Table of Contents
Choi State
Choi state is a canonical maximally entangled bipartite state used to represent a quantum channel. The Choi-Jamiolkowski correspondence maps quantum channels to density matrices, enabling process tomography, channel capacity analysis, and characterization of quantum operations via entangled state measurements.
Definition
For a quantum channel $\mathcal{E}: \mathcal{H}_A \to \mathcal{H}_B$ with input dimension $d_A$ and output dimension $d_B$, the Choi state is:
$$\rho_{\text{Choi}} = (\mathcal{I}_A \otimes \mathcal{E}_B)(|\Phi_d\rangle\langle\Phi_d|)$$
where $|\Phi_d\rangle = \frac{1}{\sqrt{d}} \sum_{i=0}^{d-1} |i\rangle_A \otimes |i\rangle_B$ is the maximally entangled state in system A (reference), and $\mathcal{E}$ acts on system B.
The Choi matrix lives in $\mathcal{H}_B \otimes \mathcal{H}_A$ with dimension $d_B \times d_A$.
Bipartite Structure
The Choi state is entangled across two systems:
- Reference system A: carries information about input basis
- Output system B: records the channel's action
Subsystem A remains unentangled (identity operation applied); subsystem B receives the channel output. The Choi state contains complete information about the channel in its entanglement structure.
Choi-Jamiolkowski Isomorphism
The correspondence between channels and Choi states is one-to-one:
- Channel → Choi state: apply channel to half of maximally entangled state
- Choi state → Channel: partial trace and density matrix manipulation recovers channel properties
Key properties translate:
- Completely positive channel ↔ positive semidefinite Choi state
- Trace-preserving channel ↔ partial trace of Choi state is identity
- Unitary channel ↔ Choi state is pure and maximally entangled
Properties
- Density matrix representation: encodes channel superoperator as explicit quantum state
- Maximally entangled structure: equal superposition of all input-output pairs
- Complete characterization: single measurement protocol in Bell basis determines full channel
- Trace normalization: $\text{Tr}(\rho_{\text{Choi}}) = 1$ for trace-preserving channels
Quantum Process Tomography
Measure the Choi state to reconstruct the channel:
- Prepare Choi state (apply channel to half of Bell pair)
- Perform Bell measurement on output and reference systems
- Collect statistics over many trials (basis measurements)
- Reconstruct channel superoperator via classical post-processing
Requires $d^4$ measurement outcomes (for $d$-dimensional channel) and $O(d^4)$ trials for full tomography.
Applications
- Channel characterization: direct measurement reveals channel properties (depolarization rate, dephasing, amplitude damping)
- Error mitigation: Choi state analysis identifies dominant error channels in quantum processors
- Channel capacity: classical capacity and quantum capacity computed from Choi eigenvalues
- Approximate channels: comparing Choi states (via trace distance) quantifies channel similarity
- Fidelity benchmarking: Choi fidelity to ideal channel measures process fidelity
Advantages Over State Tomography
Unlike measuring individual qubit states, Choi-based process tomography:
- Requires only one entangled state preparation (not multiple input states)
- Directly reveals channel correlations and non-Markovian effects
- Enables simultaneous testing of all input-output pairs
- Provides single-measurement protocol (Bell basis) sufficient for full reconstruction
Relation to Other Entangled States
- Bell states: two-qubit Choi states for single-qubit channels
- Maximally entangled states: Choi construction starts from $|\Phi_d\rangle$
- Graph states: measurement-based characterization uses graph-structured entanglement similar to Choi structure
Experimental Implementation
Prepare Choi state and measure:
- Prepare reference qubit in standard state (e.g., $|0\rangle$)
- Prepare output qubit in superposition (e.g., via Hadamard)
- Entangle reference and output via controlled-unitary (creates $|\Phi_d\rangle$ entanglement)
- Apply channel $\mathcal{E}$ to output subsystem
- Perform Bell measurement (CNOT + Hadamard + measure in Z basis)
For multi-qubit channels ($n$-qubit input/output), Choi state is $2n$-qubit maximally entangled state; measurement requires $4^n$ outcomes.
Scalability
- Exponential growth: Choi state dimension $d_A \times d_B$ grows exponentially with system size
- Measurement overhead: full process tomography requires $O(d^4)$ shots
- Practical limit: beyond 2–3 qubits, classical Choi matrix storage becomes prohibitive
- Classical simulation: for small systems (1–2 qubits), Choi state is practical; for larger, selective measurements target specific channel properties
