Connections between information theory and thermodynamics have proven to be very useful to establish bounding limits for physical processes. Ideas such as Landauer's erasure principle and information assisted work extraction have greatly contributed not only to enlarge our understanding about the fundamental limits imposed by nature, but also to enlighten the path for practical implementations of information processing devices. The intricate information-thermodynamics relation also entails a fundamental limit on parameter estimation, establishing a thermodynamic cost for information acquisition. We show that the amount of information that can be encoded in a physical system by means of a unitary process is limited by the dissipated work during the implementation of the process. This includes a thermodynamic trade-off for information acquisition. Likewise, the information acquisition process is ultimately limited by the second law of thermodynamics. This trade-off for information acquisition may find applications in several areas of knowledge.PACS numbers: 03.65.Ta Information theory first met thermodynamics when Maxwell introduced his famous Demon [1]. This relation became clear with Brillouin's treatment of the information entropy (due to Shannon) and the thermodynamic entropy (due to Boltzmann) on the same footing [2]. Many advances linking these two apparently distinct areas have been achieved since then, with one of the most remarkable being ascribed to Landauer's erasure principle [3]. This principle, introduced as an effectively way to exorcize Maxwell's Demon, states that erasure of information is a logically irreversible process that must dissipate energy. More recently, developments in this directions include theoretical and experimental investigations of Landauer's principle and its consequences [4, 5], work extraction by feedback control of microscopic systems [6][7][8][9][10], and links between the second law of thermodynamics and two fundamental quantum mechanical principles, i.e., the wave-function collapse [11] and the uncertainty relation [12]. Here, we introduce a thermodynamic trade-off for information acquisition, which relates the uncertainty of the information acquired in a parameter estimation process with the dissipated work by the encoding process. This trade-off relation is obtained by a formal connection between an elusive quantity from estimation theory, named Fisher information [2, 5,13,14], and the Jarzynski equality [17]. * kaonan.bueno@ufabc.edu.br † serra@ufabc.edu.br ‡ lucas@chibebe.org
I. RESULTSNatural sciences are based on experimental and phenomenological facts. Parameter estimation protocols have a central role to the observation of new phenomena or to validate some theoretical prediction. Suppose, we want to determine the value of some parameter, let us say ϕ. This task can be accomplished, generally, by employing a probe, ρ T . We will assume that the probe state is initially in thermal equilibrium at absolute temperature T , so ρ T is the canonical equilibrium (Gibbs)...