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Build intuition for qubits, the Bloch sphere, density matrices, and the partial trace. Based on Nielsen & Chuang \u00a71.2, \u00a71.3, and \u00a72.4.
A classical bit is the simplest unit of information: it is either or . A qubit (quantum bit) is a two-level quantum system, and its state is described by a vector in a two-dimensional complex Hilbert space.
The general state of a qubit can be written as a superposition of the computational basis states and :
General single-qubit state in the computational basis
Because the global phase is irrelevant and the norm is fixed, a single qubit has only two real degrees of freedom. These can be parameterized by two angles, and , giving the Bloch sphere representation.
Every pure state of a single qubit corresponds to a unique point on the surface of the unit sphere. The north pole represents , the south pole represents , and the equator contains equal superpositions.
Equation of the Bloch sphere in Cartesian coordinates
Bloch sphere parameterization of a pure qubit state
When a quantum system is in a definite state , we call it a pure state. The density matrix (or density operator) provides a unified way to describe both pure and mixed states.
For a pure state, the density matrix is . For a mixed state, the system is in a probabilistic mixture of pure states, and the density matrix becomes a convex combination.
Density matrix for a pure state
Density matrix for a mixed state
Any single-qubit density matrix can be written in terms of the Pauli matrices and the Bloch vector . This provides a direct geometric interpretation: pure states live on the surface of the Bloch sphere, while mixed states live in the interior.
The length of the Bloch vector quantifies the purity of the state. A maximally mixed state sits at the origin and carries no directional information.
Single-qubit density matrix in terms of the Bloch vector
When dealing with composite systems, we often need to describe the state of a subsystem alone. The partial trace is the operation that removes degrees of freedom of one subsystem to yield the reduced density matrix of the other.
Consider a bipartite system in a state . The reduced density matrix for subsystem is obtained by tracing out subsystem : .
Definition of the partial trace over subsystem
Tracing out one qubit of a Bell state gives the maximally mixed state
Qubits are not just mathematical abstractions; they are realized experimentally using a variety of two-level quantum systems. Each platform has its own trade-offs in coherence time, gate fidelity, and scalability.
While a deep discussion of hardware is beyond this module, it is useful to know the leading candidates and what physical degrees of freedom encode the and states.
Papers:
Michael A. Nielsen and Isaac L. Chuang, Quantum Computation and Quantum Information, Section 1.2
Michael A. Nielsen and Isaac L. Chuang, Quantum Computation and Quantum Information, Section 1.3
Michael A. Nielsen and Isaac L. Chuang, Quantum Computation and Quantum Information, Section 2.4
1. A qubit is in the state . What is the probability of measuring the qubit in the state ?
2. Which of the following Bloch vectors corresponds to a pure state?
3. Consider the Bell state . If you trace out the second qubit, what is the resulting reduced density matrix ?
4. Why is the global phase of a quantum state considered physically irrelevant?
5. For a pure state, which property of the density matrix must hold?