1. Introduction
In quantum computing, errors arising from quantum noise may be treated using quantum error-correcting codes, such as the Shor code [
1]. The basic idea is to convert a qubit that one is trying to shield from noise to a higher dimensional state containing redundant information. After being subjected to noise, a recovery procedure is implemented to rehabilitate the state. Departing from this approach, the work presented below exploits a unique factorization of quadratic dissipative equations to leave squeezed states coherent and accessible to quantum processing after a deconvolution at a privileged time
. This is accomplished by using a single Gaussian state to represent a qubit. Quantum noise is thus eliminated without having to increase the dimensions of the system under study, albeit at the expense of having to perform the deconvolution at
. We suggest that this limitation may be used advantageously to help send information securely. Only authorized persons would be apprised of
. An intruder accessing the information at any other time encounters noisy data.
Gaussian states have been widely used for continuous variable quantum information processing (see [
2] for a review). Experimental examples include teleporting a single coherent state [
3] and investigating transmitted states of light represented by a mixture of two coherent states [
4,
5]. Theoretically, a superposition of Gaussian states has been used to represent states of a two-dimensional code space [
6]. Another application of Gaussian states employs a superposition of two substantially non-overlapping coherent or squeezed states as the computational basis to represent a qubit [
7,
8,
9]. Because of the small overlap, this superposition is prone to decoherence, a bane of information processing. Error correction codes for continuous variables have been developed to reduce the deleterious noise effects [
2,
4,
5,
6,
10,
11]. Here, we abandon superpositions of Gaussians and instead utilize a single squeezed state to represent a qubit, reversing decoherence with an impurity filter. We encode information using the phase space position of the state, as in quantum key distribution protocols [
2] that use coherent [
12] or squeezed states [
13,
14]. The application of the impurity filter amounts to performing a Wigner function deconvolution, which is in line with the general use of deconvolutions to eliminate noise, such as instrumental quantum noise [
15,
16]. In quantum homodyne tomography, for example, deconvolutions have been used to reconstruct Wigner functions from noisy data [
17].
2. Review of Quadratic Dissipative Equations
As our testing ground for handling quantum noise, we will utilize general quadratic dissipative equations (QDEs), describing the evolution of an oscillator subject to fluctuations and dissipation. QDEs are a class of master equations with time dependent coefficients, also known as non-autonomous equations. In this section, we will briefly review such equations and mention a few well-known master equations that are examples of QDEs. Some lessons from these examples will also guide us when we attempt to eliminate noise in general QDEs. The reader interested in more details of QDEs can consult Reference [
18].
A QDE is the following equation governing the evolution of the density operator,
:
where the system Hamiltonian is given by
, with
,
,
,
and
being real functions,
being a complex function,
and
. As motivation for studying QDEs, we note that most one-dimensional quantum master equations describing harmonic motion in the literature, both exact and approximate, are of this form. For example, a subset of QDEs that are identified with Brownian motion has been solved exactly as a Wigner function convolution [
19,
20,
21]. Another well known, autonomous example of a QDE, is the rotating wave optical master equation for an oscillator, which, when written as it usually is in terms of lowering and raising operators, is given in the interaction picture by (see, e.g., [
22] and references therein)
where
is a measure of the coupling strength between the oscillator and its environment, and
is the average number of oscillator quanta in a state of thermal equilibrium.
Although Equation (2) is one of the simplest QDEs, certain features of this equation foreshadow our approach for reducing quantum noise in more general cases. While at all temperatures the pure states that maximize the initial rate of change of the purity
predicted by Equation (2) are the ordinary coherent states [
23,
24], it is only at absolute zero, when
and the
term disappears, that these coherent states—and only these states—remain pure as they evolve [
24]. The key to this result is that at absolute zero, only one dissipative operator of the form
remains in Equation (2), an idea that we will use below when investigating more general QDEs.
With the goal of determining when states can remain pure, Hasse has examined other autonomous master equations [
25]. In this last reference, non-linear Schrodinger equations that describe the evolution of the corresponding wave function were formulated.
