Experimental verification of bound and multiparticle entanglement with the randomized measurement toolbox
Abstract
In recent years, analysis methods for quantum states based on randomized measurements have been investigated extensively. Still, in the experimental implementations these methods were typically used for characterizing strongly entangled states and not to analyze the different families of multiparticle or weakly entangled states. In this work, we experimentally prepare various entangled states with path-polarization hyper-entangled photon pairs, and study their entanglement properties using the full toolbox of randomized measurements. First, we successfully characterize the correlations of a series of GHZ-W mixed states using the second moments of the random outcomes, and demonstrate the advantages of this method by comparing it with the well-known three-tangle and squared concurrence. Second, we generate bound entangled chessboard states of two three-dimensional systems and verify their weak entanglement with a criterion derived from moments of randomized measurements.
I Introduction
Quantum entanglement is one of the most prominent non-classical features of quantum mechanics and often viewed as a resource in quantum information processing [1]. Its generation and characterization is of growing interest from both practical and fundamental perspectives. While deciding whether a given quantum state is entangled or not is in general a hard task [2], many experimentally feasible schemes exist that verify entanglement in some states.
A prominent example for such schemes are entanglement witnesses, which allow for rather simple detection of entanglement using few measurements, whereas other schemes detect non-locality by evaluating some Bell-type inequalities [3]. On the experimental side, numerous entangled states have been generated and multi-qubit entanglement [4, 5], high-dimensional entanglement of two particles [6, 7, 8], and also bound entanglement [9, 10, 11, 12, 13] has been characterized.
When applying the standard criteria in a practical experiment, however, one always needs to align the local measurement settings strictly or to make some assumptions on the target state to prepare, e.g., by tailoring a witness specifically for states close to some fixed target state. To remedy this, several schemes based on the moments of randomized correlations have been proposed [14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27]. They provide an efficient way to characterize multi-particle correlations in states without prior knowledge about the state, nor any alignment of measurement directions. Recently, it has been shown that this approach also allows for the detection of bound entanglement [18].
In this paper, we implement in a photonic setup the randomized measurement scheme to detect entanglement in mixtures of three-qubit GHZ and W-states using second moments of the random outcomes. Furthermore, we prepare bound entangled chessboard states of two qutrits and show their entanglement by evaluating an entanglement criterion which is based on the second and fourth moment of a randomized measurement outcome, without implementing the random unitaries explicitly. This demonstrates that the criterion from Ref. [18] is indeed strong enough to capture this weak form of entanglement, even in the presence of noise and experimental imperfections. Our implementation combines the photon’s polarization and path degrees of freedom to generate precisely controlled high-dimensional states and demonstrates the versatility and efficiency of the randomized measurement approach.
II Theory
In the randomized measurement scheme [14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27], a subset of the parties of an -partite quantum state of fixed local dimension is measuring some fixed, local observables in random directions. The moments of the distribution of measurement results can be written as
(1) |
where the denote the local observables, and whenever . The integrals are evaluated over the Haar measure of the unitary group . In case of qubit systems, one usually chooses for , in which case the second moments () are related to the purities of the reduced states of . The sum of second moments for all subsets of size is proportional to what is known as the -sector length of the state [28, 29, 30, 31, 32, 33]. In particular, for three qubits the sector lengths are given by
(2) | ||||
(3) | ||||
(4) |
Decomposing in terms of the local Pauli basis , yields
(5) |
and allows to express the sector lengths in terms of the coefficients as follows: , , and .
In terms of the sector lengths, several entanglement criteria exist that detect certain entangled states. To proceed, let us recall that a three-particle state is called biseparable for a partition if where the positive coefficients form a probability distribution. Similarly, the biseparable states and can be defined. Moreover, we can consider the mixture of biseparable states for all partitions as
(6) |
where are probabilities. A quantum state is called genuinely multipartite entangled (GME) if it cannot be written in the form of .
For three-qubit states, if , the state must be GME (the maximal value being for the GHZ state ). A stronger version exists, which states that if
(7) |
the state cannot be biseparable w.r.t. any fixed partition, and strong numerical evidence exists that in that case, even GME states must be present [18]. In this paper, we aim to detect entanglement in a mixture of a GHZ and a W state, given by
(8) |
where denotes the amount of mixing and .
