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On the Feasibility of Low-Cost Wearable Sensors for Multi-Modal Biometric Verification

Jorge Blasco, Pedro Peris-Lopez
2018 Sensors  
In this article, we assess the feasibility of using low-cost wearable sensors—photoplethysmogram (PPG), electrocardiogram (ECG), accelerometer (ACC), and galvanic skin response (GSR)—for biometric verification  ...  Our results showed that the low-cost sensors currently being embedded in many fitness bands and smart-watches can be combined to enable biometric verification.  ...  Acknowledgments: The authors would like to thank the anonymous reviewers for their valuable comments and suggestions to improve the quality of the article.  ... 
doi:10.3390/s18092782 pmid:30149511 fatcat:gjzvvcz5mbgonaamhuddqx6ifi

A Survey of Wearable Biometric Recognition Systems

Jorge Blasco, Thomas M. Chen, Juan Tapiador, Pedro Peris-Lopez
2016 ACM Computing Surveys  
We review and provide a categorization of wearable sensors useful for capturing biometric signals.  ...  Wearables equipped with an array of sensors are able to capture the owner's physiological and behavioural traits, and thus are well suited for biometric authentication to control other devices or access  ...  Acknowledgements This work was partially supported by the MINECO grant TIN2013-46469-R (SPINY) and the CAM Grant S2013/ICE-3095 (CIBERDINE).  ... 
doi:10.1145/2968215 fatcat:z7qa5lyx5bei7ivdbdcvcgkpa4

Personalized breath based biometric authentication with wearable multimodality [article]

Manh-Ha Bui, Viet-Anh Tran, Cuong Pham
2021 arXiv   pre-print
The results demonstrate the suitability of our new hardware for both verification and identification tasks.  ...  In this paper, we show that information that comes from other modalities captured by motion sensors on the chest in addition to audio features could further improve the performance.  ...  Our goal is to make the size of the device miniature for ease of being worn on the user's chest area with low power consumption.  ... 
arXiv:2110.15941v1 fatcat:nc4u4h6uwrhmtl2fjqqcyfajmu

Sensor-based Continuous Authentication of Smartphones' Users Using Behavioral Biometrics: A Contemporary Survey [article]

Mohammed Abuhamad, Ahmed Abusnaina, DaeHun Nyang, David Mohaisen
2020 arXiv   pre-print
The survey provides an overview of the current state-of-the-art approaches for continuous user authentication using behavioral biometrics captured by smartphones' embedded sensors, including insights and  ...  User authentication is a task of paramount importance that grants access to legitimate users at the point-of-entry and continuously through the usage session.  ...  Considering the nature of the data acquisition process on mobile devices, the authors argued that data quality is usually in poor condition due to environmental factors or the utilization of low-cost sensors  ... 
arXiv:2001.08578v2 fatcat:ykt7jpmeefgadil3n3y52z43t4

A Wearable Wrist Band-Type System for Multimodal Biometrics Integrated with Multispectral Skin Photomatrix and Electrocardiogram Sensors

Hanvit Kim, Haena Kim, Se Chun, Jae-Hwan Kang, Ian Oakley, Youryang Lee, Jun Ryu, Min Kim, In Park, Hyuck Hong, Young Jo, Sung-Phil Kim
2018 Sensors  
Multimodal biometrics are promising for providing a strong security level for personal authentication, yet the implementation of a multimodal biometric system for practical usage need to meet such criteria  ...  An additional investigation with a separate MSP sensor, which enhanced contact with the skin, along with ECG reached 0.1% EER and 100% PD . 1 , showing a great potential of our in-house wearable band for  ...  Figure 2 ) is one of the biometrics that can naturally test the liveness of users [29] . ECG is also well suited for continuous verification over a long period of time [30, 31] .  ... 
doi:10.3390/s18082738 pmid:30127306 fatcat:6vvsijiqtzgzlcgovup6e5rsym

Unlock Your Heart: Next Generation Biometric in Resource-Constrained Healthcare Systems and IoT

Nima Karimian, Mark Tehranipoor, Damon Woodard, Domenic Forte
2019 IEEE Access  
With the emergence of the Internet-of-Things, there is a growing need for access control and data protection on low-power, pervasive devices.  ...  In this paper, we discuss the cost versus the utility of biometric systems and investigate frameworks for improving them.  ...  monitor a patient's health with low-cost sensors.  ... 
doi:10.1109/access.2019.2910753 fatcat:j2vvg4wdffemxi5hvclpm5pdci

A Comprehensive Overview of Biometric Fusion [article]

Maneet Singh, Richa Singh, Arun Ross
2019 arXiv   pre-print
The performance of a biometric system that relies on a single biometric modality (e.g., fingerprints only) is often stymied by various factors such as poor data quality or limited scalability.  ...  In addition, the use of information fusion principles for presentation attack detection and multibiometric cryptosystems is also discussed.  ...  Ross was supported by the US National Science Foundation under Grant Numbers 1618518 and 1617466 during the writing of this article.  ... 
arXiv:1902.02919v1 fatcat:4ujumax47vc5hgbddi666fkhda

Lightweight Biometric Sensing for Walker Classification Using Narrowband RF Links

Tong Liu, Zhuo-qian Liang
2017 Sensors  
However, to the best of our knowledge, little literature has been focused on the biometric sensing of walking modality by using RF links.  ...  penetrating obstacles, low cost, low power consumption, and flexible configuration, but also the superiorities of motion-specific sensing and privacy invasiveness.  ...  Walker Verification For walker verification, we fused the sensory outputs of all 16 links from three sensing layers as the biometric feature.  ... 
doi:10.3390/s17122815 pmid:29206188 pmcid:PMC5751503 fatcat:tfay5vvdtzh3bnyg6uuulqgbzy

