This text for advanced undergraduates reading electrical engineering, applied mathematics, and branches of computer science involved with signal processing (speech synthesis, computer vision and robotics) also serves as a reference source in academia and industry. Signal processing is an important aspect of electronic communications in its role of transmitting information, and the mathematical language of its expression is developed here in an interesting and informative way, imparting confidence to the reader.