Skip to main content
Go to the home page of the European Commission (opens in new window)
English en
CORDIS - EU research results
CORDIS

Fundamental Limits of Sensing Systems

Project description

New sensing technologies for smart cities

In modern industries and urban landscapes, the demand for efficient sensing systems is growing. However, existing methods face a critical challenge: they lack the ability to determine the fundamental limits and trade-offs of these systems. In this context, the ERC-funded FLOSS project explores the information-theoretic boundaries of classical and quantum distributed sensing systems. By providing benchmarks for practical designs and offering engineering guidelines, FLOSS aims to transform industries reliant on sensing technologies. With applications ranging from environmental monitoring to autonomous vehicles, it addresses a gap in techniques capable of managing the complexities of modern distributed systems, including multiple decision centres and objectives.

Objective

This project derives information-theoretic fundamental limits and tradeoffs of classical and quantum distributed sensing (detection and estimation) systems, which are key in the Industry 4.0 smart cities, environmental applications, autonomous vehicles, etc. Our limits will: 1) serve as benchmarks for practical designs; 2) characterize the inherent tradeoffs; and 3) provide engineering guidelines. So far, a technique is missing that can derive the limits of modern distributed sensing systems with multiple decision centers, multiple objectives, and interactive and sequential behaviours. For the emerging  field of quantum sensing even the limits of simple distributed systems have not been derived. With our recent converse proof technique (which already served to establish limits of detection, channel coding, and compression problems) we have a powerful tool for obtaining the desired strong or probability-of-error dependent converse proofs.

Fields of science (EuroSciVoc)

Keywords

Programme(s)

Topic(s)

Funding Scheme

HORIZON-ERC - HORIZON ERC Grants

See all projects funded under this funding scheme

Call for proposal

(opens in new window) ERC-2023-COG

See all projects funded under this call

Host institution

CENTRALESUPELEC
Net EU contribution
€ 881 641,00
Address
PLATEAU DE MOULON 3 RUE JOLIOT CURIE
91192 GIF SUR YVETTE
France
Region
Ile-de-France Ile-de-France Paris
Activity type
Higher or Secondary Education Establishments
Links
Total cost
€ 881 641,00

Beneficiaries (2)