TDOA passive localization based on CRLB in Matlab. When the available sensor locations have random errors, using a calibration transmitter with a precisely known location can significantly reduce the loss of source localization accuracy based on Time Difference of Arrival (TDOA). This is done without knowing the exact location of the calibration transmitter. By modeling the calibration location error as additive Gaussian noise, the reduction in localization accuracy due to calibration location errors is analyzed through the Cramér-Rao Lower Bound (CRLB). The program has been debugged and can be run directly.
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MATLAB Learning and Sharing Theme
1 Improvement and Application of Intelligent Optimization Algorithms
Three-dimensional packing problem, departure order optimization, reservoir scheduling, production scheduling, optimal logistics site selection, assembly line scheduling, facility layout optimization, optimal bus scheduling, charging station layout optimization, workshop layout optimization, pump combination problem, workshop scheduling problem, container ship loading optimization, visual field base stations, drone site selection optimization
2 Signal Processing Aspects
Signal analysis, signal denoising, information enhancement, radar signal analysis, electromyography signal analysis, electroencephalography signal analysis, signal timing optimization, vibration noise signal processing
3 Machine Learning and Deep Learning Aspects
Convolutional Neural Networks, Long Short-Term Memory Recurrent Neural Networks, Support Vector Machines, Least Squares Support Vector Machines, Extreme Learning Machines, Kernel Extreme Learning Machines, Back Propagation Neural Networks, Radial Basis Functions, Wide Learning, Deep Belief Networks, Deep Extreme Learning Machines, XGBOOST, wind power prediction, photovoltaic prediction, battery life prediction, traffic flow prediction, load prediction, stock price prediction, PM2.5 concentration prediction, battery health status prediction, transformer fault diagnosis, rotating machinery fault diagnosis
4 Image Processing Aspects
Image fusion, image detection, image registration, image recognition, image segmentation, image stitching, image enhancement, image compressed sensing, image hiding, image evaluation
5 Path Planning Aspects
Traveling salesman problem, three-dimensional path planning for drones, vehicle collaborative drone path planning, drone collaboration, robot path planning, drone task allocation, grid map path planning, drone formation, vehicle routing problem, antenna linear array distribution optimization