The family of states exhibits some interesting properties. First, it is supported in the symmetric subspace. This implies that , where is the flip (swap) operator acting on the subsystems . It is known that if a state lives in the symmetric subspace, it is either fully separable or GME [34, 35, 36, 37, 38]. However, the experimentally generated version of the state cannot be assumed to have the symmetry due to experimental imperfections. Accordingly, the generated state can become biseparable, thus, we employ the criterion in Eq. (7) to detect its entanglement. We stress again that the criterion in Eq. (7) has been conjectured to imply the presence of GME from numerical evidence, but its analytical proof has not yet been provided [18]. That is, even if the criterion Eq. (7) is verified experimentally, the state may be entangled for any fixed partition, but it can be a mixture of at least three biseparable states for different bipartitions.
Second, when the parameter is outside the region of , the criterion in Eq. (7) is satisfied. This parameter region is very close to other well-known regions using two other entanglement measures [39, 40]. On the one hand, the three-tangle vanishes for , where measures residual (three-partite) entanglement that cannot be expressed as two-body entanglement [41]. Note that the GHZ state maximizes the three-tangle, while it vanishes for the W state. On the other hand, the sum of squared concurrences vanishes for , where the concurrence measures bipartite entanglement in the reduced state between the parties and [42]. Hence, we can conclude that the criterion in Eq. (7) can detect the multi-partite entanglement of even in regions where the three-tangle and the concurrence vanish, if the parameter satisfies or .
In contrast to qubit systems, the second moments of higher-dimensional states are not automatically related to sector lengths. In fact, the choice of the local observables influences which local unitary invariants can be extracted from the moments [22]. Let us expand a bipartite quantum state of dimension in terms of some local, hermitian operator basis with , , such as the Gell-Mann basis [43, 44, 45]. Then
(9) |
is called the generalized Bloch decomposition of , where the matrix is known as the correlation matrix of . For this matrix, many entanglement criteria exist, most notably the de Vicente criterion [46], stating that for separable states, . While the left-hand side is not directly accessible from the moments of randomized measurements, it is possible to obtain related quantities by carefully choosing the observables as detailed in Ref. [21], such that
(10) | ||||
For example, for , . The combined knowledge of these two quantities allows to detect entanglement, whenever it is incompatible with the de Vicente criterion, i.e., if the measured value of is below the minimum given by
(11) | ||||
Note that this lower bound can also be calculated analytically [21]. Interestingly, there exist states which have a positive partial transpose, but can be detected to be entangled by these two moments, implying bound entanglement. A -dimensional state from the chessboard family of bound entangled states described in Ref. [47] (also see Appendix C2 in [18]) has been identified to violate it extremely, which makes it a good candidate to prepare and detect its entanglement experimentally. It is given by
(12) |
where is a normalization factor and
(13) |
III Experimental setup

We proceed with a description of the experimental implementation. The GHZ-W mixed states are prepared by resorting to the states entangled in polarization degree of freedom (d.o.f.) and path d.o.f. of the photon (that is, hyper-entangled) and with methods similar to the ones in Refs. [48, 49]. More detailed information about the state preparation of this family of states is given in Appendix A.
When preparing the bound entangled chessboard state, it is important to ensure that all its eigenvalues remain non-negative under partial transposition. However, the chessboard state is not of full rank. Affected by the imperfections of the experiment, slightly negative eigenvalues of the partial transposition are likely to appear. A more robust way is to prepare the state with a level of white noise [10],
(14) |
First, let us briefly review the state preparation procedure. As depicted in Fig. 1, we generate polarization entangled ( entangled) photon pairs through a spontaneous parametric down-conversion (SPDC) process. Subsequently, we expand the dimensionality of the system by introducing the path modes and . This will results in three modes: , , and , where represents a horizontally polarized photon occupying path , and so on. Finally, specific operations are applied to the system to steer the state to the target ones.
