Сибирский федеральный университет

Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций

Конференция: Euromicro Conference on Digital System Design, DSD 2019; Kallithea, Chalkidiki; Kallithea, Chalkidiki

Год издания: 2019

Ключевые слова: cloud information system, cyber-physical system, speech recognition, wheelchair

Аннотация: The three-stage development of a cyber-physical speech-controlled wheelchair for disabled persons is described. Initially, a small prototype was built to test the feasibility of using cloud-based speech recognition systems for real-time wheelchair maneuvering. In the second stage, the full-sized prototype was built and tested in a laboratory and in a clinical environment. In the third stage, the full-scale prototype was equipped with distance sensors and an advanced control algorithm for semi-autonomous drive. The system architecture is described with the important addition of edge computing for speech recognition. Six cloud speech recognition services and two offline services were used, as using multiple speech recognition systems improves system reliability and latency. The software and hardware technologies are described, in addition to an innovative application of multiple cloud/edge systems for wheelchair motion control.

Журнал: Proceedings - Euromicro Conference on Digital System Design, DSD 2019

Номера страниц: 456-463

Издатель: Institute of Electrical and Electronics Engineers Inc.

• Skraba A. (University of Maribor,Cybernetics and Decision Support Systems Laboratory,Faculty of Organizational Sciences)
• Kolozvari A. (University of Maribor,Cybernetics and Decision Support Systems Laboratory,Faculty of Organizational Sciences)
• Kofjac D. (University of Maribor,Cybernetics and Decision Support Systems Laboratory,Faculty of Organizational Sciences)
• Stojanovic R. (University of Montenegro,Faculty of Electrical Engineering,Dzordza Vasingtona Bb.)
• Semenkin E. (Siberian State University of Science and Technology,Computer Science and Telecommunications Institute)
• Stanovov V. (Siberian State University of Science and Technology,Computer Science and Telecommunications Institute)

• Ядро РИНЦ (eLIBRARY.RU)