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@article{Li2015RobustOB, title={Robust One-Bit Bayesian Compressed Sensing with Sign-Flip Errors}, author={Fuwei Li and Jun Fang and Hongbin Li and Lei Huang}, journal={IEEE Signal Processing Letters}, year={2015}, volume={22}, pages={857-861} }

- Published 2015 in IEEE Signal Processing Letters
DOI:10.1109/LSP.2014.2373380

We consider the problem of sparse signal recovery from one-bit measurements. Due to the noise present in the acquisition and transmission process, some quantized bits may be flipped to their opposite states. These bit-flip errors, also referred to as the sign-flip errors, may result in severe performance degradation. To address this issue, we introduce a robust Bayesian compressed sensing framework to account for sign flip errors. Specifically, sign-flip errors are considered as a result of aâ€¦Â CONTINUE READING

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