These examples of decoherence-free evolution motivate us to inquire about similar behaviour in more general, non-autonomous QDEs. We will see that in the general case, we have to content ourselves with less. In particular, while it is not generally possible for a coherent state to remain coherent for all times, below we will show that by making use of a deconvolution, we can ensure that a squeezed state evolves to another squeezed state at a privileged time.
Before leaving this section, we will provide the solution of Equation (1) that we will need for our work below. In operator form, Equation (1) has the solution
, where the propagator
is given by [
18]
where
satisfies
with initial condition
, and where the coefficients in the preceding exponent are solutions to the following inhomogeneous system of differential equations:
with
, and initial conditions
. Not all
and
give rise to physical solutions; to ensure that
is normalized, Hermitian and positive, we shall assume that these coefficients yield
,
,
and positive dissipation,
, for
[
18].
3. Noise Reduction in Quantum Dissipative Equations
A state evolving under a generic QDE loses coherence as pure states map to mixed states. Preferred states that minimize entropy production have been investigated for some master Equations [
26,
27]. Better, we show that under a simple transformation, which we dub the deconvolution picture (DP), we can eliminate decoherence altogether: for any QDE, there exists a pair of time-dependent generalized lowering operators,
and
, obeying commutation relations
and having squeezed eigenstates and complex eigenvalues satisfying
and
such that every eigenstate of
evolves after an arbitrary but fixed time
to an eigenstate of
in the DP. Above and throughout this paper, we use Dirac ket notation
to represent a state vector
. In addition to obeying the foregoing commutation relation, generalized lowering and raising operators are linear combinations, with complex coefficients, of the usual lowering and raising (or position and momentum) operators, and have been extensively studied in the literature [
28].
In one example, the DP (denoted by a superscript
D) is defined by
where
is a density operator obeying a QDE, and
is a non-negative
c-function with initial condition
to be specified below (we will see that more generally, the DP may be defined via a real, linear combination of
and
). The operator
corresponds to the aforementioned impurity filter converting states that are not pure to squeezed states that are, but only at a privileged time
, which can act as a key for secure communication.
If there were a time when would vanish, the deconvolution and Schrodinger pictures would coincide and, like in Equation (2) at absolute zero, only one dissipative operator, , would come into play.
For a generic QDE, is typically not zero for . Nevertheless, although may not vanish, we can propagate wave functions instead of density operators in the DP, as with Hasse’s non-linear Schrodinger equation. Assuming that the initial state is , we will see below that the usual Schrodinger picture may be obtained at via . When we compare this expression with Equation (7), we see that ; i.e., under any QDE, we can find a time and generalized lowering operators and , such that to within a global phase factor, the initial pure state evolves after to another pure state in the DP. Having described in general terms the role of the operators and , we now characterize them in more detail.
The generalized lowering operator
[
29] is defined by
where
and
are any non-negative functions that at
vanish and at later times satisfy
,
and
, and where
This generalized lowering operator satisfies the eigenvalue Equation (6). The propagator given by Equation (3) can be factored (see [
18] for a related factorization) so that the only operator appearing in the non-Hamiltonian part in the DP is
:
where the DP is defined by
The operator
is the general form of the impurity filter. Because of the freedom in choosing
and
, the factorization (10) is not unique. In Equation (7), we chose the impurity filter
corresponding to
and
. The generalized lowering operator
is generally defined by
and satisfies the eigenvalue Equation (5). Letting the initial state be
, where
is an arbitrary but fixed time and
is variable, and using the general formula
for
and
any generalized lowering operator, we obtain at time
With this evolution, we can associate an operator
that propagates kets,
, defined by
For any QDE, the density operator corresponding to the state , with variable, evolves in the DP to the density operator corresponding to the state .