Specifically, a Half-Wave Plate (HWP) H1 with the optic axis placed at is used to rotate a 390 nm horizontally polarized pump laser (with an 80 MHz repetition rate and a 140-fs pulse duration) to state , where and represent the horizontal and the vertical polarization, respectively. The pump photon is then split into two photons after pumping two crossed-axis type-I -Barium Borate (BBO) crystals in the SPDC process, transforming the state into . By passing through the Beam Displacers (BDs) BD1 and BD2, the down-converted photons’ () components are directed to path (). And for path mode , we have the mode labeled as and . By re-encoding , , and , we obtain the hyper-entangled state .
It is worth noting that all the four states in Eq. (12) can be generated by performing local operations on the state ,
(15) |
where
(16) | ||||
For the states and , it also works by applying the unitary , and , respectively, and then exchanging the labels for the two detectors D1 and D2. Therefore, through performing the operator or on one photon of a pair and the operator or on the other photon simultaneously, the state will be transformed to each of the four states . The switches between these operators are implemented by the motorized rotating HWPs and Quarter-Wave Plates (QWPs), which are controlled by the pseudo-random numbers generated from a classical computer. Two adjustable LED lights are placed before the detectors to introduce the different levels of white noise into the system.
In the measurement part, a QWP and an HWP located at path are used to analyze the correlations between basis elements and , and now the afterward BD works as a Polarization Beam Splitter (PBS). When measuring the superposition of basis elements and , as well as and , we first convert the path d.o.f. to the polarization d.o.f. via the wave plates and BDs, and then analyze with the combination of the QWP and the HWP. Detailed settings of the wave plates for standard quantum state tomography are given in Tab. 1 of Appendix B. For each measurement basis, we randomly change the photon states to every one of the four states . The two-photon coincidence counts are recorded per 10 s.
When it comes to measuring the randomized correlations, as elaborated in the theoretical framework, two distinct approaches are considered. The first one involves conducting local randomized measurements, while the second entails the direct application of Pauli operators or Gell-Mann matrices. In this study, we thoroughly examine and contrast these two methodologies for three-qubit states, utilizing a LabVIEW program to facilitate the automation of numerous measurements. Further details regarding the randomized measurement techniques can be found in the Appendix C. For the bound entangled states, we opt to directly measure the 81 combinations of Gell-Mann matrices to avoid the systematic errors that may emerge from the construction of random unitaries.
IV Results
IV.1 Results for the GHZ-W mixed states

In our experiment, a set of GHZ-W mixed states with step size is prepared. For each state, measurements in randomized directions are performed, and for each measurement, about copies of the state are detected. The entanglement criterion of Eq. (7) is calculated from the randomized measurement data with the error bars obtained by repeating the whole process ten times. From the results in Fig. 2(a), we see that for and , the criterion in Eq. (7) is violated, while the criterion is not. Clearly, Eq. (7) improves the previous one.
Note that the sector length can also be expressed in terms of the coefficients , and then compared with the randomized measurements. Resorting to the standard quantum state tomography process, we obtain the density matrix of the GHZ state and W state , respectively. The values of the criterion of Eq. (7) are calculated from the state and plotted as the dashed red lines in Fig. 2(a) and (b). In contrast, for the ideal states, we have , and the theoretical values of the criteria are shown as the solid red lines in Fig. 2.
We see that the results deduced from randomized measurements and from the coefficients are approximately identical, providing evidence for the correct implementation of the randomized measurements. In the region and , where the criterion fails, we detect genuinely multi-partite entanglement. Furthermore, from Fig. 2(b), we see that our criterion still works for in the violet color region where the states have no three-tangle and also for in the light salmon region where they exhibit no squared concurrence.
IV.2 Results for the chessboard state
The experimentally prepared chessboard state is reconstructed using the maximum-likelihood algorithm. Due to imperfections, when no white noise is added, the minimal eigenvalues of the partially transposed (PT) density matrix is , such that state is not PPT and probably not bound entangled. To remove these negative eigenvalues, we introduce different levels of white noise between and in the experiment, and plot the minimum PT eigenvalue and the violation of the entanglement criterion in Eq. (11) in Fig. 3. In particular, for the state with noise level , the minimum PT eigenvalue equals and the fidelity between the experimentally prepared state and the the noisy chessboard state is given by .

