Data-Driven Target Localization: Benchmarking Gradient Descent Using the Cramer-Rao Bound
Fuente:
arXiv
Saved in:
| Main Authors: | Venkatasubramanian, Shyam, Gogineni, Sandeep, Kang, Bosung, Rangaswamy, Muralidhar |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Data-Driven Target Localization Using Adaptive Radar Processing and Convolutional Neural Networks
by: Venkatasubramanian, Shyam, et al.
Published: (2022)
by: Venkatasubramanian, Shyam, et al.
Published: (2022)
RASPNet: A Benchmark Dataset for Radar Adaptive Signal Processing Applications
by: Venkatasubramanian, Shyam, et al.
Published: (2024)
by: Venkatasubramanian, Shyam, et al.
Published: (2024)
Toward Data-Driven STAP Radar
by: Venkatasubramanian, Shyam, et al.
Published: (2022)
by: Venkatasubramanian, Shyam, et al.
Published: (2022)
Approximate MLE of High-Dimensional STAP Covariance Matrices with Banded & Spiked Structure -- A Convex Relaxation Approach
by: Jain, Shashwat, et al.
Published: (2025)
by: Jain, Shashwat, et al.
Published: (2025)
Cramer-Rao Bounds for Laplacian Matrix Estimation
by: Halihal, Morad, et al.
Published: (2025)
by: Halihal, Morad, et al.
Published: (2025)
Learned Bayesian Cramér-Rao Bound for Unknown Measurement Models Using Score Neural Networks
by: Habi, Hai Victor, et al.
Published: (2025)
by: Habi, Hai Victor, et al.
Published: (2025)
Cramér-Rao Bound Optimization for Near-Field ISAC with Extended Targets
by: Zhao, Zongyao, et al.
Published: (2026)
by: Zhao, Zongyao, et al.
Published: (2026)
Revisiting the Misspecified Cramér-Rao Bound
by: Khatib, Malaak, et al.
Published: (2026)
by: Khatib, Malaak, et al.
Published: (2026)
Posterior Cramér-Rao Bounds on Localization and Mapping Errors in Distributed MIMO SLAM
by: Deutschmann, Benjamin J. B., et al.
Published: (2025)
by: Deutschmann, Benjamin J. B., et al.
Published: (2025)
Holographic Joint Communications and Sensing With Cramer-Rao Bounds
by: Sheemar, Chandan Kumar, et al.
Published: (2025)
by: Sheemar, Chandan Kumar, et al.
Published: (2025)
Cramer-Rao Bound for Arbitrarily Constrained Sets
by: Do, Heedong, et al.
Published: (2026)
by: Do, Heedong, et al.
Published: (2026)
Cramer--Rao Bounds for Magneto-Inductive Integrated Sensing and Communications
by: Dong, Haofan, et al.
Published: (2026)
by: Dong, Haofan, et al.
Published: (2026)
Cramer-Rao Bounds for Target Parameter Estimation in a Bi-Static IRS-Assisted Radar Configuration
by: S, Sanjeeva Reddy, et al.
Published: (2026)
by: S, Sanjeeva Reddy, et al.
Published: (2026)
Cramér-Rao Bound Analysis and Beamforming Design for Integrated Sensing and Communication with Extended Targets
by: Wang, Yiqiu, et al.
Published: (2024)
by: Wang, Yiqiu, et al.
Published: (2024)
Cramér-Rao Bounds for Integrated Sensing and Communications in Pinching-Antenna Systems
by: Bozanis, Dimitrios, et al.
Published: (2025)
by: Bozanis, Dimitrios, et al.
Published: (2025)
Cramer-Rao Bound Optimization for Active RIS-Empowered ISAC Systems
by: Zhu, Qi, et al.
Published: (2023)
by: Zhu, Qi, et al.
Published: (2023)
Bayesian Cramér-Rao Bound for Sensing Performance in Meta-Backscatter Systems
by: Cao, Mengyuan, et al.
Published: (2026)
by: Cao, Mengyuan, et al.
Published: (2026)
3D Extended Target Sensing in ISAC: Cramér-Rao Bound Analysis and Beamforming Design
by: Wang, Yiqiu, et al.
Published: (2024)
by: Wang, Yiqiu, et al.
Published: (2024)
Cramér-Rao Bound Optimization for Near-Field Sensing with Continuous-Aperture Arrays
by: Jiang, Hao, et al.
Published: (2024)
by: Jiang, Hao, et al.
Published: (2024)
Cramer-Rao Bounds for Near-Field Sensing: A Generic Modular Architecture
by: Meng, Chunwei, et al.
Published: (2024)
by: Meng, Chunwei, et al.
Published: (2024)
Cramer-Rao Bound for Angle of Arrival Estimates in True-Time-Delay Systems
by: Collmann, Carl, et al.
Published: (2026)
by: Collmann, Carl, et al.
