WiGeR:Wifi-based gesture recognition system

ISPRS International Journal of Geo-Information

Volumn 5, Issue 6, 2016, Pages

  Aide Al Qaness, Mohammed Abdulaziz ^a   Li, Fangmin ^b  

^a WUHAN UNIVERSITY OF TECHNOLOGY   (China)

^b CHANGSHA UNIVERSITY   (China)

Author keywords

CSI; Device free; Gesture recognition; Human computer interfaces; WiFi

Indexed keywords

EID: 85009126387     PISSN: None     EISSN: 22209964     Source Type: Journal    
DOI: 10.3390/ijgi5060092     Document Type: Article

References (37)

1. Microsoft Kinect. Availabel online: http://www.microsoft.com/en-us/kinectforwindows (accessed on 27 November 2012).
2. Jing, L.; Zhou, Y.; Cheng, Z.; Huang, T. Magic ring: A finger-worn device for multiple appliances control using static finger gestures. Sensors 2012, 12, 5775-5790.
3. Adib, F.; Katabi, D. See through walls with WiFi! In Proceedings of the the ACM SIGCOMM 2013 conference on SIGCOMM, Hong Kong, China, 12-16 August 2013; Volume 43, pp. 75-86.
4. Pu, Q.; Gupta, S.; Gollakota, S.; Patel, S. Whole-home gesture recognition using wireless signals. In Proceedings of the 19th Annual International Conference on Mobile Computing and Networking, Miami, FL, USA, 30 September-4 October 2013; pp. 27-38.
5. Yang, Z.; Zhou, Z.; Liu, Y. From RSSI to CSI: Indoor Accuracy rate localization via channel response. ACM Comput. Surv. 2014, 46, 1-33.
6. Kim, K.; Kim, J.; Choi, J.; Kim, J.; Lee, S. Depth camera-based 3D hand gesture controls with immersive tactile feedback for natural mid-Air gesture interactions. Sensors 2015, 15, 1022-1046.
7. PointGrab. Availabel online: http://www.pointgrab.com/(accessed on 6 April 2015).
8. Block, R. Toshiba Qosmio G55 Features SpursEngine, Visual Gesture Controls. Available online: http://www.engadget.com/2008/06/14/toshiba-qosmio-g55-features-spursengine-visual-gesture-controls/(accessed on 14 June 2008).
9. Fisher, M. Sweet Moves: Gestures and Motion-Based Controls on the Galaxy S III. Available online: http://pocketnow.com/2012/06/28/sweet-moves-gestures-And-motion-based-controls-on-The-galaxy-s-iii (accessed on 28 June 2012).
10. Gupta, S.; Morris, D.; Patel, S.; Tan, D. Soundwave: Using the doppler effect to sense gestures. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, Austin, TX, USA, 5-10 May 2012; pp. 1911-1914.
11. Santos, A. Pioneer's Latest Raku Navi GPS Units Take Commands from Hand Gestures. Available online: http://www.engadget.com/2012/10/07/pioneer-raku-navi-gps-hand-gesture-controlled/( accessed on 7 October 2012).
12. Palacios, J.M.; Sagöés, C.; Montijano, E.; Llorente, S. Human-computer interaction based on hand gestures using RGB-D sensors. Sensors 2013, 13, 11842-11860.
13. Wu, J.; Pan, G.; Zhang, D.; Qi, G.; Li, S. Gesture recognition with a 3-D accelerometer. In Ubiquitous Intelligence and Computing; Springer: Berlin/Heidelberg, Germany, 2009; pp. 25-38.
14. Liu, J.; Zhong, L.; Wickramasuriya, J.; Vasudevan, V. uWave: Accelerometer-based personalized gesture recognition and its applications. Pervasive Mob. Comput. 2009, 5, 657-675.
15. Nirjon, S.; Gummeson, J.; Gelb, D.; Kim, K.H. TypingRing: A wearable ring platform for text input. In Proceedings of the 13th Annual International Conference on Mobile Systems, Applications, and Services, Florence, Italy, 19-22 May 2015; pp. 227-239.
16. Myo. Availabel online: https://www.thalmic.com/en/myo/(accessed on 6 April 2014).
17. Cohn, G.;Morris, D.; Patel, S.; Tan, D. Humantenna: Using the body as an antenna for real-Time whole-body interaction. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, Austin, TX, USA, 5-10 May 2012; pp. 1901-1910.
18. Kim, D.; Hilliges, O.; Izadi, S.; Butler, A.D.; Chen, J.; Oikonomidis, I.; Olivier, P. Digits: Freehand 3D interactions anywhere using a wrist-worn gloveless sensor. In Proceedings of the 25th Annual ACM Symposium on User Interface Software and Technology, Cambridge, MA, USA, 7-10 October 2012; pp. 167-176.
