Design Space Exploration in Robotics
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Beschreibung
This book provides a foundation of the overall cycle from design and modelling to implementation and control of unmanned systems, exhibiting autonomy and instantiating self-organization amidst disturbances, also functioning in uncertain and dynamic environments. The underlying assumption of the research path taken is that unmanned systems exhibiting attributes of autonomy, autonomous functionality, and resilience have to be considered as technically engineered systems. Hence, validation, verification, certification, and acceptance testing have to be provided together with the product "robot capable of fulfilling a specific requirement." The key is to provide a mathematically sound “metric” to evaluate autonomy, autonomous functionality, and resilience, directly applicable to real complex engineering systems. This overarching approach, presented as a lecture script, is reaching out to provide an ethically aligned view on engineering, specifically aiming to support human's free will.
This book provides a foundation of the overall cycle from design and modelling to implementation and control of unmanned systems, exhibiting autonomy and instantiating self-organization amidst disturbances, also functioning in uncertain and dynamic environments. The underlying assumption of the research path taken is that unmanned systems exhibiting attributes of autonomy, autonomous functionality, and resilience have to be considered as technically engineered systems. Hence, validation, verification, certification, and acceptance testing have to be provided together with the product "robot capable of fulfilling a specific requirement." The key is to provide a mathematically sound “metric” to evaluate autonomy, autonomous functionality, and resilience, directly applicable to real complex engineering systems. This overarching approach, presented as a lecture script, is reaching out to provide an ethically aligned view on engineering, specifically aiming to support human's free will.
Presents a unique approach of bridging the gaps between Signal Processing, Physics, Architectures, and Robotics Provides a foundation of the overall cycle from design and modeling to implementation and control of unmanned systems Provides a toolset of Signals, Physics, and Architectures for Robots
Autor*in
Frank Ehlers
Themen in »Design Space Exploration in Robotics«
Data Fusion Statistical Signal Processing Probabilistic Decision Making Robotics Autonomy Bayesian Approach Unified Architecture Framework System-of-System Modeling and Simulation