Compressed acquisition of correlated signals

J.V. Satyanarayana, A.G. Ramakrishnan
2012 2012 National Conference on Communications (NCC)  
Distributed compressed sensing exploits information redundancy, inbuilt in multi-signal ensembles with interas well as intra-signal correlations, to reconstruct undersampled signals. In this paper we revisit this problem, albeit from a different perspective, of taking streaming data, from several correlated sources, as input to a real time system which, without any a priori information, incrementally learns and admits each source into the system.
doi:10.1109/ncc.2012.6176784 fatcat:6kwrtdf4nvf6rolzbisy2vh3be