"The early chapters contain the topics from linear algebra that students need to know in order to read the rest of the book. The later chapters are devoted to a

Frames for Undergraduates is an undergraduate-level introduction to the theory of frames in a Hilbert space. This book can serve as a text for a special-topics

Hilbert space frames have long served as a valuable tool for signal and image processing due to their resilience to additive noise, quantization, and erasures,

Differential geometry arguably offers the smoothest transition from the standard university mathematics sequence of the first four semesters in calculus, linear

This volume provides accessible and self-contained research problems designed for undergraduate student projects, and simultaneously promotes the development of