Title :
On a unifying noise-velocity relationship and information transmission in human-machine systems
Author :
Chan, Richmond B. ; Childress, Dudley S.
Author_Institution :
Prosthetics Lab., Northwestern Univ. Med. Sch., Chicago, IL, USA
Abstract :
A fundamental relationship is presented that relates the variance of the human-machine noise to the mean-square velocity of the human-machine output. This noise-velocity relationship: links McRuer´s crossover model, Fitts´ Law, and Elkind´s human-machine model, and shows that these models are consequences of a fundamental human-machine behavior property; it also shows that the velocity and accuracy of the human-machine movement are inversely related. Theoretical results are then presented concerning information transmission rates in human pursuit tracking using position control. These results derive from the noise-velocity relationship the authors have developed. Good agreement is noted between the theoretical equations for information transmission rate and the empirical results of several investigators
Keywords :
information theory; man-machine systems; Elkind model; Fitts´ Law; McRuer´s crossover model; human pursuit tracking; human-machine systems; information transmission; man machine systems; noise-velocity relationship; Communication system control; Equations; Humans; Information analysis; Information rates; Information theory; Man machine systems; Performance analysis; Position control; Predictive models;
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on