50 papers in binder
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A Machine Learning Perspective on Automotive Radar Direction of Arrival Estimation

J Fuchs, M Gardill, M Lübke, A Dubey, F Lurz

IEEE Access, 2022.

Added on Jan. 31, 2022. Started reading on Aug. 31, 2022. Finished on March 8, 2023.

Very High Resolution Automotive SAR Imaging from Burst Data

M Polisano, M Manzoni, S Tebaldini, A Monti-Guarnieri, C Prati, I Russo

Remote Sensing 15 (3), 845, 2023.

Added on Feb. 6, 2023. Started reading on Feb. 6, 2023. Finished on Feb. 6, 2023.

Modeling and removing Doppler division multiplexing spurs in automotive MIMO radar

M Jeannin, O Lang, F Khalid, D Nugraha, S Achatz, A Eryildirim, M Huemer, A Roger

IEEE Sensors Journal, 2022.

Added on Jan. 12, 2023. Started reading on Jan. 12, 2023. Finished on Jan. 12, 2023.

Iterative sparse asymptotic minimum variance based approaches for array processing

H Abeida, Q Zhang, J Li, N Merabtine

IEEE Transactions on Signal Processing 61 (4), 933-944, 2012.

Added on Dec. 29, 2022. Started reading on Dec. 29, 2022. Finished on Dec. 29, 2022.

Accurate Doppler radar noncontact vital sign detection using the RELAX algorithm

C Li, J Ling, J Li, J Lin

IEEE Transactions on Instrumentation and Measurement 59 (3), 687-695, 2009.

Added on Dec. 20, 2022. Started reading on Dec. 20, 2022. Finished on Dec. 20, 2022.

The CLEAN type algorithms for radar signal processing

K Kulpa

2008 Microwaves, Radar and Remote Sensing Symposium, 152-157, 2008.

Added on Dec. 20, 2022. Started reading on Dec. 20, 2022. Finished on Dec. 20, 2022.

Non zero mean adaptive cosine estimator and application to hyperspectral imaging

F Vincent, O Besson

IEEE Signal Processing Letters 27, 1989-1993, 2020.

Added on Oct. 25, 2022. Started reading on Oct. 25, 2022. Finished on Oct. 25, 2022.

An Approximate Cramer-Rao Lower Bound for Multiple LFMCW Signals

B Hamschin, M Grabbe

IEEE Transactions on Aerospace and Electronic Systems 53 (3), 1365-1374, 2017.

Added on July 26, 2021. Started reading on July 26, 2021. Finished on Oct. 15, 2022.

Performance evaluation of a state-of-the-art automotive radar and corresponding modeling approaches based on a large labeled dataset

S Muckenhuber, E Museljic, G Stettinger

Journal of Intelligent Transportation Systems, 1-20, 2021.

Added on June 9, 2022. Started reading on June 9, 2022. Finished on Aug. 31, 2022.

Sensing the Urban Environment by Automotive SAR Imaging: Potentials and Challenges

S Tebaldini, M Manzoni, D Tagliaferri, M Rizzi, A Monti-Guarnieri, C Prati, U Spagnolini, M Nicoli, I Russo, C Mazzucco

Remote Sensing 14 (15), 2022.

Added on July 27, 2022. Started reading on July 27, 2022. Finished on July 27, 2022.

Accurate Automotive Radar Based Metric Localization with Explicit Doppler Compensation

P Gao, S Zhang, W Wang, C Lu

arXiv preprint arXiv:2112.14887, 2021.

Added on June 9, 2022. Started reading on June 9, 2022. Finished on June 9, 2022.

Numerical evaluation of phase centres of corner reflector antennas

Y Ja

Electronics Letters 15 (1), 1-2, 1979.

Added on May 19, 2022. Started reading on May 19, 2022. Finished on May 19, 2022.

An Improved VI-CFAR detector based on GOS

L Zhao, S Li, G Hu

MATEC Web of Conferences, 02002, 2016.

