On the Design Principles for Deep Learning-based Wireless Data Collection and Channel Estimation.
Yongjun AhnJinhong KimByonghyo ShimPublished in: ICTC (2022)
Keyphrases
- design principles
- deep learning
- channel estimation
- data collection
- wireless communication
- ofdm system
- communication systems
- wireless channels
- fading channels
- multipath
- wireless sensor networks
- physical layer
- unsupervised learning
- machine learning
- wireless networks
- bit error rate
- software engineering
- sensor networks
- estimation algorithm
- data analysis
- design patterns
- weakly supervised
- database design
- user interface
- computer simulation
- end to end
- image processing
- mental models
- routing algorithm
- learning algorithm
- design process
- computer systems
- image segmentation
- management system
- feature selection
- data mining
- pairwise
- maximum likelihood
- communication networks
- energy consumption
- real world
- supervised learning