Reseach Article
Gesture based Home Automation using FPGA
| Journal of Advanced Artificial Intelligence |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 1 - Number 5 |
| Year of Publication: 2025 |
| Authors: Madhushree N., R. Aruna |
10.5120/jaai202424
|
Madhushree N., R. Aruna . Gesture based Home Automation using FPGA. Journal of Advanced Artificial Intelligence. 1, 5 ( Feb 2025), 29-34. DOI=10.5120/jaai202424
Abstract
Gesture control and home automation have emerged as prominent areas of research, aiming to enhance the convenience and interactivity of smart homes. This project focuses on implementing gesture control for home automation on a Field-Programmable Gate Array (FPGA) using VHDL (Very High-Speed Integrated Circuit Hardware Description Language). By leveraging the capabilities of an FPGA, the project aims to develop a robust and real-time gesture recognition system that can interpret hand movements and trigger corresponding actions in a home automation setup. VHDL is employed to design and describe the hardware components required for gesture recognition, including image acquisition, preprocessing, feature extraction, and classification stages. The integration of gesture control with home automation offers a seamless and intuitive user experience, allowing homeowners to control various devices and systems through simple hand gestures, thereby increasing convenience, efficiency, and accessibility in smart home environments.
References
- J. Cheng and Z. Li, "Gesture Recognition for Human-computer Interaction Based on CNN Model," 2021 International Conference on Intelligent Computing, Automation and Applications (ICAA), Nanjing, China, 2021, pp. 241-244,doi: 10.1109/ICAA53760.2021.00051.
- J. Ma, T. Li and J. He, "A Comprehensive Hand Gesture Dataset," 2020 International Conference on Computing and Data Science (CDS), Stanford, CA, USA, 2020,pp. 328-333, doi:10.1109/CDS49703.2020.00070.
- Jyoti Jadhav, Prashant Avhad” Hand gesture based home appliances control system” International Research Journal of Engineering andTechnology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 05 May-2017 www.irjet.net p-ISSN: 2395-0072Ding, W. and Marchionini, G.1997 A Study on Video Browsing Strategies. Technical Report.University of Maryland at College Park.
- S.P Manikanta , Bandari Shubhaker , Duda prasad “Gesture based appliance automation system using IOT” Journal of engineering science Vol 11, Issue 4 , April/2020 ISSN NO:0377-9254Tavel, P.2007 Modeling and Simulation Design. AK Peters Ltd.
- Arathi P.N,S.Arthika,S.Ponmithra K.Srinivasan,V.Rukkumani“Gesture Based Home Automation System” 978-1- 5090-5913-3/17/$31.00 c 2017 IEEE
- K.Madhava rao, Battula Hariteja, Patlolla Shruthi, Roopa nomula, Preeti katasani,” gesture based home automation system using spartan 3a, ASIC” International Journal of Pure and Applied Mathematics Volume 118 No. 24 2018 ISSN: 1314-3395 (on-line version)
- M.Deepan Raj, I.Gogul, M.Thangaraja, V.Sathiesh Kumar” Static Gesture Recognition based Precise Positioning of 5-DOF Robotic Arm using FPGA” 978-1-5090-3001-9/17/$31.00 ©2017 IEEE
- Ariful Islam Bhuyan and Tuton Chandra Mallick, “Gyro accelerometer based control of a robotic Arm using AVR microcontroller” 9th International Forum on Strategic Technology (IFOST), DOI: 10.1109/IFOST.2014.6991151, pp. 409 - 413, 2014.Brown, L. D., Hua, H., and Gao, C. 2003. A widget framework for augmented interaction in SCAPE.
- Mohammad Javed Ansari, Ali Amir and Md. Ahsanul Hoque,“Microcontroller based robotic arm: Operational to gesture and automated mode” In Electrical Engineering and Information & Communication.
- Aditya, Arun Ramamurthy et al (2014), ‘Recognition of dynamic hand gestures’, International Journal of Recent Technology and Engineering (IJRTE), Vol.11, No.10, pp.14-34.
- Aditya, Arun Ramamurthy et al (2014), ‘Recognition of dynamic hand gestures’, International Journal of Recent Technology and Engineering (IJRTE), Vol.11, No.10, pp.14-34.
- Du Xingjing, Liu Chunmei and Yu Yongxia (2014), ‘Analysis of Detection and Track on Partially Occluded Face’, International Conference on Information Technology and Applications (ICITA), Vol.3, No.4, pp.158- 161.
- Ms. Shilpa Kale Mr. S. S. Shriramwar FPGA- based Controller for a Mobile Robot in (IJCSIS) International Journal of Computer Science and Information Security, Vol. 3, No. 1, 2009.
- . SwarnaPrabha Jena, Sworaj Kumar Nayak, Accelerometer based gesture controlled robot using Arduino in International journal of Engineering sciences & research technology, ISSN: 2277- 9655Scientific Journal Impact Factor: 3.449 (ISRA), Impact Factor: 2.114[Jena, 4(4): April,2015
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