Added on May 5, 2022. Started reading on May 5, 2022. Finished on May 5, 2022.

Spatially variant apodization for conventional and sparse spectral sensing systems

G MacKerron, B Mulgrew, R Cooper, S Clark

Defence Applications of Signal Processing (DASP 2011), Queensland, Australia, 2011.

Added on Dec. 6, 2021. Started reading on May 5, 2022. Finished on May 5, 2022.

Noncoherent integration gain, and its approximation

M Richards

Georgia Institute of Technology, Technical Memo, 2010.

Added on Feb. 16, 2022. Started reading on Feb. 16, 2022. Finished on Feb. 16, 2022.

Super Resolution Wide Aperture Automotive Radar

O Bialer, A Jonas, T Tirer

IEEE Sensors Journal, 2021.

Added on Jan. 31, 2022. Started reading on Jan. 31, 2022. Finished on Jan. 31, 2022.

U-net: Convolutional networks for biomedical image segmentation

O Ronneberger, P Fischer, T Brox

International Conference on Medical image computing and computer-assisted intervention, 234-241, 2015.

Added on Nov. 3, 2021. Started reading on Nov. 4, 2021. Finished on Nov. 4, 2021.

Deep convolutional autoencoder applied for noise reduction in range-doppler maps of fmcw radars

M de Oliveira, M Bekooij

2020 IEEE International Radar Conference (RADAR), 630-635, 2020.

Added on Oct. 29, 2021. Started reading on Nov. 3, 2021. Finished on Nov. 3, 2021.

Deep radar detector

D Brodeski, I Bilik, R Giryes

2019 IEEE Radar Conference (RadarConf), 1-6, 2019.

Added on Oct. 28, 2021. Started reading on Nov. 1, 2021. Finished on Nov. 1, 2021.

Coherent, super resolved radar beamforming using self-supervised learning

I Orr, M Cohen, H Damari, M Halachmi, Z Zalevsky

arXiv preprint arXiv:2106.13085, 2021.

Added on July 6, 2021. Started reading on Oct. 15, 2021. Finished on Oct. 27, 2021.

Direction-of-arrival estimation based on deep neural networks with robustness to array imperfections

Z Liu, C Zhang, S Philip

IEEE Transactions on Antennas and Propagation 66 (12), 7315-7327, 2018.

Added on July 2, 2021. Started reading on July 2, 2021. Finished on July 27, 2021.

Batch normalization: Accelerating deep network training by reducing internal covariate shift

S Ioffe, C Szegedy

International conference on machine learning, 448-456, 2015.

Added on July 3, 2021. Started reading on July 5, 2021. Finished on July 6, 2021.

Deep Neural Network for Estimation of Direction of Arrival With Antenna Array

M Chen, Y Gong, X Mao

IEEE Access 8, 140688-140698, 2020.

Added on July 1, 2021. Started reading on July 1, 2021. Finished on July 1, 2021.

Deep Neural Network Based Multiple Targets DOA Estimation for Millimeter-Wave Radar

G Tang, X Gao, Z Chen, Y Zhang, H Zhong, M Li

2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI), 433-438, 2019.

Added on July 1, 2021. Started reading on July 1, 2021. Finished on July 1, 2021.

Harnessing sparsity over the continuum: Atomic norm minimization for superresolution

Y Chi, M Da Costa

IEEE Signal Processing Magazine 37 (2), 39-57, 2020.

Added on June 14, 2021. Started reading on June 14, 2021. Finished on July 1, 2021.

Learning Representations for Neural Networks Applied to Spectrum-Based Direction-of-Arrival Estimation for Automotive Radar

M Gall, M Gardill, J Fuchs, T Horn

2020 IEEE/MTT-S International Microwave Symposium (IMS), 1031-1034, 2020.

Added on June 28, 2021. Started reading on June 28, 2021. Finished on June 28, 2021.

