Introduction to Frames

Offers an introduction to redundant signal representations called frames. These representations have recently emerged as a powerful tool in the signal processing toolbox, spurred by a host of recent applications requiring some level of redundancy. The book asks, why and where should one use frames? Anywhere where redundancy is a must.

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An Introduction to Frames is an introduction to redundant signal representations called frames. These representations have recently emerged as yet another powerful tool in the signal processing toolbox, spurred by a host of recent applications requiring some level of redundancy. It asks the question: why and where should one use frames? And answers emphatically: anywhere where redundancy is a must. It then goes on to discuss a host of applications that richly illustrate that answer.

This book is geared primarily toward engineering students and those without extensive mathematical training. It is also intended to help researchers and practitioners decide whether frames are the right tool for their application.