Concepedia

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Signal processing

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Signal Processing Theories

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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.

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