so now he knows that the state is in $|0rangle$, so if he's using a density matrix, he describes it as $|0ranglelangle 0|$. However, Charlie, who does not know what measurement result Bob got, still does not know any better than to describe the state by
$$
frac{1}{2}(|0ranglelangle 0|+|1ranglelangle 1|).
$$
add a comment |
up vote
3
down vote
It is important to emphasise that a density matrix may not be absolute; it represents the state of somebody's knowledge of the system.
To see this, consider 3 parties: Alice, Bob and Charlie. Alice prepares a qubit in either $|0rangle$ or $|1rangle$. Now, Alice knows which state she prepared (let's assume it's $|0rangle$), so Alice's description of the qubit is $|0ranglelangle 0|$. However, Bob and Charlie only know the preparation procedure, not which choice Alice made. So, they both have to describe the state as 50:50 being 0 or 1. i.e.
$$
frac{1}{2}(|0ranglelangle 0|+|1ranglelangle 1|).
$$
Now, Bob receives the state and measures it in the Z basis. So long as Alice knows what measurement is being done, she knows that the state won't change, so her description of the state remains the same, $|0ranglelangle 0|$. Bob gets the measurement result, so now he knows that the state is in $|0rangle$, so if he's using a density matrix, he describes it as $|0ranglelangle 0|$. However, Charlie, who does not know what measurement result Bob got, still does not know any better than to describe the state by
$$
frac{1}{2}(|0ranglelangle 0|+|1ranglelangle 1|).
$$
add a comment |
up vote
3
down vote
up vote
3
down vote
It is important to emphasise that a density matrix may not be absolute; it represents the state of somebody's knowledge of the system.
To see this, consider 3 parties: Alice, Bob and Charlie. Alice prepares a qubit in either $|0rangle$ or $|1rangle$. Now, Alice knows which state she prepared (let's assume it's $|0rangle$), so Alice's description of the qubit is $|0ranglelangle 0|$. However, Bob and Charlie only know the preparation procedure, not which choice Alice made. So, they both have to describe the state as 50:50 being 0 or 1. i.e.
$$
frac{1}{2}(|0ranglelangle 0|+|1ranglelangle 1|).
$$
Now, Bob receives the state and measures it in the Z basis. So long as Alice knows what measurement is being done, she knows that the state won't change, so her description of the state remains the same, $|0ranglelangle 0|$. Bob gets the measurement result, so now he knows that the state is in $|0rangle$, so if he's using a density matrix, he describes it as $|0ranglelangle 0|$. However, Charlie, who does not know what measurement result Bob got, still does not know any better than to describe the state by
$$
frac{1}{2}(|0ranglelangle 0|+|1ranglelangle 1|).
$$
It is important to emphasise that a density matrix may not be absolute; it represents the state of somebody's knowledge of the system.
To see this, consider 3 parties: Alice, Bob and Charlie. Alice prepares a qubit in either $|0rangle$ or $|1rangle$. Now, Alice knows which state she prepared (let's assume it's $|0rangle$), so Alice's description of the qubit is $|0ranglelangle 0|$. However, Bob and Charlie only know the preparation procedure, not which choice Alice made. So, they both have to describe the state as 50:50 being 0 or 1. i.e.
$$
frac{1}{2}(|0ranglelangle 0|+|1ranglelangle 1|).
$$
Now, Bob receives the state and measures it in the Z basis. So long as Alice knows what measurement is being done, she knows that the state won't change, so her description of the state remains the same, $|0ranglelangle 0|$. Bob gets the measurement result, so now he knows that the state is in $|0rangle$, so if he's using a density matrix, he describes it as $|0ranglelangle 0|$. However, Charlie, who does not know what measurement result Bob got, still does not know any better than to describe the state by
$$
frac{1}{2}(|0ranglelangle 0|+|1ranglelangle 1|).
$$
answered Dec 1 at 11:58
DaftWullie
11.5k1536
11.5k1536
add a comment |
add a comment |
Thanks for contributing an answer to Quantum Computing Stack Exchange!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
Use MathJax to format equations. MathJax reference.
To learn more, see our tips on writing great answers.
Some of your past answers have not been well-received, and you're in danger of being blocked from answering.
Please pay close attention to the following guidance:
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
To learn more, see our tips on writing great answers.
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fquantumcomputing.stackexchange.com%2fquestions%2f4834%2fdensity-matrix-after-measurement-on-density-matrix%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
1
You're confusing kets and the associated pure density matrices. Should be like $|0rangle langle 0 |$
– AHusain
Nov 30 at 18:15