By Bingo Wing-Kuen Ling, Charlotte Yuk-Fan Ho (auth.), Amitava Chatterjee, Hadi Nobahari, Patrick Siarry (eds.)
There were major advancements within the layout and alertness of algorithms for either one-dimensional sign processing and multidimensional sign processing, particularly photo and video processing, with the new concentration altering from a step by step method of designing the set of rules first and following up with in-depth research and function development to as an alternative utilizing heuristic-based the right way to clear up signal-processing difficulties.
In this booklet the contributing authors show either general-purpose algorithms and people geared toward fixing really good software difficulties, with a distinct emphasis on heuristic iterative optimization tools making use of sleek evolutionary and swarm intelligence established concepts. The functions thought of are in domain names reminiscent of communications engineering, estimation and monitoring, electronic clear out layout, instant sensor networks, bioelectric sign class, photo denoising, and photograph function monitoring.
The publication offers fascinating, cutting-edge methodologies for fixing real-world difficulties and it's a appropriate reference for researchers and engineers within the parts of heuristics and sign processing.
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Extra info for Advances in Heuristic Signal Processing and Applications
12) where • φ l (n) = [φl0 (n), φl1 (n), . . , φl(Nβ −1) (n)]T represents an equivalent sparsitybased modeling of φ l (n); • ζ l = [ζl0 , ζl1 , . . , ζli = xlp 0 if i = p, otherwise. 12) and following the approach presented in Sect. 14) where • = [(A (0))T . . (A (N − 1))T ]T is an LN × LNβ sparse-measurement matrix containing all the viable Doppler information in terms of the L × LNβ dimensional matrices (n) = blkdiag(φ 0 (n)T , φ 1 (n)T , . . , φ L−1 (n)T ); • ζ = [ζ T0 , ζ T1 , . . , ζ TL−1 ]T is an LNβ × 1 sparse-vector that has LP nonzero entries representing the scattering coefficients of the target along all the P received paths and L subcarriers.
Optim. Appl. (2005) 31. : A hybrid descent method for global optimization. J. Glob. Optim. (2004) 32. : A hybrid method for the design of oversampled uniform DFT filter banks. Signal Process. (2006) 33. : New filled functions for nonsmooth global optimization. Appl. Math. Model. (2009) 34. : A new norm-relaxed SQP algorithm with global convergence. Appl. Math. Lett. (2010) Chapter 2 Robust Reduced-Rank Adaptive LCMV Beamforming Algorithms Based on Joint Iterative Optimization of Parameters Rodrigo C.
However, instead of using the standard DS, in this work we employ a collection of multiple small DS that exploits more prior structures of the sparse vector and provides improved performances both in terms of computational-time and estimation-accuracy . Next, we propose to optimally design the spectral-parameters of the transmitting OFDM waveform for the next coherent processing interval in order to improve the system performance. We formulate and solve a constrained MOO problem [11, 17, 33, 57] that simultaneously optimizes three objective functions.