Activity-aware ECG-based patient authentication for remote health monitoring

Janani C. Sriram, Minho Shin, Tanzeem Choudhury, David Kotz
2009 Proceedings of the 2009 international conference on Multimodal interfaces - ICMI-MLMI '09  
Furthermore, one-time authentication using credentials or trait-based biometrics (e.g., face, fingerprints, iris) do not cover the entire monitoring period and may lead to unauthorized post-authentication  ...  However, perturbation of the ECG signal due to physical activity is a major obstacle in applying the technology in real-world situations.  ...  portable device using wearable ECG sensors. • We demonstrate the feasibility of our patient-authentication scheme with 17 human subjects.  ... 
doi:10.1145/1647314.1647378 dblp:conf/icmi/SriramSCK09 fatcat:mfl3i6gpifaihlhcq4zdbotady

Application Specific Internet of Things (ASIoTs): Taxonomy, Applications, Use Case and Future Directions

Li-Minn Ang, Kah Phooi Seng
2019 IEEE Access  
in the literature; Second, we discuss a use case for a biometrics-based ASIoT (termed IoBioT) for illustration and experiments of face-based biometric recognition on IoBioT are also performed; and Third  ...  An objective of this paper is to spur researchers and facilitate the development of ASIoTs for the different user-defined domains, communication mediums, and technology constrained platforms.  ...  The decision-making in the Bio_DMU depends on the data modality of the biometrics data: (1) Single modality; and (2) Multi-modality.  ... 
doi:10.1109/access.2019.2907793 fatcat:452pgupu7zgpvjt62zv5br7dpm

Hand-based multibiometric systems: state-of-the-art and future challenges

Anum Aftab, Farrukh Aslam Khan, Muhammad Khurram Khan, Haider Abbas, Waseem Iqbal, Farhan Riaz
2021 PeerJ Computer Science  
In this paper, we aim to focus on the existing multibiometric systems that use hand based modalities for the identification of individuals.  ...  We cover the existing multibiometric systems in the context of various feature extraction schemes, along with an analysis of their performance using one of the performance measures used for biometric systems  ...  ADDITIONAL INFORMATION AND DECLARATIONS Funding This project was funded by the National Plan for Science, Technology and Innovation (MAARIFAH), King Abdulaziz City for Science and Technology, Kingdom of  ... 
doi:10.7717/peerj-cs.707 pmid:34712793 pmcid:PMC8507475 fatcat:aejhjsxfbnhtzeiyggynamkbim

Continuous Multimodal Biometric Authentication Schemes: A Systematic Review

Riseul Ryu, Soonja Yeom, Soo-Hyung Kim, David Herbert
2021 IEEE Access  
The study has found that many diverse biometric characteristics are used for multimodal biometric authentication systems.  ...  The review has determined however that there is a lack of comparative analysis on CMBA design in terms of combinations of biometric types (behavioural only, physiological only, or both), machine learning  ...  Combining behavioural biometrics is preferred rather than physiological biometrics alone due to the low implementation cost and non-intrusive collection of such biometric data.  ... 
doi:10.1109/access.2021.3061589 fatcat:7autmcplc5bo3mzsy3at2uolje

AGE: authentication in gadget-free healthcare environments

Tanesh Kumar, An Braeken, Anca Delia Jurcut, Madhusanka Liyanage, Mika Ylianttila
2019 Journal of Special Topics in Information Technology and Management  
We performed formal security verification of our proposed scheme using CDVT /AD tool and our results indicate that the proposed scheme is secure for such smart and gadget-free environments.  ...  One of the key challenges in such gadget-free environments is performing secure user authentication with the intelligent surroundings.  ...  The authors would also like to acknowledge the contribution of the COST Action CA16226 (SHELD-ON).  ... 
doi:10.1007/s10799-019-00306-z fatcat:sl2dclm5z5dedc4vyayh3lxowy

A Survey Study of the Current Challenges and Opportunities of Deploying the ECG Biometric Authentication Method in IoT and 5G Environments

Ahmed Younes Shdefat, Nour Mostafa, Louai Saker, Ahmet Topcu
2021 Indonesian Journal of Electrical Engineering and Informatics (IJEEI)  
This survey aims to demonstrate various aspects related to the implementation of biometric authentication in healthcare monitoring systems based on acquiring vital ECG signals via designated wearable devices  ...  Fingerprinting is used as a biometric method to identify the unique patterns of ridges and valleys on fingers.  ...  However, off-the-person ECG acquisition requires a smaller number of leads and has become more feasible for authentication systems based on ECG signals.  ... 
doi:10.52549/ijeei.v9i2.2890 fatcat:cvfkcwspvbf2hdcawv4xbxpm34

Continuous user authentication using multi-modal biometrics

Hataichanok Saevanee, Nathan Clarke, Steven Furnell, Valerio Biscione
2015 Computers & security  
Based on these findings, a novel architecture of multi-modal biometric authentication on mobile devices is proposed.  ...  This research investigated three behavioural biometric techniques based on SMS texting activities and messages, looking to apply these techniques as a multi-modal biometric authentication method for mobile  ...  video and video processing techniques are used for analysis; Floor Sensor (FS) based gait recognition by placing sensors in the floor that can measure force and using this information for analysis; Wearable  ... 
doi:10.1016/j.cose.2015.06.001 fatcat:as4gtrnngbgmlmcay27kvezeba
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