Title :
Tongue motor training support system
Author :
Sasaki, Motoharu ; Onishi, Kohei ; Nakayama, Atsushi ; Kamata, Katsuhiro ; Stefanov, Dimitar ; Yamaguchi, Masaki
Author_Institution :
Grad. Sch. of Eng., Iwate Univ., Morioka, Japan
Abstract :
In this paper, we introduce a new tongue-training system that can be used for improvement of the tongue´s range of motion and muscle strength after dysphagia. The training process is organized in game-like manner. Initially, we analyzed surface electromyography (EMG) signals of the suprahyoid muscles of five subjects during tongue-training motions. This test revealed that four types tongue training motions and a swallowing motion could be classified with 93.5% accuracy. Recognized EMG signals during tongue motions were designed to allow control of a mouse cursor via intentional tongue motions. Results demonstrated that simple PC games could be played by tongue motions, achieving in this way efficient, enjoyable and pleasant tongue training. Using the proposed method, dysphagia patients can choose games that suit their preferences and/or state of mind. It is expected that the proposed system will be an efficient tool for long-term tongue motor training and maintaining patients´ motivation.
Keywords :
biological organs; biomechanics; biomedical equipment; brain-computer interfaces; computer games; consumer behaviour; data analysis; electromyography; mechanical strength; medical control systems; medical disorders; medical signal processing; mouse controllers (computers); patient rehabilitation; psychology; signal classification; training; EMG signal analysis; EMG signal recognition; PC game preferences; PC game selection; dysphagia; game-like tongue training organization; intentional tongue motions; long-term tongue motor training; mind state; motion classification accuracy; mouse cursor control; patient motivation; suprahyoid muscles; surface electromyography; swallowing motion classification; tongue motion range; tongue motor training support system; tongue muscle strength; tongue-training motion classification; tongue-training motion types; Electrodes; Electromyography; Feature extraction; Games; Muscles; Tongue; Training;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6944397