Collaborative Intelligence: Challenges and Opportunities
It raises awareness for the signal processing community about an emerging area, but is incremental as it primarily surveys existing developments.
This paper provides an overview of collaborative intelligence, surveying its current state to highlight challenges and opportunities in signal processing, such as feature compression and privacy.
This paper presents an overview of the emerging area of collaborative intelligence (CI). Our goal is to raise awareness in the signal processing community of the challenges and opportunities in this area of growing importance, where key developments are expected to come from signal processing and related disciplines. The paper surveys the current state of the art in CI, with special emphasis on signal processing-related challenges in feature compression, error resilience, privacy, and system-level design.