Lattices of sensors reconsidered when less information is preferred
This work addresses sensing challenges for applications like privacy, but it appears incremental as it builds on existing cover-based models.
The paper tackled the problem of sensing limitations with uncertainty by modeling sensors as covers, resulting in a semilattice organization suitable for scenarios where additional information is problematic, such as privacy-sensitive tasks.
To treat sensing limitations (with uncertainty in both conflation of information and noise) we model sensors as covers. This leads to a semilattice organization of abstract sensors that is appropriate even when additional information is problematic (e.g., for tasks involving privacy considerations).