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Most cited papers in IoT-based Smart Home Systems

What are the most cited papers in IoT-based Smart Home Systems?

The most cited paper in IoT-based Smart Home Systems is "Internet of Things in Industries: A Survey" (Li Da Xu, Wu He, Shancang Li, 2014), with 5,190 citations. Next come "Object Tracking Benchmark" (3,506) and "Robust Object Tracking with Online Multiple Instance Learning" (2,039).

Showing 50 of 100 papers. Every paper with more than 353 citations is listed.

Most cited papers, sortable by citations and release date
#Paper
1 Internet of Things in Industries: A Survey Li Da Xu, Wu He, Shancang Li · IEEE Transactions on Industrial Informatics 31 Jan 2014 5,190
2 Object Tracking Benchmark Yi Wu, Jongwoo Lim, Ming–Hsuan Yang · IEEE Transactions on Pattern Analysis and Machine Intelligence 2015 3,506
3 Robust Object Tracking with Online Multiple Instance Learning Boris Babenko, Shuicheng Yan, Serge Belongie · IEEE Transactions on Pattern Analysis and Machine Intelligence 23 Dec 2010 2,039
4 Energy Harvesting Sensor Nodes: Survey and Implications Sujesha Sudevalayam, Purushottam Kulkarni · IEEE Communications Surveys & Tutorials 3 Aug 2010 2,015
5 YOLOv8: A Novel Object Detection Algorithm with Enhanced Performance and Robustness Rejin Varghese, M. Sambath Conference paper 18 Apr 2024 1,846
6 Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs Gregory L. Plett · Journal of Power Sources 2 Jun 2004 1,757
7 Industrial Wireless Sensor Networks: Challenges, Design Principles, and Technical Approaches Vehbi Çağrı Güngör, Gerhard Petrus Hancke · IEEE Transactions on Industrial Electronics 6 Mar 2009 1,681
8 A review of Internet of Things for smart home: Challenges and solutions Biljana Risteska Stojkoska, Kire V. Trivodaliev · Journal of Cleaner Production 9 Oct 2016 1,400
9 An Information Framework for Creating a Smart City Through Internet of Things Jiong Jin, Jayavardhana Gubbi, Slaven Marusic et al. · IEEE Internet of Things Journal 31 Jan 2014 1,338
10 Activity Recognition in the Home Using Simple and Ubiquitous Sensors Emmanuel Munguia Tapia, STEPHEN S. INTILLE, Kent Larson · Lecture notes in computer science Conference paperOpen access 2004 1,315
11 The computer for the 21 st century Mark Weiser · ACM SIGMOBILE Mobile Computing and Communications Review Jul 1999 1,218
12 Semi-supervised On-Line Boosting for Robust Tracking Helmut Gräbner, Christian Leistner, Horst Bischof · Lecture notes in computer science Conference paper 2008 1,109
13 Wireless sensor networks: a survey on recent developments and potential synergies Priyanka Rawat, Kamal Deep Singh, Hakima Chaouchi et al. · The Journal of Supercomputing 8 Oct 2013 1,059
14 Fog Computing: Helping the Internet of Things Realize Its Potential Amir Vahid Dastjerdi, Rajkumar Buyya · Computer Aug 2016 1,055
15 Non-Intrusive Load Monitoring Approaches for Disaggregated Energy Sensing: A Survey Ahmed Zoha, Alexander Gluhak, Muhammad Ali Imran et al. · Sensors Open access 6 Dec 2012 960
16 SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines Yinda Xu, Zeyu Wang, Zuoxin Li et al. · Proceedings of the AAAI Conference on Artificial Intelligence Conference paperOpen access 3 Apr 2020 950
17 The Gator Tech Smart House: a programmable pervasive space Sumi Helal, William Mann, Hicham Elzabadani et al. · Computer Mar 2005 878
18 Accurate activity recognition in a home setting Tim van Kasteren, Athanasios K. Noulas, Gwenn Englebienne et al. Conference paper 21 Sep 2008 874
19 Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking Ning Wang, Wengang Zhou, Jie Wang et al. Conference paper Jun 2021 866
20 Machine Learning in Wireless Sensor Networks: Algorithms, Strategies, and Applications Mohammad Abu Alsheikh, Shaowei Lin, Dusit Niyato et al. · IEEE Communications Surveys & Tutorials Open access 2014 852
21 Future internet: The Internet of Things Lu Tan, Neng Wang Conference paper Aug 2010 839
22 A Survey of Applications of Wireless Sensors and Wireless Sensor Networks Th. Arampatzis, John Lygeros, Stamatis A. Manesis Conference paper 27 Jul 2005 806
23 A Review of Smart Homes—Past, Present, and Future Muhammad Raisul Alam, Mamun Bin Ibne Reaz, Mohd Alauddin Mohd Ali · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) 11 Apr 2012 772
24 A review of wireless sensors and networks' applications in agriculture Aqeel-ur-Rehman, Abu Zafar Abbasi, Noman Islam et al. · Computer Standards & Interfaces 15 Apr 2011 737
