Linear regulators are electronic devices used to maintain a constant output voltage regardless of changes in input voltage or load conditions, making them essential for stable power supply in various electronic circuits. They are favored for their simplicity and low noise output, but are less efficient compared to switching regulators, especially in high-power applications.