Codesign of Edge Intelligence and Automated Guided Vehicle Control
Codesign of Edge Intelligence and Automated Guided Vehicle Control
著者: Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
分類: cs.CV, cs.AI, cs.LG, cs.RO, eess.IV
原文アブストラクト
This work presents a harmonic design of autonomous guided vehicle (AGV) control, edge intelligence, and human input to enable autonomous transportation in industrial environments. The AGV has the capability to navigate between a source and destinations and pick/place objects. The human input implicitly provides preferences of the destination and exact drop point, which are derived from an artificial intelligence (AI) module at the network edge and shared with the AGV over a wireless network. The demonstration indicates that the proposed integrated design of hardware, software, and AI design achieve a technology readiness level (TRL) of range 4-5