Violence Detection Using Wi-Fi and 5G/6G Sensing Technologies: A Review

被引:0
|
作者
Kannan, Aieswarya [1 ]
Kouzani, Abbas Z. [1 ]
机构
[1] Deakin Univ, Sch Engn, Geelong, Vic 3216, Australia
关键词
violence detection; Wi-Fi sensing; mobile sensing; 5G sensing; 6G sensing; channel state information; HUMAN ACTIVITY RECOGNITION; SYSTEM;
D O I
10.3390/electronics13142765
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Violence, a pervasive societal concern, demands innovative approaches for its early detection and prevention. This review paper explores the intersection of violence detection and wireless fidelity (Wi-Fi), alongside fifth-generation (5G) and sixth-generation (6G) mobile technologies. Wi-Fi sensing, initially employed for human activity detection, has also demonstrated versatility across a number of other important applications. The significance of leveraging Wi-Fi sensing for violence detection is investigated, underscoring its ability to enhance security protocols and minimise response time. Moreover, through the development and use of machine learning algorithms to analyse and interpret intricate channel state information (CSI) features, the accuracy of violence detection can be improved. Furthermore, this investigation delves into the rapidly developing domain of mobile sensing, examining its contribution to the advancement of violence detection functionalities. The potential convergence of 5G and forthcoming 6G sensing technologies increases the effectiveness of violence detection. Through an analysis of Wi-Fi and mobile sensing technologies, this review paper highlights the transformative capacity that their integration may have on approaches to violence prevention and response.
引用
收藏
页数:18
相关论文
共 31 条
  • [21] Orthogonally polarized meandered fed multiple input multiple output antenna array for C-band sub-6GHz 5G and unlicensed Wi-Fi smart-phone applications
    Ishteyaq, Insha
    Masoodi, Issmat Shah
    Muzaffar, Khalid
    INTERNATIONAL JOURNAL OF RF AND MICROWAVE COMPUTER-AIDED ENGINEERING, 2022, 32 (04)
  • [22] Channel State Information (CSI) Amplitude Coloring Scheme for Enhancing Accuracy of an Indoor Occupancy Detection System Using Wi-Fi Sensing
    Son, Jaeseong
    Park, Jaesung
    APPLIED SCIENCES-BASEL, 2024, 14 (17):
  • [23] Advancements in Human Action Recognition Through 5G/6G Technology for Smart Cities: Fuzzy Integral-Based Fusion
    Mehmood, Faisal
    Chen, Enqing
    Akbar, Muhammad Azeem
    Zia, Muhammad Azam
    Alsanad, Ahmed
    Alhogail, Areej Abdullah
    Li, Yang
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2024, 70 (03) : 5783 - 5795
  • [24] Novel-shaped expandable quad-port MIMO antenna using FR4 material with features of high isolation and band width for 5G networks, Wi-Fi, and satellite communication applications
    Devi, K. Nirmala
    Annadurai, C.
    Nelson, I.
    Lavadiya, Sunil
    Eldyasti, Sherif K.
    El-Din, M. S. H. Salah
    OPTICAL AND QUANTUM ELECTRONICS, 2024, 56 (07)
  • [25] Cyber-Attack Detection and Mitigation Using SVM for 5G Network
    Alshunaifi, Sulaiman Yousef
    Mishra, Shailendra
    AlShehri, Mohammed Abdul Rahman
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2022, 31 (01) : 13 - 28
  • [26] A comprehensive review on landmine detection using deep learning techniques in 5G environment: open issues and challenges
    Barnawi, Ahmed
    Budhiraja, Ishan
    Kumar, Krishan
    Kumar, Neeraj
    Alzahrani, Bander
    Almansour, Amal
    Noor, Adeeb
    NEURAL COMPUTING & APPLICATIONS, 2022, 34 (24) : 21657 - 21676
  • [27] Wireless Intrusion and Attack Detection for 5G Networks using Deep Learning Techniques
    Alenazi, Bayana
    Idris, Hala Eldaw
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2021, 12 (07) : 851 - 856
  • [28] A Hybrid Interweave-Underlay Countrywide Millimeter-Wave Spectrum Access and Reuse Technique for CR Indoor Small Cells in 5G/6G Era
    Saha, Rony Kumer
    SENSORS, 2020, 20 (14) : 1 - 20
  • [29] Advancements in Patch Antenna Design for Sub-6 GHz 5G Smartphone Application: A Comprehensive Review
    Suganya, E.
    Pushpa, T. Anita Jones Mary
    Prabhu, T.
    WIRELESS PERSONAL COMMUNICATIONS, 2024, 137 (04) : 2217 - 2252
  • [30] Cost-Effective Electromagnetic Lens-Assisted Microstrip Patch Antenna Design for Location-Based Services in 5G/6G Technology Radio Frequency Front End
    Shaikh, Muneer Ahmed
    Khuhro, Mansoor Ahmed
    Shaikh, Sarmad Ahmed
    Khatri, Kamlesh Kumar
    INTERNATIONAL JOURNAL OF ONLINE AND BIOMEDICAL ENGINEERING, 2025, 21 (01) : 165 - 175