Encryption of ECG signals for telemedicine applications

Algarni, Abeer D.; Soliman, Naglaa F.; Abdallah, Hanaa A.; El‐Samie, Fathi E. Abd

doi:10.1007/s11042-020-09369-5

Cited by 37 publications

(19 citation statements)

References 50 publications

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“…e SSIM is a measure of the structural similarity between two signals [29], initially considered for images [58]. It is given by…”

Section: Structural Similarity Index (Ssim)mentioning

confidence: 99%

“…e LLR gives an estimation on the quality of encryption [29,[59][60][61]. It is based on the assumption that the segment can be represented by a p-th order all-pole linear predictive coding model Input: An encrypted signal E enc of length ℓ. e key values of two chaotic maps of the form ( 14), x 0 , A 1 , B 1 , C 1 and y 0 , A 2 , B 2 , C 2 .…”

Section: Log-likelihood Ratio (Llr)mentioning

confidence: 99%

“…e SNR is defined as [29,60]: e correlation coefficient [29] between the original and encrypted (or modulated) signals is computed as:…”

Section: Signal To Noise Ratio (Snr)mentioning

confidence: 99%

“…In this work, the encryption of electrophysiological signals [28][29][30][31][32][33] is considered. To do so, first, a pseudorandom bit generator (PRBG) is designed using the values of the chaotic map.…”

Section: Introductionmentioning

confidence: 99%

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A New Fractional‐Order Map with Infinite Number of Equilibria and Its Encryption Application

et al. 2022

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The study of the chaotic dynamics in fractional-order discrete-time systems has received great attention over the last years. Some efforts have been also devoted to analyze fractional maps with special features. This paper makes a contribution to the topic by introducing a new fractional map that is characterized by both particular dynamic behaviors and specific properties related to the system equilibria. In particular, the conceived one dimensional map is algebraically simpler than all the proposed fractional maps in the literature. Using numerical simulation, we investigate the dynamic and complexity of the fractional map. The results indicate that the new one-dimensional fractional map displays various types of coexisting attractors. The approximate entropy is used to observe the changes in the sequence sequence complexity when the fractional order and system parameter. Finally, the fractional map is applied to the problem of encrypting electrophysiological signals. For the encryption process, random numbers were generated using the values of the fractional map. Some statistical tests are given to show the performance of the encryption.

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“…e SSIM is a measure of the structural similarity between two signals [29], initially considered for images [58]. It is given by…”

Section: Structural Similarity Index (Ssim)mentioning

confidence: 99%

Section: Log-likelihood Ratio (Llr)mentioning

confidence: 99%

“…e SNR is defined as [29,60]: e correlation coefficient [29] between the original and encrypted (or modulated) signals is computed as:…”

Section: Signal To Noise Ratio (Snr)mentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

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A New Fractional‐Order Map with Infinite Number of Equilibria and Its Encryption Application

et al. 2022

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“…Algarni et al [ 15 ] had proposed an ECG based cryptosystem which is used in telemedicine. High speech masking signals were used to fuse the original ECG signals.…”

Section: Related Workmentioning

confidence: 99%

Pivotal “New Normal” Telemedicine: secured psychiatric homeopathy medicine transmission in Post-COVID

Dey

2021

Int. j. inf. tecnol.

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In this Post-COVID-19 “New Normal” era, the importance of Telemedicine is immense. In telemedicine, the patients’ sensitive medical data security is the matter of highest demands. There exists data transmission between the psychiatric patients and psychiatrists through web-based portal. Cryptography is the essential component where medical data is transmitted securely. Insomnia, Depression, Mood swings, Fear of death, etc are the common mental conditions observed in this COVID-19 pandemic. A symmetric key based on randomization of numbers were generated by a reliable and third party Key Distribution Centre. A set of robust binary sequences of 128 bits long were generated, known as secret session keys, and will be transported to both the parties. The web-portal will capture all the patients’ symptoms. Then homeopathy E-Prescriptions would be generated by the psychiatrists. This transmission of E-Prescription would be done using the proposed secret session key using Advanced Encryption Standards. Ignatia, Natrum Sulphuricum, Aconite, Arsenicum Album, Belladonna, etc are the important homeopathy medicines as prescribed by the homeopathy psychiatrists in COVID-19. Mathematical calculations were done on this proposed technique with positive efficacy. Hence, homeopathy telemedicine is the pivotal way to cure psychiatric patients remotely in this Post-COVID-19 “New Normal” context.

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An ECG Signal Encryption and Classification Utilizing Advanced Encryption Standard and Support Vector Machine

Sumathi¹,

Ganesh²

2022

Advances in Intelligent Systems and Computing

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Encryption of ECG signals for telemedicine applications

Cited by 37 publications

References 50 publications

A New Fractional‐Order Map with Infinite Number of Equilibria and Its Encryption Application

A New Fractional‐Order Map with Infinite Number of Equilibria and Its Encryption Application

Pivotal “New Normal” Telemedicine: secured psychiatric homeopathy medicine transmission in Post-COVID

An ECG Signal Encryption and Classification Utilizing Advanced Encryption Standard and Support Vector Machine

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