Resources | Subject Notes | Computer Science
After data is transmitted, it's crucial to check for errors. Data transmission is susceptible to various problems like noise, interference, or hardware malfunctions, which can corrupt the original data. Error detection methods are used to identify if errors have occurred during transmission, allowing for retransmission or appropriate handling of the corrupted data.
Without error detection, corrupted data could lead to incorrect results, system failures, or security vulnerabilities. Error detection ensures data integrity.
Several techniques are employed to detect errors. Here's a breakdown of some common methods:
Parity bits are simple to implement but only detect an odd number of errors. If the number of errors is even, the parity bit will be correct, and the error will go undetected.
Parity Type | Description | Example |
---|---|---|
Even Parity | The parity bit is set to 1 if the number of 1s in the data byte is odd, and to 0 if the number of 1s is even. | Data: 101101. Number of 1s: 4 (even). Parity bit: 0. Data with parity: 1011010 |
Odd Parity | The parity bit is set to 1 if the number of 1s in the data byte is odd, and to 0 if the number of 1s is even. | Data: 101101. Number of 1s: 4 (even). Parity bit: 1. Data with parity: 1011011 |
A checksum is calculated by summing the data bytes (or a subset of them) and then taking the remainder after division by a specific number (the modulus). This remainder is the checksum. The receiver performs the same calculation and compares the calculated checksum with the received checksum.
CRC uses polynomial division to generate a CRC value. The sender divides the data by a predetermined generator polynomial. The remainder of this division is the CRC value, which is appended to the data. The receiver performs the same division and checks if the remainder matches the received CRC value. CRC is very effective at detecting common types of errors.
$$\text{CRC} = \text{Data} \div \text{Generator Polynomial}$$
The choice of error detection method depends on the application's requirements. Parity bits are suitable for simple applications where low overhead is important. Checksums offer a better balance of error detection capability and overhead. CRC is preferred for applications where high reliability is essential, such as data storage and network communications.