Performance level profiles: A formal language for describing the expected performance of functional modules Conference Paper uri icon

abstract

  • Despite the existence of powerful formal languages for writing robot controllers, most existing functional modules are written using standard programming languages. The existence of such a code base raises critical challenges: 1. How to enable automated analysis, monitoring, and reuse of existing code given that reasoning directly about code fragments is impractical. 2. How to convey to users the expected level of performance of an autonomous robot? 3. Perhaps most crucial: how to quickly identify abnormal behavior of autonomous robots? This is a key impediment to the deployment of such platforms in open environments. We address these issues through the use of performance-level profiles (PLPs), a formal, yet intuitive, language for specifying the expected properties of functional modules, designed with the above aims in mind. PLPs are motivated by action …

publication date

  • October 9, 2016