Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Cosparse modeling is a recent alternative to sparse modeling, where the notion of dictionary is replaced by that of an analysis operator. When a known analysis operator is ll adapted to describe the signals of interest, the model and associated algorithms can be used to solve inverse problems. Here  show how to derive an operator to model certain classes of signals that satisfy physical laws, such as the heat equation or the wave equation.  illustrate the approach on an acoustic inverse problem with a toy model of wave propagation and discuss its potential extensions and the challenges it raises.
['Sangnam Nam', 'Rémi Gribonval']
I am writing a research paper on a idea Physics-driven structured cosparse modeling for source localization
[{"from": "human", "value": "I am writing a research paper on a idea Physics-driven structured cosparse modeling for source localization"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Cosparse modeling is a recent alternative to sparse modeling, where the notion of dictionary is replaced by that of an analysis operator. When a known analysis operator is ll adapted to describe the signals of interest, the model and associated algorithms can be used to solve inverse problems. Here  show how to derive an operator to model certain classes of signals that satisfy physical laws, such as the heat equation or the wave equation.  illustrate the approach on an acoustic inverse problem with a toy model of wave propagation and discuss its potential extensions and the challenges it raises."}]