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Measurement of Information of a Discrete Source and Channel Capacity 2.1. Introduction and definitions
ОглавлениеThe purpose of a message is to provide information to a recipient. Information, like energy, for that matter, is a fundamental notion, which is part of our daily life. It can be transported (transmitted), stored (memorized) and transformed (processed).
The value of information lies in the surprise effect it causes; it is all the more interesting because it is less predictable. As a result, information is assimilated to an event of a random nature, considered, in the following, as a random variable.
The measure of the information is then given by measuring the uncertainty of an event system, that is to say, the random choice of an event in a set of possible and distinct events.
We will use the terms message or sequence to indicate any finite sequence of symbols taken in an alphabet A = { } of a discrete source: a finite set of predetermined symbols, for example:
We will use the term discrete source of information Sn to indicate the system selecting, from the set of symbols from As = S, the symbols to transmit:
The choice of sm,n is carried out according to a given probability law, which can be steady temporally or variable over time.