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This dissertation explores the application of Gaussian processes for positioning using radio signal strength measurements. It addresses the estimation of unknown parameters in statistical signal processing, with a focus on improving positioning accuracy in indoor environments and autonomous systems. The work involves modeling the relationship between positions and radio signal strengths, employing methods such as sequential Monte Carlo, particle filtering, and smoothing. The research also establishes Cramér-Rao bounds as benchmarks for positioning accuracy and compares different positioning scenarios. Additionally, the dissertation discusses applications in sports analytics and proposes a grey-box modeling approach for analyzing forces in cross-country skiing. The intended audience includes researchers and professionals in statistical signal processing and related fields.

Indoor positioning systems (Wireless localization) --- Gaussian processes.

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This book constitutes the proceedings of the 12th International Conference on Bio-inspired Computing: Theories and Applications, BIC-TA 2017, held in Harbin, China, December 2017. The 50 full papers presented were selected from 143 submissions. The papers deal with studies abstracting computing ideas such as data structures, operations with data, ways to control operations, computing models from living phenomena or biological systems such as evolution, cells, tissues, neural networks, immune systems, and ant colonies.

Computer science. --- Algorithms. --- Artificial intelligence. --- Computer simulation. --- Computer Science. --- Artificial Intelligence (incl. Robotics). --- Algorithm Analysis and Problem Complexity. --- Simulation and Modeling. --- Computer software. --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Fifth generation computers --- Neural computers --- Software, Computer --- Computer systems --- Artificial Intelligence. --- Algorism --- Algebra --- Arithmetic --- Foundations

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