A Method for UWB Localization Based on CNN-SVM and Hybrid Locating Algorithm.
Zefu GaoYiwen JiaoWenge YangXuejian LiYuxin WangPublished in: Inf. (2023)
Keyphrases
- support vector machine svm
- dynamic programming
- high accuracy
- classification algorithm
- computational cost
- computational complexity
- cost function
- detection algorithm
- preprocessing
- experimental evaluation
- optimization algorithm
- improved algorithm
- classification method
- detection method
- k means
- computationally efficient
- objective function
- clustering method
- significant improvement
- optimization method
- input data
- reduced set
- localization algorithm
- recognition algorithm
- matching algorithm
- estimation algorithm
- single pass
- cellular neural networks
- decision function
- parallel genetic algorithm
- energy function
- segmentation algorithm
- support vector machine
- learning algorithm
- similarity measure
- segmentation method
- tree structure
- training algorithm
- probabilistic model
- optimal solution
- decision forest
- neural network
- localization method
- optimal parameters
- recursive least squares
- decomposition algorithm
- feature space
- svm classifier