A Hardware-Oriented QAM Demodulation Method Driven by AW-SOM Machine Learning.
Lorenzo CaneseGian Carlo CardarilliLuca Di NunzioRocco FazzolariMarco ReSergio SpanòPublished in: ACSSC (2023)
Keyphrases
- machine learning
- objective function
- learning algorithm
- machine learning methods
- preprocessing
- machine learning algorithms
- cost function
- computational cost
- data sets
- probabilistic model
- neural gas
- classification method
- self organizing maps
- low cost
- high accuracy
- support vector machine
- experimental evaluation
- pairwise
- similarity measure
- computer vision
- neural network
- dynamic programming
- significant improvement
- level set
- computer systems
- detection method
- feature vectors
- high precision
- statistical methods
- competitive learning