DoA Estimation for FMCW Radar by 3D-CNN

T Sang, F Chien, C Chang, K Tseng, B Wang, J Guo

Preprints, 2021.

Added on June 25, 2021. Started reading on June 25, 2021. Finished on June 27, 2021.

Complex-valued neural networks with nonparametric activation functions

S Scardapane, S Van Vaerenbergh, A Hussain, A Uncini

IEEE Transactions on Emerging Topics in Computational Intelligence 4 (2), 140-150, 2018.

Added on June 7, 2021. Started reading on June 7, 2021. Finished on June 14, 2021.

Enhanced radar imaging using a complex-valued convolutional neural network

J Gao, B Deng, Y Qin, H Wang, X Li

IEEE Geoscience and Remote Sensing Letters 16 (1), 35-39, 2018.

Added on June 7, 2021. Started reading on June 7, 2021. Finished on June 7, 2021.

Ultrawideband direction-of-arrival estimation using complex-valued spatiotemporal neural networks

K Terabayashi, R Natsuaki, A Hirose

IEEE Transactions on Neural Networks and Learning Systems 25 (9), 1727-1732, 2014.

Added on June 4, 2021. Started reading on June 4, 2021. Finished on June 4, 2021.

Automotive Radars Signal Processing: Research Directions and Practical Challenges

F Engels, P Heidenreich, M Wintermantel, L Stacker, M Al Kadi, A Zoubir

IEEE Journal of Selected Topics in Signal Processing, 2021.

Added on May 24, 2021. Started reading on May 24, 2021. Finished on June 4, 2021.

Application of Doppler beam sharpening for azimuth refinement in prospective low-THz automotive radars

L Daniel, A Stove, E Hoare, D Phippen, M Cherniakov, B Mulgrew, M Gashinova

IET Radar, Sonar & Navigation 12 (10), 1121-1130, 2018.

Added on May 20, 2021. Started reading on May 20, 2021. Finished on May 24, 2021.

Optimal detection and estimation in FMCW radar

A Wojtkiewicz, R Rytel-Andrianik

14th International Conference on Microwaves, Radar and Wireless Communications. MIKON-2002. Conference Proceedings (IEEE Cat. No. 02EX562), 778-781, 2002.

Added on April 15, 2021. Started reading on April 15, 2021. Finished on May 10, 2021.

Afdet: Anchor free one stage 3d object detection

R Ge, Z Ding, Y Hu, Y Wang, S Chen, L Huang, Y Li

arXiv preprint arXiv:2006.12671, 2020.

Added on March 3, 2021. Started reading on March 3, 2021. Finished on March 15, 2021.

Super Resolution DOA Based on Relative Motion for FMCW Automotive Radar

W W. Zhang, P P. Wang, N N. He, Z Z. He

IEEE Transactions on Vehicular Technology 69 (8), 8698-8709, 2020.

Added on Feb. 19, 2021. Started reading on Feb. 23, 2021. Finished on Feb. 23, 2021.

Millimeter-Wave Angle Estimation of Multiple Targets Using Space-Time Modulation and Interferometric Antenna Arrays

S Vakalis, J Nanzer

arXiv preprint arXiv:2008.00356, 2020.

Added on Feb. 22, 2021. Started reading on Feb. 22, 2021. Finished on Feb. 22, 2021.

Range Detection on Time-Domain FMCW Radar Signals With a Deep Neural Network

R R. Pérez, F F. Schubert, R R. Rasshofer, E E. Biebl

IEEE Sensors Letters 5 (2), 1-4, 2021.

Added on Feb. 9, 2021. Started reading on Feb. 15, 2021. Finished on Feb. 15, 2021.

Pointillism: Accurate 3D Bounding Box Estimation with Multi-Radars

K Bansal, K Rungta, S Zhu, D Bharadia

Association for Computing Machinery, 340–353, 2020.

Added on Jan. 7, 2021. Started reading on Jan. 25, 2021. Finished on Jan. 30, 2021.

