ECG-Based Authentication Using Timing-Aware Domain-Specific Architecture

Cordeiro, Renato; Gajaria, Dhruv; Limaye, Ankur; Adegbija, Tosiron; Karimian, Nima; Tehranipoor, Fatemeh

doi:10.1109/tcad.2020.3012169

Cited by 20 publications

(5 citation statements)

References 31 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…It addresses the usability limitations, lack of humanization, lack of interest, and emotional care observed in conventional products of a similar nature. The design meets the actual needs of users for this product in the foreseeable future [28][29][30].…”

Section: Product Layer Designmentioning

confidence: 92%

“…It addresses the usability limitations, l manization, lack of interest, and emotional care observed in conventional pro similar nature. The design meets the actual needs of users for this product i seeable future [28][29][30]. When users see the camera, screen, speaker port, and printing area, their first impression may not entirely grasp the nature of the product.…”

Section: Product Layer Designmentioning

confidence: 93%

See 1 more Smart Citation

Evaluation of a Smart Audio System Based on the ViP Principle and the Analytic Hierarchy Process Human–Computer Interaction Design

Huang,

Li,

Sadad

2024

Applied Sciences

View full text Add to dashboard Cite

The current limitations of user–product interaction with smart speakers have spurred the proposal of a model to circumvent these challenges. We used the ViP design principle to redefine the user’s approach to interacting with the product. Throughout the deconstruction and design stages, we explored the structure and function of the conventional product across three layers: the product layer, interaction layer, and context layer using three models. We used the hierarchical analysis method to effectively quantify the design factors affecting user experience and identify the key design factors. This approach enabled us to contextualize the smart audio system, explore the interaction dynamics between the product and the user, and provide valuable insights on designing new products. A questionnaire method was used to survey 67 users, and a reliability test was conducted to ensure the validity of the questionnaire v (Cronbach’s coefficient α = 0.868). A pairwise comparison of factors was conducted on a 1–9 scale, with weights determined through the analytic hierarchy process (AHP). The combination of the ViP design principle and hierarchical analysis presents a novel and objective paradigm to guide designers to customize product characteristics (design attributes) to enhance user human–computer interaction experience. We validated the feasibility of the innovative design approach using the smart speaker model, offering insights for research on designing similar products.

show abstract

Section: Product Layer Designmentioning

confidence: 92%

Section: Product Layer Designmentioning

confidence: 93%

Evaluation of a Smart Audio System Based on the ViP Principle and the Analytic Hierarchy Process Human–Computer Interaction Design

Huang,

Li,

Sadad

2024

Applied Sciences

View full text Add to dashboard Cite

show abstract

“…The structure of Band-pass filter comprises of both a high-pass and low-pass filter. In [ 77 ], bandpass filter is used to remove muscle noise and baseline wander from ECG.…”

Section: Data Pre-processingmentioning

confidence: 99%

A Survey on Physiological Signal-Based Emotion Recognition

Ahmad

Khan

2022

Bioengineering

View full text Add to dashboard Cite

Physiological signals are the most reliable form of signals for emotion recognition, as they cannot be controlled deliberately by the subject. Existing review papers on emotion recognition based on physiological signals surveyed only the regular steps involved in the workflow of emotion recognition such as pre-processing, feature extraction, and classification. While these are important steps, such steps are required for any signal processing application. Emotion recognition poses its own set of challenges that are very important to address for a robust system. Thus, to bridge the gap in the existing literature, in this paper, we review the effect of inter-subject data variance on emotion recognition, important data annotation techniques for emotion recognition and their comparison, data pre-processing techniques for each physiological signal, data splitting techniques for improving the generalization of emotion recognition models and different multimodal fusion techniques and their comparison. Finally, we discuss key challenges and future directions in this field.

show abstract

“…The structure of Band-pass filter comprises of both a high-pass and low-pass filter. In [68], bandpass filter is used to remove muscle noise and baseline wander from ECG.…”

Section: B Ecg Preprocessingmentioning

confidence: 99%

A Survey on Physiological Signal Based Emotion Recognition

Ahmad¹,

Khan²

2022

Preprint

View full text Add to dashboard Cite

Physiological Signals are the most reliable form of signals for emotion recognition, as they cannot be controlled deliberately by the subject. Existing review papers on emotion recognition based on physiological signals surveyed only the regular steps involved in the workflow of emotion recognition such as preprocessing, feature extraction, and classification. While these are important steps, such steps are required for any signal processing application. Emotion recognition poses its own set of challenges that are very important to address for a robust system. Thus, to bridge the gap in the existing literature, in this paper, we review the effect of inter-subject data variance on emotion recognition, important data annotation techniques for emotion recognition and their comparison, data preprocessing techniques for each physiological signal, data splitting techniques for improving the generalization of emotion recognition models and different multimodal fusion techniques and their comparison. Finally we discuss key challenges and future directions in this field.

show abstract

ECG-Based Authentication Using Timing-Aware Domain-Specific Architecture

Cited by 20 publications

References 31 publications

Evaluation of a Smart Audio System Based on the ViP Principle and the Analytic Hierarchy Process Human–Computer Interaction Design

Evaluation of a Smart Audio System Based on the ViP Principle and the Analytic Hierarchy Process Human–Computer Interaction Design

A Survey on Physiological Signal-Based Emotion Recognition

A Survey on Physiological Signal Based Emotion Recognition

Contact Info

Product

Resources

About