The canonical ensemble is a statistical mechanics framework used to describe a system in thermal equilibrium with a heat reservoir at a fixed temperature, allowing energy exchange but keeping the number of particles and volume constant. It is characterized by the Boltzmann distribution, which provides the probabilities of the system's microstates based on their energies and the temperature of the reservoir.