Cluster Computing, Journal Year: 2024, Volume and Issue: 27(10), P. 14811 - 14834
Published: Aug. 3, 2024
Language: Английский
Cluster Computing, Journal Year: 2024, Volume and Issue: 27(10), P. 14811 - 14834
Published: Aug. 3, 2024
Language: Английский
Wireless Personal Communications, Journal Year: 2024, Volume and Issue: 137(4), P. 2167 - 2197
Published: Aug. 1, 2024
Language: Английский
Citations
4Mathematical Biosciences & Engineering, Journal Year: 2024, Volume and Issue: 21(3), P. 3473 - 3497
Published: Jan. 1, 2024
Recent advances in smartphones and remote monitoring based on the Internet of Things (IoT) have enabled improved multidimensional intelligent services. The advent IoT-based wearable multimedia sensors has prevented millions mishapsthrough seamless systematic monitoring. An system is composed several sensor devices to measure vital signs, fall detection, energy consumption, visual recognition. As data collected by are transmitted cloud storage through Internet, security a major concern when transmitting from locations. To improve prediction accuracy, this study, we proposed smart secure IoT for homes backed up grid supervisory control acquisition (SCADA). employs state-of-the-art microcontrollers hardware integrates them manner that significantly affects accuracy speed entire system. Furthermore, information gathered securely transferred private channels stored cloud, which can be accessed authentically reliably using an built into application. output was extensively compared terms power consumption delivery ratio, were values with sequence numbers. comparative analysis demonstrated approach provides increased better security. Hence, powerefficient prototype model monitors home environment real time serves as early warning critical situations.
Language: Английский
Citations
3Telecommunication Systems, Journal Year: 2025, Volume and Issue: 88(1)
Published: Feb. 18, 2025
Language: Английский
Citations
0IETE Journal of Research, Journal Year: 2025, Volume and Issue: unknown, P. 1 - 16
Published: Feb. 25, 2025
Language: Английский
Citations
0IEEE Sensors Journal, Journal Year: 2024, Volume and Issue: 24(10), P. 16450 - 16466
Published: April 12, 2024
Reliable water quality monitoring requires on-site processing and assessment of data in near real-time. This helps to promptly detect changes quality, prevent biodiversity loss, safeguard the health well-being communities, mitigate agricultural problems. To this end, we proposed a Highway-Bidirectional Long Short-term Memory (Highway-BiLSTM)-based classification tool for potential integration into an edge-enabled system facilitate classification. The performance classifier was validated by comparing it with several baseline classifiers. outperformed terms accuracy, precision, sensitivity, F1-score, confusion matrix. Specifically, surpassed random forest (RF) 2% F1-score. Moreover, achieved increase 4% F1-score classifying compared Gradient Boosting classifier. Additionally, method has 3% precision support vector machine (SVM) artificial neural network (ANN) 1% Finally, demonstrated rare errors accurately complex samples. These findings suggest that our could be used effectively classify aid accurate decision making environmental management.
Language: Английский
Citations
3IEEE Sensors Journal, Journal Year: 2023, Volume and Issue: 23(22), P. 27967 - 27983
Published: Oct. 12, 2023
Internet-of-Things (IoT)-enabled wireless body area networks (WBANs) are resource-constrained in nature (energy, bandwidth, and time-slot resources); hence, their performance healthcare monitoring often deteriorates as the number of active IoT devices sharing network increases. Consequently, improving efficiency IoT-enabled WBAN systems is essential for monitoring. Hence, we propose an energy-efficient multichannel hybrid medium access control (MAC) (MC-HYMAC) protocol that combines benefits carrier sense multiple with collision avoidance (CSMA/CA) time division (TDMA) protocols to improve overall systems. We also proposed adaptive power scheme, management channel utilization mechanism, dynamic back-off policy efficiency. In addition, applied a finite-state discrete-time Markov model determine traffic arrival pattern analyze transition states biomedical facilitate optimal decision-making enhanced network. Standard metrics, such energy efficiency, throughput, delay, packet drop ratio, lifetime, were used evaluate compare existing MAC protocols.
Language: Английский
Citations
7IEEE Access, Journal Year: 2024, Volume and Issue: 12, P. 122918 - 122928
Published: Jan. 1, 2024
Language: Английский
Citations
1Digital Communications and Networks, Journal Year: 2024, Volume and Issue: unknown
Published: Dec. 1, 2024
Language: Английский
Citations
1International journal of electrical and computer engineering systems, Journal Year: 2024, Volume and Issue: 15(2), P. 155 - 162
Published: Feb. 23, 2024
During disaster scenarios, effective communication systems are essential for coordinating emergency response efforts and ensuring the safety of affected individuals. However, existing protocols often face challenges in providing reliable efficient these highly dynamic resource-constrained environments. To overcome a novel energy-efficient priority protocol namely PrioriNet technique which specifically tailored urban earthquake scenarios. The focuses on prioritizing transmission data packets to ensure their prompt delivery, while appropriately managing normal packets. prioritizes messages as high low allocate them energy nodes efficiently. experimental results indicates that suggested performs better than LEACH terms consumption, network coverage, packet delivery ratio, throughput. In demonstrates throughputs between 0.3 Mbps 1.2 Mbps, whereas proposed method consistently outperforms with ranging from 0.7 1.8 respectively.
Language: Английский
Citations
0Published: March 15, 2024
Wireless Body Area Networks (WBANs) have revolutionized wearable sensor use for swift medical diagnosis and treatment. This study underscores the need robust solutions to protect user privacy authentication security during wireless health data exchange. Operating in an environment where devices consistently collect private data, WBAN s highlight importance of preservation. Integrating WBANs with privacy-preserving methods anonymous allows users confidently share without compromising identities. These builds trust. For secure information sharing between patients doctors, work introduces mechanism, considering computational communication costs. The approach's effectiveness is validated using Cygwin software tool, offering a pathway considerate future healthcare monitoring. research contributes evolving landscape exchange context ofWBANs.
Language: Английский
Citations
0