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Found 12 papers, 0 papers with code
3D Localization and Tracking Methods for Multi-Platform Radar Networks
Simulated experiments show the benefit of the combined algorithm in comparison with the conventional baseline SPA-based MTT and the stand-alone ARCE localization, in a 3D sensing scenario.
New Methods for MLE of Toeplitz Structured Covariance Matrices with Applications to RADAR Problems
This work considers Maximum Likelihood Estimation (MLE) of a Toeplitz structured covariance matrix.
Power-Aperture Resource Allocation for a MPAR with Communications Capabilities
Multifunction phased array radars (MPARs) exploit the intrinsic flexibility of their active electronically steered array (ESA) to perform, at the same time, a multitude of operations, such as search, tracking, fire control, classification, and communications.
A Learning-Inspired Strategy to Design Binary Sequences with Good Correlation Properties: SISO and MIMO Radar Systems
In this paper, the design of binary sequences exhibiting low values of aperiodic/periodic correlation functions, in terms of Integrated Sidelobe Level (ISL), is pursued via a learning-inspired method.
Large Deviations for Classification Performance Analysis of Machine Learning Systems
We study the performance of machine learning binary classification techniques in terms of error probabilities.
Adaptive Radar Detection and Bearing Estimation in the Presence of Unknown Mutual Coupling
This paper deals with joint adaptive radar detection and target bearing estimation in the presence of mutual coupling among the array elements.
Statistical Hypothesis Testing Based on Machine Learning: Large Deviations Analysis
In other words, the classification error probability convergence to zero and its rate can be computed on a portion of the dataset available for training.
New Methods for MLE of Toeplitz Structured Covariance Matrices with Applications to RADAR Problems
This work considers Maximum Likelihood Estimation (MLE) of a Toeplitz structured covariance matrix.
Multi-Spectrally Constrained Transceiver Design against Signal-Dependent Interference
This paper focuses on the joint synthesis of constant envelope transmit signal and receive filter aimed at optimizing radar performance in signal-dependent interference and spectrally contested-congested environments.
Structured Covariance Matrix Estimation with Missing-Data for Radar Applications via Expectation-Maximization
After a motivation of the study, the array model is specified and the problem of computing the maximum likelihood estimate of a structured covariance matrix is formulated.
Enhanced Target Localization with Deployable Multiplatform Radar Nodes Based on Non-Convex Constrained Least Squares Optimization
A new algorithm for 3D localization in multiplatform radar networks, comprising one transmitter and multiple receivers, is proposed.
Reconfigurable Intelligent Surfaces for N-LOS Radar Surveillance
Hence, a digression on the use of the radar timeline for the new operative mode is presented together with the data acquisition procedure and the resolution issues for the range, azimuth, and Doppler domains.
