Exploring High Efficiency Hardware Accelerator for the Key Algorithm of Square Kilometer Array Telescope Data Processing.
Qian WuYongxin ZhuXu WangMengjun LiJunjie HouAli MasoumiPublished in: FCCM (2017)
Keyphrases
- high efficiency
- data processing
- high accuracy
- objective function
- real and synthetic datasets
- cost function
- dynamic programming
- optimization algorithm
- real time
- experimental evaluation
- hardware implementation
- segmentation algorithm
- expectation maximization
- significant improvement
- preprocessing
- matching algorithm
- worst case
- memory space
- hardware architecture
- times faster
- detection algorithm
- parallel implementation
- low cost
- high utility
- programmable logic
- probabilistic model
- computational cost
- data analysis
- computational complexity
- optimal solution
- similarity measure
- learning algorithm