Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  propose a new compressive sensing scheme, based on codes of graphs, that allows for joint design of sensing matrices and low complexity reconstruction algorithms. The compressive sensing matrices can be shown to offer asymptotically optimal performance when used in combination with OMP methods. For more elaborate greedy reconstruction schemes,  propose a new family of list decoding and multiple-basis belief propagation algorithms. Our simulation results indicate that the proposed CS scheme offers good complexity-performance tradeoffs for several classes of sparse signals.
['Hoa Vinh Pham', 'Wei Dai', 'Olgica Milenkovic']
I am writing a research paper on a idea Sublinear compressive sensing reconstruction via belief propagation decoding
[{"from": "human", "value": "I am writing a research paper on a idea Sublinear compressive sensing reconstruction via belief propagation decoding"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  propose a new compressive sensing scheme, based on codes of graphs, that allows for joint design of sensing matrices and low complexity reconstruction algorithms. The compressive sensing matrices can be shown to offer asymptotically optimal performance when used in combination with OMP methods. For more elaborate greedy reconstruction schemes,  propose a new family of list decoding and multiple-basis belief propagation algorithms. Our simulation results indicate that the proposed CS scheme offers good complexity-performance tradeoffs for several classes of sparse signals."}]