19. Abdelnasser, H.; Youssef, M.; Harras, K.A. WiGest: A ubiquitous WiFi-based gesture recognition system. In Proceedings of 2015 IEEE Conference on Computer Communications (INFOCOM), Kowloon, Hong Kong, China, 26 April-1 May 2015; pp. 1472-1480.
20. Adib, F.; Kabelac, Z.; Katabi, D.; Miller, R.C. 3D tracking via body radio reflections. In Proceedings of the 11th USENIX Conference on Networked Systems Design and Implementation, Seattle, WA, USA, 2-4 April 2014; pp. 317-329.
21. Adib, F.; Kabelac, Z.; Katabi, D. Multi-person localization via RF body reflections. In Proceedings of the 12th USENIX Conference on Networked Systems Design and Implementation, Oakland, CA, USA, 4-6 May 2015; pp. 279-292.
22. Wang, J.; Vasisht, D.; Katabi, D. RF-IDraw: Virtual touch screen in the air using RF signals. In Proceedings of the SIGCOMM'14, Chicago, IL, USA, 17-22 August 2014; pp. 235-246.
23. Kellogg, B.; Talla, V.; Gollakota, S. Bringing gesture recognition to all devices. In Proceedings of the 11th USENIX Conference on Networked Systems Design and Implementation, Seattle, WA, USA, 2-4 April 2014; pp. 303-316.
24. Chapre, Y.; Ignjatovic, A.; Seneviratne, A.; Jha, S. CSI-MIMO: Indoor Wi-Fi fingerprinting system. In Proceedings of the IEEE 39th Conference on Local Computer Networks (LCN), Edmonton, AB, Canada, 8-11 September 2014; pp. 202-209.
25. Qian, K.;Wu, C.; Yang, Z.; Liu, Y.; Zhou, Z. PADS: Passive detection of moving targets with dynamic speed using PHY layer information. In Proceedings of THE IEEE ICPADS'14, Hsinchu, Taiwan, 16-19 December 2014; pp. 1-8.
26. Xi, W.; Zhao, J.; Li, X.Y.; Zhao, K.; Tang, S.; Liu, X.; Jiang, Z. Electronic frog eye: Counting crowd using WiFi. In Proceedings of the IEEE INFOCOM, Toronto, ON, Canada, 27 April-2 May 2014; pp. 361-369.
27. Han, C.; Wu, K.; Wang, Y.; Ni, L.M. Wifall: Device-free fall detection by wireless networks. In Proceedings of the IEEE INFOCOM, Toronto, ON, Canada, 27 April-2 May 2014; pp. 271-279.
28. Wang, Y.; Liu, J.; Chen, Y.; Gruteser, M.; Yang, J.; Liu, H. E-eyes: Device-free location-oriented activity identification using fine-grained wifi signatures. In Proceedings of the 20th annual International Conference on Mobile Computing and Networking, Maui, HI, USA, 7-11 September 2014; pp. 617-628.
29. Wang, G.; Zou, Y.; Zhou, Z.; Wu, K.; Ni, L.M.We can hear you withWi-Fi! In Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, Maui, HI, USA, 7-11 September 2014; pp. 593-604.
30. Nandakumar, R.; Kellogg, B.; Gollakota, S. Wi-Fi Gesture Recognition on Existing Devices. Available online: http://arxiv.org/abs/1411.5394 (accessed on 8 June 2016).
31. He, W.; Wu, K.; Zou, Y.; Ming, Z. WiG: WiFi-based gesture recognition system. In Proceedings of the 24th International Conference on Computer Communication and Networks (ICCCN), Las Vegas, NV, USA, 3-6 August 2015; pp. 1-7.
32. Goldsmith, A. Wireless Communications; Cambridge University Press: Cambridge, UK, 2005.
33. Rabiner, L.R.; Schafer, R.W. Introduction to digital speech processing. Found. Trends Signal Process. 2007, 1, 1-194.
34. Salvador, S.; Chan, P. Toward accurate dynamic time warping in linear time and space. Intell. Data Anal. 2007, 11, 561-580.
35. Jang, J.S.R. Machine Learning Toolbox Software. Available online: http://mirlab.org/jang/matlab/toolbox/machineLearning (accessed on 23 December 2014).
36. Halperin, D.; Hu, W.; Sheth, A.; Wetherall, D. Tool release: Gathering 802.11n traces with channel state information. ACM SIGCOMM Comput. Commun. Rev. 2011, 41, 53-53.
37. WB-2400D300 Antenna. Available online: https://item.taobao.com/item.htm?spm=a1z09.2.0.0.NXy0fP&id=39662476575&-u=d1kraq3mf31b (accessed on 9 June 2014).