Imaginary numbers extend the real number system by introducing a number 'i' defined as the square root of -1, allowing for the solution of equations that have no real solutions. They are essential in complex number theory, which has applications in engineering, physics, and applied mathematics, particularly in dealing with waveforms and oscillations.