| Description |
1 online resource (xv, 387 pages) : illustrations (some color) |
| Contents |
Nonconvex Optimization via Joint Norm Relaxed SQP and Filled Function Method with Application to Minimax Two-Channel Linear Phase FIR QMF Bank Design / Bingo Wing-Kuen Ling, Charlotte Yuk-Fan Ho -- Robust Reduced-Rank Adaptive LCMV Beamforming Algorithms Based on Joint Iterative Optimization of Parameters / Rodrigo C. de Lamare -- Designing OFDM Radar Waveform for Target Detection Using Multi-objective Optimization / Satyabrata Sen, Gongguo Tang, Arye Nehorai -- Multi-object Tracking Using Particle Swarm Optimization on Target Interactions / Bogdan Kwolek -- A Comparative Study of Modified BBO Variants and Other Metaheuristics for Optimal Power Allocation in Wireless Sensor Networks / Ilhem Boussaïd, Amitava Chatterjee -- Joint Optimization of Detection and Tracking in Adaptive Radar Systems / Murat Şamil Aslan -- Iterative Design of FIR Filters / Bipul Luitel, Ganesh Kumar Venayagamoorthy -- A Metaheuristic Approach to Two Dimensional Recursive Digital Filter Design / Abhronil Sengupta, Tathagata Chakraborti -- A Survey of Kurtosis Optimization Schemes for MISO Source Separation and Equalization / Marc Castella, Eric Moreau, Vicente Zarzoso -- Swarm Intelligence Techniques Applied to Nonlinear Systems State Estimation / Hadi Nobahari, Alireza Sharifi -- Heuristic Optimal Design of Multiplier-less Digital Filter / Shing-Tai Pan, Cheng-Yuan Chang -- Hybrid Correlation-Neural Network Synergy for Gait Signal Classification / Saibal Dutta, Amitava Chatterjee -- Image Denoising Using Wavelets: Application in Medical Imaging / Abdeldjalil Ouahabi -- Signal Separation with A Priori Knowledge Using Sparse Representation / Yu Guo, Su Ruan -- Definition of a Discrete Color Monogenic Wavelet Transform / Raphael Soulard, Philippe Carré -- On Image Matching and Feature Tracking for Embedded Systems: A State-of-the-Art / Edwige E. Pissaloux, Steve Maybank |
| Summary |
There have been significant developments in the design and application of algorithms for both one-dimensional signal processing and multidimensional signal processing, namely image and video processing, with the recent focus changing from a step-by-step procedure of designing the algorithm first and following up with in-depth analysis and performance improvement to instead applying heuristic-based methods to solve signal-processing problems. In this book the contributing authors demonstrate both general-purpose algorithms and those aimed at solving specialized application problems, with a special emphasis on heuristic iterative optimization methods employing modern evolutionary and swarm intelligence based techniques. The applications considered are in domains such as communications engineering, estimation and tracking, digital filter design, wireless sensor networks, bioelectric signal classification, image denoising, and image feature tracking. The book presents interesting, state-of-the-art methodologies for solving real-world problems and it is a suitable reference for researchers and engineers in the areas of heuristics and signal processing |
| Analysis |
Computer science |
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Artificial intelligence |
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Computer engineering |
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Computational Intelligence |
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Electrical Engineering |
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computerwetenschappen |
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computer sciences |
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computational science |
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kunstmatige intelligentie |
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elektrotechniek |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Notes |
Includes index |
| Bibliography |
Includes bibliographical references and index |
| Notes |
English |
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Print version record |
| Subject |
Signal processing -- Digital techniques -- Data processing
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Electronic Data Processing
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Signal Processing, Computer-Assisted
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COMPUTERS -- Information Theory.
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TECHNOLOGY & ENGINEERING -- Signals & Signal Processing.
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Signal processing -- Digital techniques -- Data processing
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| Form |
Electronic book
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| Author |
Chatterjee, Amitava.
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Nobahari, Hadi
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Siarry, Patrick.
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| ISBN |
9783642378805 |
|
3642378803 |
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364237879X |
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9783642378799 |
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