Impact of ADC clipping and quantization on phase-modulated 79 GHz CMOS radar

W Van Thillo, V Giannini, D Guermandi, S Brebels, A Bourdoux

2014 11th European Radar Conference, 285-288, 2014.

Added on Jan. 25, 2021. Started reading on Jan. 25, 2021. Finished on Jan. 25, 2021.

A Fast-Chirp MIMO Radar System Using Beat Frequency FDMA With Single-Sideband Modulation

M M. Q. Nguyen, R R. Feger, J J. Bechter, M M. Pichler-Scheder, A A. Stelzer

2020 IEEE/MTT-S International Microwave Symposium (IMS), 1015-1018, 2020.

Added on Dec. 27, 2020. Started reading on Dec. 31, 2020. Finished on Dec. 31, 2020.

Advances in automotive radar: A framework on computationally efficient high-resolution frequency estimation

F Engels, P Heidenreich, A Zoubir, F Jondral, M Wintermantel

IEEE Signal Processing Magazine 34 (2), 36-46, 2017.

Added on Dec. 13, 2020. Started reading on Dec. 13, 2020. Finished on Dec. 13, 2020.

Multi-Doppler resolution automotive radar

O Bialer, S Kolpinizki

2017 25th European Signal Processing Conference (EUSIPCO), 1937-1941, 2017.

Added on Nov. 16, 2020. Started reading on Dec. 10, 2020. Finished on Dec. 10, 2020.

SVA Based Beamforming

E Epçaçan, T Çiloğlu

arXiv preprint arXiv:1806.03828, 2018.

Added on Nov. 14, 2020. Started reading on Nov. 14, 2020. Finished on Nov. 16, 2020.

9.2 a 192-virtual-receiver 77/79ghz gmsk code-domain mimo radar system-on-chip

V Giannini, M Goldenberg, A Eshraghi, J Maligeorgos, L Lim, R Lobo, D Welland, C Chow, A Dornbusch, T Dupuis, o others

2019 IEEE International Solid-State Circuits Conference-(ISSCC), 164-166, 2019.

Added on Nov. 14, 2020. Started reading on Nov. 14, 2020. Finished on Nov. 14, 2020.

Experiments with mmWave Automotive Radar Test-bed

X Gao, G Xing, S Roy, H Liu

2019 53rd Asilomar Conference on Signals, Systems, and Computers, 1-6, 2019.

Added on Nov. 13, 2020. Started reading on Nov. 14, 2020. Finished on Nov. 14, 2020.

Generalization characteristics of complex-valued feedforward neural networks in relation to signal coherence

A Hirose, S Yoshida

IEEE Transactions on Neural Networks and learning systems 23 (4), 541-551, 2012.

Added on Nov. 10, 2020. Started reading on Nov. 10, 2020. Finished on Nov. 13, 2020.

Complex-Valued vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data

J Barrachina, C Ren, C Morisseau, G Vieillard, J Ovarlez

arXiv preprint arXiv:2009.08340, 2020.

Added on Nov. 7, 2020. Started reading on Nov. 9, 2020. Finished on Nov. 9, 2020.

Development of electromagnetic band gap structures in the perspective of microstrip antenna design

M Alam, N Misran, B Yatim, M Islam, o others

International Journal of Antennas and Propagation 2013, 2013.

Added on Nov. 2, 2020. Started reading on Nov. 3, 2020. Finished on Nov. 3, 2020.

Automotive radar target list simulation based on reflection center representation of objects

M Bühren, B Yang

Proc. Intern. Workshop on Intelligent Transportation (WIT), 161-166, 2006.

Added on Oct. 31, 2020. Started reading on Oct. 31, 2020. Finished on Oct. 31, 2020.

Pattern synthesis for arbitrary arrays using an adaptive array method

P Zhou, M Ingram

IEEE Transactions on Antennas and Propagation 47 (5), 862-869, 1999.

Added on Oct. 30, 2020. Started reading on Oct. 30, 2020. Finished on Oct. 30, 2020.