What roles do the message source and encoder have in Shannon’s communication model?

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In Claude Shannon’s communication model, the message source and the encoder serve distinct, foundational roles in the transmission of information:

The Message Source

The message source is the entity responsible for the original creation of a message. While this is often a human, the model’s abstract nature allows the source to be an animal, a computer, or any other inanimate object.1

The Encoder

The encoder acts as the bridge between the abstract message and the physical world. Its primary role is to convert the message into the specific physical signals that can be transmitted across a channel.1

In broader telecommunications applications, encoding is further specialized:
* Source encoding aims to remove redundant data from a signal.2
* Channel encoding intentionally adds redundancy to the signal, allowing the receiver to detect or correct errors caused by noise during transmission.2

By focusing on these components, Shannon’s theory prioritizes the accurate and efficient transmission of signals, intentionally setting aside the semantic meaning of the messages themselves.1