4. An Example Using the Wehrl Entropy
To further elucidate our work and characterize the privileged time
, we employ the Wehrl entropy of a density operator
, denoted by
. The quasiclassical quantity
was introduced by Wehrl [
30], and is defined according to
where
are the well-known coherent eigenstates of the lowering operator
, which in connection with a harmonic oscillator of mass
m and frequency
are given in the position representation by
with
and
real, and
. In the rest of this section, we will set
. Given the von Neuman entropy
, where Boltzmann’s constant has been set to unity, we have the following two inequalities, the first of which was proven in [
30], and the second conjectured in [
30] and proven by Lieb [
31]:
and
where this last expression becomes an equality if
.
We investigate a simple example, in which
is time independent and given by
where
is the usual lowering operator. We note that the operator
has coherent eigenstates
with eigenvalue
. Thus,
. Comparing to Equation (8), this implies
,
and
Using these special values in Equation (10) and noting that
, the density operator in the DP becomes
The squeezed state
is an eigenstate of the generalized lowering operator
with eigenvalue
. Because
, we have
(see Yuen [
28]). These relations imply that
and
.
The foregoing relations impose restrictions on the QDE that is supposed to yield solution (24) and it is helpful to summarize what these are. Our initial time is taken to be zero and the privileged time satisfies . We choose the Hamiltonian variables , and such that and . Next, we choose , and such that , and for . We finally choose and .
It is useful to introduce a parameter
into Equation (24), which parameter we will later set equal to unity, so that
Differentiating with respect to
yields the differential equation
with a squeezed state “initial condition”
Conveniently, a solution of Equation (28) with an initial squeezed state has been computed in the literature [
32]. That solution, applied to our particular values, is
where
and
We can use Equation (30) in the definition of the entropy (16), and consult a table of multivariate Gaussian integrals to compute the Wehrl entropy of the density operator in the DP. The parameter
was introduced merely as an aid for computation, and we ultimately set it to unity to obtain
where we note that for the subset of squeezed states characterized by one squeezing parameter, this last Wehrl entropy appears in Reference [
33].
As a check of our work, we note that when we take the noise free case with
, the system evolves as a time dependent squeezed state. In such a case, Equation (34) predicts a value for the Wehrl entropy of
, which agrees with the value for a squeezed state found in the literature [
34]. For the physically reasonable choice of positive dissipation, for which
for
, we see that
is greater than its minimum value of unity unless
. Because
, the Wehrl entropy at the privileged time
is unity and
is then a coherent state that may be found with the help of Equation (13):
This result is consistent with the observation in Reference [
24] that for the rotating wave optical master equation (Equation (2)) at absolute zero, a coherent state remains a coherent state.
To sum up, for the example treated in this section in the DP, we start off at time in a squeezed eigenstate of the operator , and after a time , we end up in the coherent state given by Equation (36).
If we take the Wehrl entropy as a measure of noise, we can provide a rough estimate of the time interval during which the noise will be less than some tolerance. In other words, we seek an interval
so that
. For small
, we can Taylor expand
as a function of time about
. Assuming
is sufficiently smooth with a minimum at
so that
, we have to go out to fourth order before we find a non-vanishing term. Ignoring higher order terms, we find
, whence we obtain
The time ultimately depends on some of the parameters of the underlying QDE through the dependence of on the difference , via , and the dependence of on the Hamiltonian parameters , and , via .
5. Coherent Processing of a Qubit
A qubit, approximated as a superposition of substantially non-overlapping coherent states, is prone to decoherence. Thus, we avoid such a superposition and instead represent a qubit by a single squeezed state whose position in phase space encodes information. The impurity filter enables processing without decoherence. In the following formalism, unitary operators that keep the set of squeezed coherent states invariant are candidates for single qubit gates.
We adopt the observable
, noting that similar projectors arise in the study of insufficiently selective measurements [
35] and homodyne detection [
36]. The observable has two eigenvalues 0 and 1, each having an uncountably infinite degree of degeneracy. Given a squeezed state
, we next define
and
. According to convention [
1], a qubit
is a vector in a two-dimensional state space that is given by
where the kets
and
, constituting an orthonormal basis, are fixed and the coefficients, satisfying the normalization condition
, are otherwise variable. We may alternatively represent a qubit by a squeezed state
, which can be decomposed as
where now, opposite to the conventional formalism, the last two kets can vary by changing
and the coefficients are fixed to unity.
