This paper is published in Volume-5, Issue-3, 2019
Area
Wireless Communication, Machine Learning, Android Programming
Author
Chandrakanth R.
Co-authors
Bharath K., Bhargava U. G., Chinmaya G., Girija S.
Org/Univ
Dr. Ambedkar Institute of Technology, Bengaluru, Karnataka, India
Pub. Date
11 May, 2019
Paper ID
V5I3-1335
Publisher
Keywords
Gesture recognition, RF signals, Wi-Fi, RSSI, LSTM RNN

Citationsacebook

IEEE
Chandrakanth R., Bharath K., Bhargava U. G., Chinmaya G., Girija S.. Gesture recognition using RF signals, International Journal of Advance Research, Ideas and Innovations in Technology, www.IJARIIT.com.

APA
Chandrakanth R., Bharath K., Bhargava U. G., Chinmaya G., Girija S. (2019). Gesture recognition using RF signals. International Journal of Advance Research, Ideas and Innovations in Technology, 5(3) www.IJARIIT.com.

MLA
Chandrakanth R., Bharath K., Bhargava U. G., Chinmaya G., Girija S.. "Gesture recognition using RF signals." International Journal of Advance Research, Ideas and Innovations in Technology 5.3 (2019). www.IJARIIT.com.

Abstract

Gesture recognition is gaining increasing importance in Human-Computer Interaction (HCI). Gesture-based interaction serves as a convenient and natural means for users to interact with computers. However, accurate detection and recognition of human actions is still a big trial that attracts lots of research efforts due to the difficulties related to the human body parts and the difficulty in sensing their actions correctly such as human clothes and their negative consequence on the detection accuracy and the surrounding environmental conditions. Vision centered human activity analysis by means of computer vision as the original answer is still having its limits that are connected to the inability to detect whatsoever happening behind the walls or in the dim places and the uncomfortable feeling of people with cameras all over the place. This paper proposes a methodology that will use RF signals to overcome all the disadvantages of the mentioned methods.
Paper PDF