What does "Unlimited Sensing Framework" mean?
Table of Contents
The Unlimited Sensing Framework (USF) is a method used to improve how we capture and process signals, especially those that have a wide range of values. This framework helps in managing and reducing unwanted noise that can interfere with the desired signals.
Key Features
High Dynamic Range Management: USF allows for handling signals that have very different levels without losing important information.
Modulo Operation: The framework uses a technique called modulo, which helps in compressing high-range signals into a smaller range. This prevents signal loss or distortion.
Signal Recovery: Even when signals are captured in a non-ideal way, USF enables the recovery of the original signal, despite potential mix-ups caused by overlap in frequencies.
Applications
The techniques developed under USF can be used in various fields where capturing clear signals is vital. This includes fields like telecommunications, audio processing, and even medical imaging.