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Signal processing
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Signal Processing Theories
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Acoustic Signal ProcessingAudio CodingAudio Signal ProcessingBiomedical Signal ProcessingCompressive Sensing
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Information Theory Signal Processing
1947 - 1976
During this period, signal processing matured as a synthesis of information-theoretic thinking, transform-domain representations, and adaptive estimation. The dominant patterns included quantifying information content, optimizing coding and transmission limits, unifying linear filtering with state-space perspectives, and developing fast algorithms for spectral analysis. A cohesive DSP paradigm emerged that bridged communications, estimation, and pattern recognition, enabling practical real-time processing on emerging digital hardware.
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Wavelet-based Multiresolution Processing
1977 - 1994
Sparsity-Driven Multichannel Signal Processing
1995 - 2001
Sparse Signal Reconstruction
2002 - 2008
Convex Sparse and Low-Rank
2009 - 2015
Hybrid Model-Driven Signal Processing
2016 - 2018
Long-Sequence Transformer Signal Processing
2019 - 2025