Blackwell channel
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The Blackwell channel is a deterministic broadcast channel model used in coding theory and information theory. It was first proposed by mathematician David Blackwell. In this model, a transmitter transmits one of three symbols to two receivers. For two of the symbols, both receivers receive exactly what was sent; the third symbol, however, is received differently at each of the receivers. This is one of the simplest examples of a non-trivial capacity result for a non-stochastic channel.
[edit] Definition
The Blackwell channel is composed of one input (transmitter) and two outputs (receivers). The channel input is ternary (three symbols) and is selected from {0, 1, 2}. This symbol is broadcast to the receivers; that is, the transmitter sends one symbol simultaneously to both receivers. Each of the channel outputs is binary (two symbols), labeled {0, 1}.
Whenever a 0 is sent, both outputs receive a 0. Whenever a 1 is sent, both outputs receive a 1. When a 2 is sent, however, the first output is 0 and the second output is 1. Therefore, the symbol 2 is confused by each of the receivers in a different way.
The operation of the channel is memoryless and completely deterministic.
[edit] Capacity of the Blackwell channel
The capacity of the channel was found by S. I. Gel'fand. It is defined by the region:
- 1. R1 = 1, 0 ≤ R2 ≤ ½
- 2. R1 = H(a), R2 = 1 − a, for ⅓ ≤ a ≤ ½
- 3. R1 + R2 = log2 3, log2 3 - ⅔ ≤ R1 ≤ ⅔
- 4. R1 = 1 − a, R2 = H(a), for ⅓ ≤ a ≤ ½
- 5. 0 ≤ R1 ≤ ½, R2 = 1
[edit] References
- S. I. Gel'fand. "Capacity of one broadcast channel." Problemy Peredachi Informatsii (Problems in Information Transmission), Vol. 13(3), pp. 106-108, 1977.
- E. van der Meulen, "A survey of multi-way channels in information theory: 1961-1976." IEEE Trans. on Information Theory, Vol.23, Iss.1, Jan 1977, pp 1-37. (IEEExplore pdf)