States differing by only a global phase factor are assumed to be equivalent. Therefore, only two parameters,
and
, are needed to specify
and
, which then fix the qubit
[
1]. We may parametrize the qubit, as follows:
where
is the complementary error function. For fixed variances and to within a global phase factor, a squeezed state is in one-to-one correspondence with its two first moments,
and
. Thus, with the help of the equations
and
where
and
are variances of this state, we can uniquely map a squeezed state
(or, if the variances are held fixed, its first two moments) to a qubit
. The probability of measuring a result of 0 or 1 for the qubit
is
and
, respectively. These are the same probabilities,
and
, that a measurement of the observable
would yield the eigenvalues 0 or 1 in the state
, which explains why we chose the foregoing parametrization for the qubit.
In view of this correspondence between squeezed states and qubits, the
(or
NOT),
and
gates [
1] may be implemented with the operators
,
and
, respectively, where
is the parity operator defined by
[
35], and
is the translation operator that is given by
, where
and
are real parameters. This is consistent with the observation that
and
, related by
, yield the same qubits to within a global phase factor.
With the aid of an impurity filter, it is possible to perform coherent quantum computation on single qubits evolving under a QDE. Let us look at the following quantum circuit for the
NOT gate as an illustrative example:
This circuit may be implemented with QDE dynamics as follows:
After choosing a time , we prime the input state to . Next, we let QDE dynamics run for . We then apply the impurity filter and finally the parity operator to invoke the NOT gate. The result is the state .
Turning to two qubits, we may take the tensor product of two squeezed states,
, as the fiducial input. However, because gates for multiple qubits generally convert product states to correlated states, we must admit entangled states into the formalism. A
CNOT gate [
1,
10] serves as an example. Conventionally, this gate may be written as
where
, with
or 1. Similarly, in the above formalism where the parity operator corresponds to the
gate, we can represent the
CNOT gate, as follows:
For example, taking as input the state
and making use of the standard expression for a squeezed state [
28] yields the following output in the position representation:
where
is the unit step function and
.
6. Discussion
It is tempting to think of the impurity filter given by Equation (7) as the inverse of
, but this would be strictly incorrect because
is not defined for all density operators
(recall that
). For example, for certain bone fide
, the operator
may not be positive. Worse,
may not even exist. To see this, formally express
in the Wigner representation:
where
is the Wigner function corresponding to
[
37]. For the state
, for instance, we require that
for the last integral to exist. More insight can be gained by looking at
. This is a Gaussian convolution in the position variable, which explains our choice of the phrase “deconvolution picture” when applying the operator
.
Unlike a typical propagator corresponding to Hasse’s non-linear Schrodinger equation, the wave-function propagator of Equation (15) does not describe the evolution of the related master equation for all times and initial states. Rather, for any arbitrary but fixed time , and for any QDE, we have seen that there is a squeezed state basis that, in the DP, evolves after the time to another squeezed state basis according to this last propagator; before or after such time, the states need not be pure.
Quantum communication is hampered by a no-go theorem of Niset et al.: Gaussian operations cannot shield states from errors when these states and errors are also Gaussian [
38]. A lot of work in the literature directed to correcting errors arising from quantum noise makes use of redundancy of states. In contrast, the work herein exploits a unique factorization of the propagator, followed by a deconvolution that leaves squeezed states coherent and accessible to quantum processing. A significance of this approach is that quantum noise is attenuated without having to increase the dimensions of the system under study, albeit at the expense of having to perform a deconvolution at a privileged time
. This limitation could be used advantageously for secure information transfer. An eavesdropper applying an impurity filter at an arbitrary time will not generally recover a pure state except in the unlikely event that he or she happens to apply the filter at precisely
. An authorized person would be apprised of this time, and therefore could recover such a state.