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This Special Issue contains a series of excellent research works on telecommunications and signal processing, selected from the 2018 41st International Conference on Telecommunications and Signal Processing (TSP) which was held on July 4–6, 2018, in Athens, Greece. The conference was organized in cooperation with the IEEE Region 8 (Europe, Middle East, and Africa), IEEE Greece Section, IEEE Czechoslovakia Section, and IEEE Czechoslovakia Section SP/CAS/COM Joint Chapter by seventeen universities from the Czech Republic, Hungary, Turkey, Taiwan, Japan, Slovak Republic, Spain, Bulgaria, France, Slovenia, Croatia, and Poland, for academics, researchers, and developers, and serves as a premier international forum for the annual exchange and promotion of the latest advances in telecommunication technology and signal processing. The aim of the conference is to bring together both novice and experienced scientists, developers, and specialists, to meet new colleagues, collect new ideas, and establish new cooperation between research groups from universities, research centers, and private sectors worldwide. This collection of 10 papers is highly recommended for researchers, and believed to be interesting, inspiring, and motivating for readers in their further research.

similarity measure --- dynamic time warping --- n/a --- Least Absolute Shrinkage and Selection Operator (LASSO) --- multispectral information --- transmission convergence layer --- 3D segmentation --- micrographia --- MATLAB --- neural network --- wireless communication --- identification --- interference alignment --- Parkinson’s disease dysgraphia --- NG-PON2 --- timing --- GPON --- semantic segmentation --- fractional-order filters --- maximum likelihood criterion --- kinematic analysis --- multitemporal data --- fractional calculus --- multi-hop relay network --- u-net --- interference leakage --- Richardson iteration --- activation process --- acoustic analysis --- follow-up study --- fractional-order derivative --- electrocardiogram (ECG) --- deep learning --- security --- modulo M quasi-stationary --- cognitive radio --- low-pass filters --- time-interleaved analog-to-digital converter (TIADC) --- sample-and-hold (S/H) mismatch --- authentication --- pattern recognition --- online handwriting --- sparse inference --- Taylor series --- EPON --- open-source --- spine --- machine learning --- brain --- signal representation --- magnitude responses --- Chebyshev filters --- XG-PON --- phonation --- hypokinetic dysarthria --- Parkinson’s disease --- overcomplete multi-scale dictionary construction --- Parkinson's disease dysgraphia --- Parkinson's disease