Towards an intelligent energy conservation approach for context-aware systems in smart environments DOI Creative Commons
Umar Mahmud, Shariq Hussain,

Tehmina Karamat

et al.

Frontiers in Computer Science, Journal Year: 2024, Volume and Issue: 6

Published: Dec. 19, 2024

A smart personal space is a context-aware system that recognizes situations using contextual data. user interacts within the devices are mobile, and run-on batteries have limited power. This paper proposes Power-Constrained Context-Aware System (PCCA) uses Markov Chain-based pre-classification to predict context change defer processing conserve energy in an intelligent way. new Chain Module added creates history information. enables PCCA for next observation. The results show consumes 37% less power than system.

Language: Английский

Towards an intelligent energy conservation approach for context-aware systems in smart environments DOI Creative Commons
Umar Mahmud, Shariq Hussain,

Tehmina Karamat

et al.

Frontiers in Computer Science, Journal Year: 2024, Volume and Issue: 6

Published: Dec. 19, 2024

A smart personal space is a context-aware system that recognizes situations using contextual data. user interacts within the devices are mobile, and run-on batteries have limited power. This paper proposes Power-Constrained Context-Aware System (PCCA) uses Markov Chain-based pre-classification to predict context change defer processing conserve energy in an intelligent way. new Chain Module added creates history information. enables PCCA for next observation. The results show consumes 37% less power than system.

Language: Английский

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