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Article

Enhancing Security of Telemedicine Data: A Multi-Scroll Chaotic System for ECG Signal Encryption and RF Transmission

by
José Ricardo Cárdenas-Valdez
1,
Ramón Ramírez-Villalobos
1,
Catherine Ramirez-Ubieta
1 and
Everardo Inzunza-Gonzalez
2,*
1
Instituto Tecnológico de Tijuana, Tecnológico Nacional de México, Tijuana 22435, Baja California, Mexico
2
Facultad de Ingeniería Arquitectura y Diseño, Universidad Autónoma de Baja California, Carret. Tijuana-Ensenada No. 3917, Ensenada 22860, Baja California, Mexico
*
Author to whom correspondence should be addressed.
Entropy 2024, 26(9), 787; https://doi.org/10.3390/e26090787
Submission received: 24 July 2024 / Revised: 8 September 2024 / Accepted: 11 September 2024 / Published: 14 September 2024

Abstract

Protecting sensitive patient data, such as electrocardiogram (ECG) signals, during RF wireless transmission is essential due to the increasing demand for secure telemedicine communications. This paper presents an innovative chaotic-based encryption system designed to enhance the security and integrity of telemedicine data transmission. The proposed system utilizes a multi-scroll chaotic system for ECG signal encryption based on master–slave synchronization. The ECG signal is encrypted by a master system and securely transmitted to a remote location, where it is decrypted by a slave system using an extended state observer. Synchronization between the master and slave is achieved through the Lyapunov criteria, which ensures system stability. The system also supports Orthogonal Frequency Division Multiplexing (OFDM) and adaptive n-quadrature amplitude modulation (n-QAM) schemes to optimize signal discretization. Experimental validations with a custom transceiver scheme confirmed the system’s effectiveness in preventing channel overlap during 2.5 GHz transmissions. Additionally, a commercial RF Power Amplifier (RF-PA) for LTE applications and a development board were integrated to monitor transmission quality. The proposed encryption system ensures robust and efficient RF transmission of ECG data, addressing critical challenges in the wireless communication of sensitive medical information. This approach demonstrates the potential for broader applications in modern telemedicine environments, providing a reliable and efficient solution for the secure transmission of healthcare data.
Keywords: chaotic system; multimedia data encryption; ECG; E-healthcare; H-IoT; IoT; IoMT network; RF; signal encryption; telemedicine chaotic system; multimedia data encryption; ECG; E-healthcare; H-IoT; IoT; IoMT network; RF; signal encryption; telemedicine

Share and Cite

MDPI and ACS Style

Cárdenas-Valdez, J.R.; Ramírez-Villalobos, R.; Ramirez-Ubieta, C.; Inzunza-Gonzalez, E. Enhancing Security of Telemedicine Data: A Multi-Scroll Chaotic System for ECG Signal Encryption and RF Transmission. Entropy 2024, 26, 787. https://doi.org/10.3390/e26090787

AMA Style

Cárdenas-Valdez JR, Ramírez-Villalobos R, Ramirez-Ubieta C, Inzunza-Gonzalez E. Enhancing Security of Telemedicine Data: A Multi-Scroll Chaotic System for ECG Signal Encryption and RF Transmission. Entropy. 2024; 26(9):787. https://doi.org/10.3390/e26090787

Chicago/Turabian Style

Cárdenas-Valdez, José Ricardo, Ramón Ramírez-Villalobos, Catherine Ramirez-Ubieta, and Everardo Inzunza-Gonzalez. 2024. "Enhancing Security of Telemedicine Data: A Multi-Scroll Chaotic System for ECG Signal Encryption and RF Transmission" Entropy 26, no. 9: 787. https://doi.org/10.3390/e26090787

APA Style

Cárdenas-Valdez, J. R., Ramírez-Villalobos, R., Ramirez-Ubieta, C., & Inzunza-Gonzalez, E. (2024). Enhancing Security of Telemedicine Data: A Multi-Scroll Chaotic System for ECG Signal Encryption and RF Transmission. Entropy, 26(9), 787. https://doi.org/10.3390/e26090787

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