The book is designed for students, researchers, and practicing engineers seeking to understand both the theoretical principles and practical implementation of DSP algorithms. Through detailed explanations, illustrative examples, and application-oriented discussions, readers will gain valuable insights into modern signal processing techniques used across diverse domains. By bridging mathematical foundations with emerging technologies, this book aims to equip learners with the knowledge and skills required to develop innovative solutions in today's data-driven and interconnected world.