Z-channel (information Theory) - Capacity

Capacity

The capacity of the Z-channel with the crossover 1 → 0 probability p, when the input random variable X is distributed according to the Bernoulli distribution with probability α for the occurrence of 0, is calculated as follows.

where is the binary entropy function.

The maximum is attained for

yielding the following value of as a function of p

For small p, the capacity is approximated by

as compared to the capacity of the binary symmetric channel with crossover probability p.

Read more about this topic:  Z-channel (information Theory)

Famous quotes containing the word capacity:

    Managing a tantrum involves nothing less than the formation of character. Even the parent’s capacity to cope well with conflict can improve with this experience. When a parent knows he is right and does not give in for the sake of temporary peace, everybody wins. The parent learns that denying some pleasure does not create a neurotic child and the child learns that she can survive momentary frustration.
    Alicia F. Lieberman (20th century)

    The capacity to give one’s attention to a sufferer is a very rare and difficult thing; it is almost a miracle; it is a miracle. Nearly all those who think they have this capacity do not possess it. Warmth of heart, impulsiveness, pity are not enough.
    Simone Weil (1909–1943)

    If the only new thing we have to offer is an improved version of the past, then today can only be inferior to yesterday. Hypnotised by images of the past, we risk losing all capacity for creative change.
    Robert Hewison (b. 1943)