Published: (2026)
Pinching-Antenna Assisted Sensing: A Bayesian Cramér-Rao Bound Perspective
by: Jiang, Hao, et al.
Published: (2025)
by: Jiang, Hao, et al.
Published: (2025)
Cramér-Rao Bound for Direct Position Estimation in OFDM Based Cellular Systems
by: Li, Sijia, et al.
Published: (2025)
by: Li, Sijia, et al.
Published: (2025)
Euclidean Distance Matrix Completion via Asymmetric Projected Gradient Descent
by: Li, Yicheng, et al.
Published: (2025)
by: Li, Yicheng, et al.
Published: (2025)
Joint Angle and Delay Cramér-Rao Bound Optimization for ISAC
by: Hu, Chao, et al.
Published: (2023)
by: Hu, Chao, et al.
Published: (2023)
Intrinsic Cramér-Rao Bound based 6D Localization and Tracking for 5G/6G Systems
by: Xu, Xueting, et al.
Published: (2025)
by: Xu, Xueting, et al.
Published: (2025)
Cramer-Rao Bound Minimization for Movable Antenna-Assisted Multiuser Integrated Sensing and Communications
by: Qin, Haoran, et al.
Published: (2024)
by: Qin, Haoran, et al.
Published: (2024)
A Mirror Descent-Based Algorithm for Corruption-Tolerant Distributed Gradient Descent
by: Wang, Shuche, et al.
Published: (2024)
by: Wang, Shuche, et al.
Published: (2024)
Cramér-Rao Bound Analysis of Bistatic ISAC Under Partial Symbol Knowledge and Clutter
by: Rivetti, Steven, et al.
Published: (2026)
by: Rivetti, Steven, et al.
Published: (2026)
Cramér-Rao Bound Based Waveform Optimization for MIMO Radar: An Efficient Linear-Proximal Method
by: Zhou, Xiaohua, et al.
Published: (2024)
by: Zhou, Xiaohua, et al.
Published: (2024)
A Weighted Hankel Approach and Cramér-Rao Bound Analysis for Quantitative Acoustic Microscopy Imaging
by: Leon, Lorena, et al.
Published: (2024)
by: Leon, Lorena, et al.
Published: (2024)
Cramér-Rao Bound Optimization for Fluid Antenna-Empowered Integrated Sensing and Uplink Communication System
by: Guo, Yuan, et al.
Published: (2025)
by: Guo, Yuan, et al.
Published: (2025)
Non-Coherent Over-the-Air Decentralized Gradient Descent
by: Michelusi, Nicolo'
Published: (2022)
by: Michelusi, Nicolo'
Published: (2022)
Sparse Sampling in Fractional Fourier Domain: Recovery Guarantees and Cramér-Rao Bounds
by: Pavlíček, Václav, et al.
Published: (2024)
by: Pavlíček, Václav, et al.
Published: (2024)
Atomic Hybrid Sparse/Diffuse Channel Estimation and Cramér-Rao Bounds Analysis
by: Lyu, Lei, et al.
Published: (2026)
by: Lyu, Lei, et al.
Published: (2026)
Data-Driven Estimation of Capacity Upper Bounds
by: Häger, Christian, et al.
Published: (2022)
by: Häger, Christian, et al.
Published: (2022)
Fisher Information Approach for Masking the Sensing Plan: Applications in Multifunction Radars
by: Jain, Shashwat, et al.
Published: (2024)
by: Jain, Shashwat, et al.
Published: (2024)
Secure ISAC MIMO Systems: Exploiting Interference With Bayesian Cramér-Rao Bound Optimization
by: Su, Nanchi, et al.
Published: (2024)
by: Su, Nanchi, et al.
Published: (2024)
Beyond Diagonal Reconfigurable Intelligent Surface Enabled Sensing: Cramer-Rao Bound Optimization
by: Zhang, Xiaoqi, et al.
Published: (2025)
by: Zhang, Xiaoqi, et al.
Published: (2025)
Low-Complexity Cramér-Rao Lower Bound and Sum Rate Optimization in ISAC Systems
by: Fang, Tianyu, et al.
Published: (2025)
by: Fang, Tianyu, et al.
Published: (2025)
Similar Items
-
Data-Driven Target Localization Using Adaptive Radar Processing and Convolutional Neural Networks
by: Venkatasubramanian, Shyam, et al.
Published: (2022) -
RASPNet: A Benchmark Dataset for Radar Adaptive Signal Processing Applications
by: Venkatasubramanian, Shyam, et al.
Published: (2024) -
Toward Data-Driven STAP Radar
by: Venkatasubramanian, Shyam, et al.
Published: (2022) -
Approximate MLE of High-Dimensional STAP Covariance Matrices with Banded & Spiked Structure -- A Convex Relaxation Approach
by: Jain, Shashwat, et al.
Published: (2025) -
Cramer-Rao Bounds for Laplacian Matrix Estimation
by: Halihal, Morad, et al.
Published: (2025)