SUAVE: An Exemplar for Self-Adaptive Underwater Vehicles

Once deployed in the real world, autonomous underwater vehicles (AUVs) are out of reach for human supervision yet need to take decisions to adapt to unstable and unpredictable environments. To facilitate research on self-adaptive AUVs, this paper presents SUAVE, an exemplar for two-layered system-level adaptation of AUVs, which clearly...

Designing Cyber-Physical Systems for Runtime Self-Adaptation: Knowing More about What We Miss...

Cyber-physical systems (CPSs) represent practical examples of the integration of bits and atoms in human and social contexts and contribute to the integration of neurons and genes into system implementation. Many experts believe that a deeper theoretical understanding of system adaptation will lead to the development of autonomous systems and...

Past, Present and Future of Behaviourally Adaptive Engineered Systems

A Review of the Principles of Designing Smart Cyber-Physical Systems for Run-Time Adaptation: Learned Lessons and Open Issues

Smart cyber-physical systems (S-CPSs) are complex engineered systems empowered by cyber-physical computing and equipped with the capability of reasoning, learning, adapting, and evolving. As an outcome of data-driven dynamic computing, reasoning capabilities, and the run-time obtained own knowledge, nonlinear and emergent behavior of S-CPSs...

Meta-control and Self-Awareness for the UX-1 Autonomous Underwater Robot

Autonomous underwater robots, such as the UX-1 developed in the UNEXMIN project, need to maintain reliable autonomous operation in hazardous and unknown environments. Because of the lack of any kind of real-time communications with a human operated command and control station, the control architecture needs to be enhanced with mission-level...

A self-adaptation framework based on functional knowledge for augmented autonomy in robots

Robot control software endows robots with advanced capabilities for autonomous operation, such as navigation, object recognition or manipulation, in unstructured and dynamic environments. However, there is a steady need for more robust operation, where robots should perform complex tasks by reliably exploiting these novel capabilities. Mission...

Plants as concept generators for biomimetic self-healing and self-adaptive materials, structures and surfaces

Plants have inspired the development of numerous novel (self-)adaptive and selfhealing materials, structures and surfaces over the last decade. Examples include: (1) self-repairing elastomers for sealing gaskets and dampers inspired by self-healing processes in latex bearing plants, (2) self-adaptive biomimetic attachment systems inspired by...