Inteligentny system obustronnej głosowej komunikacjisystemu pomiarowego z operatorem dla technologii mobilnych

• Autorzy: Kacalak W. , Majewski M.

Warianty tytułu

EN

Intelligent two-way speech communication system between the measurement system and the operator for mobile technology

• Języki publikacji: PL

Abstrakty

PL

W artykule przedstawiono nową koncepcję inteligentnych systemów obustronnej głosowej komunikacji urządzeń pomiarowych z operatorem w systemach pomiarowych. Opracowany dla technologii mobilnych, system komunikacji przy pomocy mowy i języka naturalnego pomiędzy urządzeniami pomiarowymi i ich operatorami, wyposażony jest w inteligentne mechanizmy służące do identyfikacji operatora, rozpoznawania słów składowych i całych komunikatów operatora, analizy składni i skutków poleceń, oceny bezpieczeństwa poleceń, nadzorowania procesu pomiarowego oraz oceny reakcji operatora.

EN

In the paper a new concept of the intelligent two-way speech communication system between a measurement device and the operator for measuring systems is presented. Developed for mobile technologies, the communication system by speech and a natural language between measurement devices and their operators consists of intelligent mechanisms for operator identification, speech recognition, word and command recognition, command meaning and effect analysis, command safety assessment, measurement process supervision as well as operator reaction assessment. In the paper there are presented selected problems of the new concept of speech communication in measurement systems (Figs. 1, 2, 3) as well as advantages of recognition and evaluation of speech commands in a natural language with use of hybrid neural networks. Application of hybrid neural networks allows recognising commands of similar meanings but of different lexical and grammatical patterns, which will undoubtedly be the most important way of communication between humans and devices. The condition of the effectiveness of the presented system (Fig. 4) is to equip it with mechanisms of command meaning and effect analysis, as well as safety assessment. In the measurement systems (Fig. 5), the condition of safe communication between operators and measurement devices is the analysis of the measurement device and process state before giving the command and use of artificial intelligence for the effect analysis and safety assessment of the command. The development of a basis for building and applying remote mobile systems of control, supervision and optimisation of measurement processes which communicate an operator with a measurement system is an important goal. These systems enable a remote control of the measurement process quality by an operator being in any distance. It is very significant for development of new effective and flexible methods of measurements. The system for remote control, supervision and optimisation is an innovative solution making it possible to exploit better the measurement methods used nowadays. The presented solution can be included to the attempts of creating the standard of mobile applications for control, supervision and optimisation of measurement processes using two-way speech communication between the measurement device and the operator for measuring systems.

Słowa kluczowe

PL

nowoczesne systemy pomiarowe; interakcja operatora z urządzeniem pomiarowym; komunikacja głosowa; interfejs mowy; sztuczna inteligencja; hybrydowe sieci neuronowe; technologie mobilne

EN

modern measurement systems; interaction between the measurement system and the operator; voice communication; speech interface; artificial intelligence; hybrid neural networks; mobile technology

• Wydawca: Wydawnictwo PAK
• Czasopismo: Pomiary Automatyka Kontrola
• Rocznik: 2009
• Tom: R. 55, nr 4
• Strony: 221--224
• Opis fizyczny: Bibliogr. 3 poz., rys., schem.

Twórcy

autor

Kacalak W.

autor

Majewski M.

• Wydział Mechaniczny, Politechnika Koszalińska,

Bibliografia

• [1] W. Kacalak, K. Stuart, M. Majewski: Intelligent Natural Language Processing. Lecture Notes in Computer Science 4221, Springer 2006, p. 584-587. URL: http://dx.doi.org/10.1007/11881070_79.
• [2] W. Kacalak, M. Majewski: Intelligent System for Automatic Recognition and Evaluation of Speech Commands. Lecture Notes in Computer Science 4232, Springer 2006, p. 298–305. URL: http://dx.doi.org/ 10.1007/11893028_34.
• [3] M. Majewski, W. Kacalak: Intelligent Interface for Recognition and Verification of Natural Language Commands. Lecture Notes in Computer Science 4114, Springer 2006, p. 717-723. URL: http://dx.doi.org/ 10.1007/ 11816171_89.