
This paper presents the IoT Smart Hub, a local, modular infrastructure designed to enhance adaptive interoperability, semantic context perception, and action validation in Internet of Robotic Things (IoRT) ecosystems. A new M2M2PA (Machine-to Machine to-Perception-and- Actuation) paradigm is also proposed, integrating semantic reasoning and real-time feedback into the communication cycle. Preliminary results demonstrate its capacity to structure contextual data and support cognitive agents, such as Large Language Models (LLMs), for natural language interaction and future reinforcement learning integration.
M2M2PA, IoRT, Semantic Context, Cognitive Agents, Smart Hub
M2M2PA, IoRT, Semantic Context, Cognitive Agents, Smart Hub
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 0 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
