The need for high-performance arbitrary waveform generation is broad and spans a wide array of applications. The industry-leading AWG70000A Series arbitrary waveform generator (AWG) represents the cutting edge in performance, sample rate, signal fidelity, and waveform memory. The ability to create, generate, or replicate either ideal, distorted, or %22real-life%22 signals is essential in design, testing and operations of some of the world's most complex data communications systems. The AWG70000A Series of AWGs, with up to 50 GS/s and 10-bit vertical resolution, delivers the industry's best signal stimulus solution for ever-increasing measurement challenges. This allows for easy generation of very complex signals and complete control over signal characteristics.