Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Particle filters are computationally intensive and thus efficient parallelism is crucial to effective implementations, especially visual tracking in video sequences. Two schemes for pipelining data under high performance computing environment, including an alternative MCMC resampling algorithm, are proposed so as to improve diversity of resampling and minimize execution time. Experimental results on a network of workstations composed of simple off-theshelf hardware components show that global parallelizable scheme provides a promising resolution to clearly reduce execution time with increasing particles, compared with generic particle filtering.
['Danling Wang', 'Qin Zhang', 'John Morris']
I am writing a research paper on a idea Distributed Markov Chain Monte Carlo Particle Filtering
[{"from": "human", "value": "I am writing a research paper on a idea Distributed Markov Chain Monte Carlo Particle Filtering"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Particle filters are computationally intensive and thus efficient parallelism is crucial to effective implementations, especially visual tracking in video sequences. Two schemes for pipelining data under high performance computing environment, including an alternative MCMC resampling algorithm, are proposed so as to improve diversity of resampling and minimize execution time. Experimental results on a network of workstations composed of simple off-theshelf hardware components show that global parallelizable scheme provides a promising resolution to clearly reduce execution time with increasing particles, compared with generic particle filtering."}]