Next, we show that the state is entangled by using the tool of the second and fourth moments. For the state under consideration at , the second moment is given by , and the fourth moment by , while for separable states, the lower bound on the fourth moment is given by for when performing the optimization program in Eq. (11). We see that the experimental value is smaller than the lower bound and violates it with standard deviations. Therefore, we experimentally prepared a bound entangled state with the photonic platform and analyzed its entanglement property via the second and fourth moments successfully.
V Conclusion
We experimentally produced a variety of genuinely entangled photonic states consisting of entangled photon pairs amended with path degrees of freedom and characterized them using methods based on locally randomized measurements. First, we showed how to generate genuinely entangled states of three parties and verified them using entanglement criteria based only on the second moments of the randomized measurements. The latter enabled the verification of mulitpartite entanglement in regimes where well-known measures of multipartite entanglement, i.e., the three-tangle or the squared concurrence, are zero. Further on, we demonstrated the production of weakly bound entangled chessboard states of two qutrits and used entanglement criteria based on the second and fourth moments of the taken randomized measurements to analyze the produced states. As a result, bound entangled states with mixed-state fidelities beyond were successfully produced and verified.
Our work demonstrates the outstanding control of quantum states in photonic setups and presents an efficient way for preparing a low-rank bound entangled state. By incorporating appropriate white noise, the setup demonstrates increased robustness against transitioning into the free entangled region. Compared with several previous experiments, the precise control allowed us to directly verify bipartite bound entanglement in minimal case of a system, without resorting to the various forms of bound entanglement in higher dimensions or in multiparticle systems. This will facilitate further exploration of interesting entanglement effects in experiments.
Acknowledgements
We thank Xiao-Dong Yu for discussions. The work in USTC is supported by the National Natural Science Foundation of China (Nos. 11821404, 11734015, 62075208), the Fundamental Research Funds for the Central Universities (Nos. WK2030000061, YD2030002015), and the Innovation Program for Quantum Science and Technology (No. 2021ZD0301604). Y.Z. is support by the Major Key Project of PCL. S.I. and O.G. are supported by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation, project numbers 447948357 and 440958198), the Sino-German Center for Research Promotion (Project M-0294), the ERC (Consolidator Grant 683107/TempoQ), and the German Ministry of Education and Research (Project QuKuK, BMBF Grant No. 16KIS1618K). S.I. acknowledges the support from the DAAD. N.W. acknowledges support by the QuantERA project QuICHE via the German Ministry of Education and Research (BMBF Grant No. 16KIS1119K).
Appendix A Appendix A: Experimental details on the preparation of the GHZ-W mixed states

In our experiment, the GHZ-W mixed states are prepared using the setup shown in Fig. 4, and the switch between the GHZ state and W state is realized by engineering the polarization-entangled photon source (EPS), and the subsequent unitary transformations constituted by Beam Displacers (BDs) and the Half-Wave Plates (HWPs). First, for the GHZ state, a polarization-entangled state is generated through the type-I Spontaneous Parametric Down-Conversion (SPDC) process, and () in Fig. 4 represents the path (path ). Then, BD1 makes the vertically polarized part of the light passes through directly to path , while the horizontal component passes with a 4 mm deviation to path . That is to say, the BD1 performs as a CNOT gate with the polarizations as the controlled qubit and the path as the target qubit. When we set the angles of the half-wave plates H4H5 as and H6H7 as , we get . By encoding the () and () to the logic qubit and , we prepare the system into the three qubit GHZ state .
When it comes to the W state, the EPS is tuned to the state by rotating the polarization directions of the pump beam to and performs a bit flip operation on one of each paired photon generated in the SPDC process. Now the angle of H4 is placed at and the one of H5 at to transform the state to , and . With re-encoding, the W state is generated.
At last, various states are generated by randomly switching the settings of the setup to produce state or , with probabilities and , respectively.
