Stochastic Reactive Distributed Robotic Systems
Design, Modeling and Optimization
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Beschreibung
This monograph presents the development of novel model-based methodologies for engineering self-organized and self-assembled systems. The work bridges the gap between statistical mechanics and control theory by tackling a number of challenges for a class of distributed systems involving a specific type of constitutive components, namely referred to as Smart Minimal Particles. The results described in the volume are expected to lead to more robust, dependable, and inexpensive distributed systems such as those endowed with complex and advanced sensing, actuation, computation, and communication capabilities.
This monograph presents the development of novel model-based methodologies for engineering self-organized and self-assembled systems. The work bridges the gap between statistical mechanics and control theory by tackling a number of challenges for a class of distributed systems involving a specific type of constitutive components, namely referred to as Smart Minimal Particles. The results described in the volume are expected to lead to more robust, dependable, and inexpensive distributed systems such as those endowed with complex and advanced sensing, actuation, computation, and communication capabilities.
Describes a complete methodological framework for designing, modeling and optimizing a specific class of distributed systems whose dynamics result from the multiple, stochastic interactions of their constitutive components Provides a solid experimental and theoretical consolidation of the multi-level modeling methodology Proposes, for the first time, an approach to generate models at high abstraction level in a completely automated fashion, based solely on observations of the system of interest Supplies deep insights into the modeling and the design of Smart Minimal Particles, with a specific emphasis on self-assembling systems ranging from the centimeter scale down to the micrometer scale
Autor*in
Gregory Mermoud
Themen in »Stochastic Reactive Distributed Robotic Systems«
Aggregation Collective Systems Distributed Intelligent Systems Distributed Robotic Systems Microsystems Multi-Level Modeling Multi-Robot Systems Probabilistic Modeling Robotics Self-Assembly Smart Minimal Particles