Cognitive radar antenna selection via deep learning

AM Elbir, KV Mishra, YC Eldar - IET Radar, Sonar & Navigation, 2019 - Wiley Online Library
Direction‐of‐arrival (DoA) estimation of targets improves with the number of elements
employed by a phased array radar antenna. Since larger arrays have high associated cost …

Gflownets for Sensor Selection

S Evmorfos, Z Xu, A Petropulu - 2023 IEEE 33rd International …, 2023 - ieeexplore.ieee.org
The efficacy of sensor arrays improves with more elements, yet increased number of
elements leads to higher computational demands, cost and power consumption. Sparse …

Deep-sparse array cognitive radar

AM Elbir, S Mulleti, R Cohen, R Fu… - 2019 13th International …, 2019 - ieeexplore.ieee.org
In antenna array based radar applications, it is often desirable to choose an optimum
subarray from a full array to achieve a balance between hardware cost and resolution …

Sensor array design through submodular optimization

G Shulkind, S Jegelka… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
We consider the problem of far-field sensing by means of a sensor array. Traditional array
geometry design techniques are agnostic to prior information about the far-field scene …

Cognitive antenna selection in MIMO imaging radar

S Ding, N Tong, Y Zhang, X Hu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
A cognitive antenna selection strategy for multi-in multi-out (MIMO) imaging radar is
proposed in this article. The basic idea of our strategy relies on the dynamic selection of the …

Joint dynamic spectrum access and target‐matched illumination for cognitive radar

R Palamà, H Griffiths, F Watson - IET Radar, Sonar & …, 2019 - Wiley Online Library
This study addresses a radar architecture to design a waveform that dynamically fits into the
gaps in the radio‐frequency spectrum and that matches the target scattering properties. The …

[图书][B] Machine Learning for Physicists: A hands-on approach

S Raeisi, S Raeisi - 2023 - iopscience.iop.org
This book presents machine learning (ML) concepts with a hands-on approach for
physicists. The goal is to both educate and enable a larger part of the community with these …

Radar Antenna Selection for Direction-of-Arrival Estimations

A Atalik, M Yilmaz, O Arikan - 2021 IEEE Radar Conference …, 2021 - ieeexplore.ieee.org
Multi-antenna radars exhibit positively correlated detection performance with the number of
elements utilized. The feasibility of refining antenna arrays to reduce cost of operation with …

[PDF][PDF] RASD--AE

A Atalik, M Yilmaz, O Arikan - researchgate.net
Multi-antenna radars exhibit positively correlated detection performance with the number of
elements utilized. The feasibility of refining antenna arrays to reduce cost of operation with …

Beamforming with Distributed Arrays: FY19 RF Systems Line-Supported Program

KW Forsythe, L Collins, H Naumer… - 2020 - apps.dtic.mil
Spatial beamforming using distributed arrays of RF sensors is treated. Unlike the
observations from traditional RF antenna arrays, the distributed arrays data can be …