Energy efficient data aggregation and improved prediction in cooperative surveillance system through Machine Learning and Particle Swarm based Optimization.
Neethu Maria JohnNeena JosephNimmymol ManuelSruthy EmmanuelSimy Mary KurianPublished in: EAI Endorsed Trans. Energy Web (2022)
Keyphrases
- data aggregation
- particle swarm
- energy efficient
- surveillance system
- wireless sensor networks
- optimization method
- machine learning
- particle swarm optimization
- particle swarm optimization algorithm
- sensor networks
- optimization methods
- energy consumption
- evolutionary algorithm
- video surveillance
- multi objective
- data dissemination
- swarm intelligence
- pso algorithm
- background subtraction
- genetic algorithm
- base station
- differential evolution
- multi hop
- optimization algorithm
- global optimization
- simulated annealing
- hybrid algorithm
- particle swarm optimization pso
- data collection
- fitness function
- data sets
- artificial intelligence
- computer vision
- cluster head
- optimization problems
- sensor nodes
- object tracking
- convergence speed
- routing algorithm
- computational intelligence
- evolutionary computation
- routing protocol
- metaheuristic