In the measurement stage, the combination of a Quarter-Wave Plate (QWP), an HWP, and a Polarization Beam Splitter (PBS) enables the polarization state measurement in an arbitrary basis. Thus, the two polarization encoded qubits are analyzed with the devices boxed as parts (a) and (b), respectively. Here BD3 combined with H8 performs as a PBS with only one output port, so we must rotate Q2 and H2 twice to realize the projective measurements . The third qubit, i.e., the path qubit, is transformed to the polarization degree of freedom, and then analyzed by wave plates Q3, H3, and PBS2 in the boxed part (c).
To facilitate the massive randomized measurements, i.e., 40,000 sets for each state in our experiment, the QWPs Q1Q3 and HWPs H1H3 are all mounted in Motorized Rotation Mounts (Newport, CONEX-PR50CC). For each local measurement setting drawn uniformly at random, a classical computer inputs the corresponding settings of the QWP and HWP and controls the wave plates automatically rotated to the target angles to perform the measurement. This entire process is executed via a LabVIEW program.
Here the quality of the state depends heavily on the GHZ state and the W state, so we give the benchmarks of these two states through quantum state tomography. We estimate the fidelities of the experimentally prepared state and the ideal state are and for GHZ state and W state, respectively. The real parts of the experimentally prepared state are shown in Fig. 5. All fidelities of the GHZ-W mixed states shown as the dots in Fig. 2 are above , which shows the good performance of the setup. The error bars are of the size of about , which is obtained with Monte Carlo simulations by sampling the experimentally collected data.

Appendix B Appendix B: Quantum state tomography for the chessboard state
As the red points in Fig. 3 show, various noisy chessboard states are prepared to study their entanglement properties. Here, the level of white noise is estimated by comparing the total coincidence counts with the counts recorded when no white noise source is added, i.e., when the LED lights in Fig. 1 are turned off. For instance, if we record a total of photonic counts for state and for state with no added white noise, then is set to the value of .
To characterize the chessboard state that we prepared experimentally, we perform a standard quantum state tomography process, where the 81 vectors () are measured. The detailed forms of the kets are given by
(17) |
Each basis is realized with the settings in Tab. 1.
H4(H5) | Q3(Q4) | H6(H7) | Q5(Q6) | H8(H9) | |
---|---|---|---|---|---|
NR | 0 | 0 | |||
NR | NR | 0 | 0 | ||
NR | 0 | 0 | 0 | ||
0 | |||||
0 | |||||
0 | 0 | ||||
0 | 0 | ||||
NR | 0 | ||||
NR | 0 |
-
*
NR: No Restriction.
We get the fidelities , , , , , for states of , respectively. The error bars are estimated with Monte Carlo simulations by sampling the experimental data 100 times.

Appendix C Appendix C: Entanglement detection for three-qubit states with randomized measurements
In our work, we use the criterion based on the second moment,
(18) |
to study the entanglement property of the three-qubit state , where for and for .
As each observable is measured in the standard basis and , we will sort the detection outcomes into eight categories corresponding to the eight basis states , respectively. In every single trial, instead of preparing the state and then making measurements in the standard basis, we directly perform the measurements on the state in our experiment, where . These two ways are equivalent to each other.
For each choice of local unitaries, we prepare copies of the state to estimate the probability distributions of the outcomes, and a total of random unitaries are applied to form the average over local unitaries.
We note that given the observable we choose, there are only two possible outcomes for . We define the probability for each outcome as , which can be obtained by summing up the probabilities that correspond to the same measurement outcomes. As an example, consider the moment , then , , and , the outcomes assigned to the eight basis states are , respectively. We get the probabilities and , where represents the probability distribution for outcomes , and etc.
Next, we need to construct the unbiased estimator for . For independent trials, we get the unbiased estimator so that , where are the number of events with measurement outcome . Also, we can find the unbiased estimators and such that and :
(19) | |||
(20) |
We get the unbiased estimator for via
(21) |
For each of the local unitaries and the observable , we have
(22) |
After averaging over all the randomly chosen local unitaries, we get the estimate of the moments as
(23) |
Finally, we combine the second estimates for the same size to get the sector length of the state and plug it into the criterion to perform the entanglement analysis.
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