25 Applications of wireless sensor networks for urban areas: A survey Bushra Rashid, Mubashir Husain Rehmani · Journal of Network and Computer Applications 2 Dec 2015 733
26 Applications of Wireless Sensor Networks: An Up-to-Date Survey Dionisis Kandris, Christos Theodoros Nakas, Dimitrios Vomvas et al. · Applied System Innovation Open access 25 Feb 2020 727
27 CASAS: A Smart Home in a Box Diane J. Cook, Aaron S. Crandall, Brian L. Thomas et al. · Computer Open access 27 Sep 2012 713
28 MUlti-Store Tracker (MUSTer): A cognitive psychology inspired approach to object tracking Zhibin Hong, Zhe Chen, Chaohui Wang et al. Conference paperOpen access Jun 2015 687
29 A smart home energy management system using IoT and big data analytics approach A. R. Al-Ali, Imran Zualkernan, Mohammed Mousa Rashid et al. · IEEE Transactions on Consumer Electronics Nov 2017 666
30 Internet of Things Felix Wortmann, Kristina Flüchter · Business & Information Systems Engineering Open access 27 Mar 2015 665
31 Smart home energy management system using IEEE 802.15.4 and zigbee Dae-Man Han, Jae-Hyun Lim · IEEE Transactions on Consumer Electronics Aug 2010 663
32 A review of smart home applications based on Internet of Things Mussab Alaa, Aws Alaa Zaidan, Bilal Bahaa Zaidan et al. · Journal of Network and Computer Applications 3 Sep 2017 644
33 A mathematical model for lead-acid batteries Z.M. Salameh, M.A. Casacca, William A. Lynch · IEEE Transactions on Energy Conversion Mar 1992 638
34 Internet of Things (IoT) for Smart Precision Agriculture and Farming in Rural Areas Nurzaman Ahmed, Debashis De, Md. Iftekhar Hussain · IEEE Internet of Things Journal 5 Nov 2018 629
35 A zigbee-based home automation system Khusvinder Gill, Shuang‐Hua Yang, Fang Qin Yao et al. · IEEE Transactions on Consumer Electronics Open access May 2009 615
36 Applications of Wireless Sensor Networks and Internet of Things Frameworks in the Industry Revolution 4.0: A Systematic Literature Review Mamoona Majid, Shaista Habib, Abdul Rehman Javed et al. · Sensors ReviewOpen access 8 Mar 2022 613
37 A Review on Challenges of Autonomous Mobile Robot and Sensor Fusion Methods Mary B. Alatise, Gerhard Petrus Hancke · IEEE Access Open access 2020 606
38 Activity Recognition and Monitoring Using Multiple Sensors on Different Body Positions U. Maurer, Asim Smailagic, Daniel P. Siewiorek et al. Conference paper 28 Apr 2006 604
39 A Supervised Intrusion Detection System for Smart Home IoT Devices Eirini Anthi, Lowri Williams, Malgorzata Slowinska et al. · IEEE Internet of Things Journal 7 Jul 2019 601
40 Development of Smart Healthcare Monitoring System in IoT Environment Md. Milon Islam, Ashikur Rahaman, Md. Rashedul Islam · SN Computer Science Open access May 2020 600
41 A Knowledge-Driven Approach to Activity Recognition in Smart Homes Liming Chen, Chris Nugent, Hui Wang · IEEE Transactions on Knowledge and Data Engineering 11 Feb 2011 592
42 How smart are our environments? An updated look at the state of the art Diane J. Cook, Sajal Kumar Das · Pervasive and Mobile Computing 29 Dec 2006 588
43 Digital twin for battery systems: Cloud battery management system with online state-of-charge and state-of-health estimation Weihan Li, Monika Rentemeister, Julia Badeda et al. · Journal of Energy Storage Open access 23 Jun 2020 586
44 The Evolution of MAC Protocols in Wireless Sensor Networks: A Survey Pei Wen Huang, Li Xiao, Soroor Soltani et al. · IEEE Communications Surveys & Tutorials 20 Apr 2012 574
45 Design and implementation of smart home energy management systems based on zigbee Dae-Man Han, Jae-Hyun Lim · IEEE Transactions on Consumer Electronics Aug 2010 574
46 Convolutional Neural Networks Based Fire Detection in Surveillance Videos Khan Muhammad, Jamil Ahmad, Irfan Mehmood et al. · IEEE Access Open access 2018 554
47 Wireless home automation networks: A survey of architectures and technologies Carles Gómez, Josep Paradells · IEEE Communications Magazine Jun 2010 554
48 Fire detection in video sequences using a generic color model Turgay Çelik, Hasan Demirel · Fire Safety Journal Open access 8 Jul 2008 554
49 Keystroke Recognition Using WiFi Signals Kamran Ali, Alex X. Liu, Wei Wang et al. Conference paper 27 Aug 2015 548
50 Internet of Things (IoT), Applications and Challenges: A Comprehensive Review Abhishek Khanna, Sanmeet Kaur · Wireless Personal Communications 27 May 2020 539

Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.