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Toward Energy-Oriented Optimization for Green Communication in Sensor Enabled IoT Environments
[EN] One of the major bottlenecks toward realizing IoT systems is the energy constraint of sensors. Prolonging network lifetime is a fundamental issue for implementing IoT systems. The energy optimization problem, being NP-hard in nature for scalable networks, has been addressed in the literature using traditional metaheuristic techniques. Quantum inspired metaheuristics have shown better performance than their traditional counterparts in solving such optimization problems in different domains. Toward this end, this article proposes a quantum inspired green communication framework for Energy Balancing in sensor enabled IoT systems (Q-EBIoT). First, an energy optimization model for sensor enabled IoT environments is presented, where energy consumption is derived as cost of the energy-oriented paths. Second, a quantum computing oriented solution is developed for the optimization problem focusing on energy centric solution representation, measurement, and rotation angle. The proposed solution is implemented to evaluate the comparative performance with the state-of-the-art techniques. The evaluation demonstrates the benefit of the proposed framework in terms of various energy-related metrics for sensor enabled IoT environments.Kumar, S.; Kaiwartya, O.; Rathee, M.; Kumar, N.; Lloret, J. (2020). Toward Energy-Oriented Optimization for Green Communication in Sensor Enabled IoT Environments. IEEE Systems Journal. 14(4):4663-4673. https://doi.org/10.1109/JSYST.2020.29758234663467314
ΠΠ΅ΡΠΎΠ΄ΠΈΠΊΠ° ΡΠ°Π±ΠΎΡΡ Ρ ΡΠ΅ΠΊΡΡΠ°ΠΌΠΈ ΠΏΡΠΈ ΠΈΠ·ΡΡΠ΅Π½ΠΈΠΈ ΠΈΠ½ΠΎΡΡΡΠ°Π½Π½ΠΎΠ³ΠΎ ΡΠ·ΡΠΊΠ° Π΄Π»Ρ ΠΏΡΠΎΡΠ΅ΡΡΠΈΠΎΠ½Π°Π»ΡΠ½ΡΡ ΡΠ΅Π»Π΅ΠΉ
Π ΡΠ΅ΠΎΡΠ΅ΡΠΈΡΠ΅ΡΠΊΠΎΠΉ ΡΠ°ΡΡΠΈ ΠΠΠ Ρ
Π°ΡΠ°ΠΊΡΠ΅ΡΠΈΠ·ΡΡΡΡΡ Π½Π°ΡΡΠ½ΠΎ-ΡΠ΅Ρ
Π½ΠΈΡΠ΅ΡΠΊΠΈΠΉ ΡΠ΅ΠΊΡΡ, Π½Π°ΡΡΠ½Π°Ρ ΡΡΠ°ΡΡΡ, Π° ΡΠ°ΠΊΠΆΠ΅ Π²ΠΈΠ΄Ρ ΠΏΡΠΎΡΠ΅ΡΡΠΈΠΎΠ½Π°Π»ΡΠ½ΠΎ-ΠΎΡΠΈΠ΅Π½ΡΠΈΡΠΎΠ²Π°Π½Π½ΠΎΠ³ΠΎ ΡΡΠ΅Π½ΠΈΡ, Π°ΠΊΡΡΠ°Π»ΡΠ½ΡΠ΅ Π² ΠΊΠΎΠ½ΡΠ΅ΠΊΡΡΠ΅ ΠΌΠ΅ΠΆΠ΄ΠΈΡΡΠΈΠΏΠ»ΠΈΠ½Π°ΡΠ½ΠΎΠ³ΠΎ ΠΏΡΠΎΠ΅ΠΊΡΠ°, ΡΠ΅Π°Π»ΠΈΠ·ΡΠ΅ΠΌΠΎΠ³ΠΎ Π½Π° ΡΠ°Π΄ΠΈΠΎΡΠ΅Ρ
Π½ΠΈΡΠ΅ΡΠΊΠΈΡ
Π½Π°ΠΏΡΠ°Π²Π»Π΅Π½ΠΈΡΡ
Π² ΡΠ΅Ρ
Π½ΠΈΡΠ΅ΡΠΊΠΎΠΌ Π²ΡΠ·Π΅. Π ΠΏΡΠ°ΠΊΡΠΈΡΠ΅ΡΠΊΠΎΠΉ ΡΠ°ΡΡΠΈ ΠΈΡΡΠ»Π΅Π΄ΠΎΠ²Π°Π½ΠΈΡ ΠΎΠΏΠΈΡΡΠ²Π°Π΅ΡΡΡ ΡΠ°Π·ΡΠ°Π±ΠΎΡΠ°Π½Π½Π°Ρ ΠΌΠ΅ΡΠΎΠ΄ΠΈΠΊΠ° Π²Π·Π°ΠΈΠΌΠΎΠ΄Π΅ΠΉΡΡΠ²ΠΈΡ Ρ Π½Π°ΡΡΠ½ΠΎ-ΠΏΡΠΎΡΠ΅ΡΡΠΈΠΎΠ½Π°Π»ΡΠ½ΡΠΌ ΡΠ΅ΠΊΡΡΠΎΠΌ, ΠΎΡΠ½ΠΎΠ²Ρ ΠΊΠΎΡΠΎΡΠΎΠΉ ΡΠΎΡΡΠ°Π²Π»ΡΠ΅Ρ ΠΊΠΎΠΌΠΏΠ»Π΅ΠΊΡ ΡΠΏΡΠ°ΠΆΠ½Π΅Π½ΠΈΠΉ Π΄Π»Ρ ΡΠ°Π·Π²ΠΈΡΠΈΡ ΠΊΠΎΠ½ΠΊΡΠ΅ΡΠ½ΡΡ
ΡΠΌΠ΅Π½ΠΈΠΉ ΡΠ°Π±ΠΎΡΡ Ρ ΡΠ΅ΠΊΡΡΠΎΠΌ, Π° ΡΠ°ΠΊΠΆΠ΅ ΠΏΡΠΈΠ²ΠΎΠ΄ΡΡΡΡ ΡΠ΅Π·ΡΠ»ΡΡΠ°ΡΡ ΡΠΊΡΠΏΠ΅ΡΠΈΠΌΠ΅Π½ΡΠ°Π»ΡΠ½ΠΎΠΉ ΠΏΡΠΎΠ²Π΅ΡΠΊΠΈ Π΄Π°Π½Π½ΠΎΠΉ ΠΌΠ΅ΡΠΎΠ΄ΠΈΠΊ