Joint Localization and Orientation Estimation in Millimeter-Wave MIMO OFDM Systems via Atomic Norm Minimization

Li, Jianxiu; Da Costa, Maxime Ferreira; Mitra, Urbashi

doi:10.1109/tsp.2022.3198188

Joint Localization and Orientation Estimation in Millimeter-Wave MIMO OFDM Systems via Atomic Norm Minimization

Journal Article · 01 January 2022 · IEEE Transactions on Signal Processing

DOI:https://doi.org/10.1109/tsp.2022.3198188· OSTI ID:1980592

^[1]; ^[2]; ^[2]

Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA; OSTI
Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA

Not provided.

Research Organization:: Univ. of Southern California, Los Angeles, CA (United States)

Sponsoring Organization:: USDOE Office of Science (SC)

DOE Contract Number:: SC0021417

OSTI ID:: 1980592

Journal Information:: IEEE Transactions on Signal Processing, Journal Name: IEEE Transactions on Signal Processing Vol. 70; ISSN 1053-587X

Publisher:: IEEE

Country of Publication:: United States

Language:: English

References (36)

Towards a Mathematical Theory of Super-resolution Candès, Emmanuel J.; Fernandez-Granda, Carlos Communications on Pure and Applied Mathematics, Vol. 67, Issue 6 https://doi.org/10.1002/cpa.21455	journal	April 2013
On reparametrization of loss functions used in estimation and the invariance principle Stoica, Petre; Söderström, Torsten Signal Processing, Vol. 17, Issue 4 https://doi.org/10.1016/0165-1684(89)90123-0	journal	August 1989
Approximate support recovery of atomic line spectral estimation: A tale of resolution and precision Li, Qiuwei; Tang, Gongguo Applied and Computational Harmonic Analysis, Vol. 48, Issue 3 https://doi.org/10.1016/j.acha.2018.09.005	journal	May 2020
Wireless Communications Goldsmith, Andrea https://doi.org/10.1017/CBO9780511841224	book	January 2005
Millimeter Wave Mobile Communications for 5G Cellular: It Will Work! Rappaport, Theodore S.; Sun, Shu; Mayzus, Rimma IEEE Access, Vol. 1 https://doi.org/10.1109/ACCESS.2013.2260813	journal	January 2013
On the utilization of MIMO-OFDM channel sparsity for accurate positioning Saloranta, Jani; Destino, Giuseppe 2016 24th European Signal Processing Conference (EUSIPCO) https://doi.org/10.1109/EUSIPCO.2016.7760348	conference	August 2016
Fast alternating projected gradient descent algorithms for recovering spectrally sparse signals Cho, Myung; Cai, Jian-Feng; Liu, Suhui 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) https://doi.org/10.1109/ICASSP.2016.7472556	conference	March 2016
Atomic Norm Based Localization of Far-Field and Near-Field Signals with Generalized Symmetric Arrays Wu, Xiaohuan; Zhu, Wei-Ping; Yan, Jun ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) https://doi.org/10.1109/ICASSP40776.2020.9052922	conference	May 2020
Atomic Norm Based Localization and Orientation Estimation for Millimeter-Wave MIMO OFDM Systems Li, Jianxiu; Da Costa, Maxime Ferreira; Mitra, Urbashi ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) https://doi.org/10.1109/ICASSP43922.2022.9747444	conference	May 2022
Channel Estimation and Localization for mmWave Systems: A Sparse Bayesian Learning Approach Zhu, Feibai; Liu, An; Lau, Vincent K. N. ICC 2019 - 2019 IEEE International Conference on Communications (ICC) https://doi.org/10.1109/ICC.2019.8761825	conference	May 2019
Joint Position, Orientation AND Channel Estimation in Hybrid mmWAVE MIMO Systems Zheng, Wenqing; Gonzalez-Prelcic, Nuria 2019 53rd Asilomar Conference on Signals, Systems, and Computers https://doi.org/10.1109/IEEECONF44664.2019.9048769	conference	November 2019
Super-resolution MIMO radar Heckel, Reinhard 2016 IEEE International Symposium on Information Theory (ISIT) https://doi.org/10.1109/ISIT.2016.7541532	conference	July 2016
A Tight Converse to the Spectral Resolution Limit via Convex Programming Da Costa, Maxime Ferreira; Dai, Wei 2018 IEEE International Symposium on Information Theory (ISIT) https://doi.org/10.1109/ISIT.2018.8437490	conference	June 2018
Localization as a feature of mmWave communication Lemic, Filip; Martin, James; Yarp, Christopher 2016 International Wireless Communications and Mobile Computing Conference (IWCMC) https://doi.org/10.1109/IWCMC.2016.7577201	conference	September 2016
Low-Rank Tensor Decomposition-Aided Channel Estimation for Millimeter Wave MIMO-OFDM Systems Zhou, Zhou; Fang, Jun; Yang, Linxiao IEEE Journal on Selected Areas in Communications, Vol. 35, Issue 7 https://doi.org/10.1109/JSAC.2017.2699338	journal	July 2017
Range-Angle Decoupling and Estimation for FDA-MIMO Radar via Atomic Norm Minimization and Accelerated Proximal Gradient Tang, Wen-Gen; Jiang, Hong; Zhang, Qi IEEE Signal Processing Letters, Vol. 27 https://doi.org/10.1109/LSP.2020.2972470	journal	January 2020
A Multipath-Aided Localization Method for MIMO-OFDM Systems via Tensor Decomposition Gong, Yubing; Zhao, Hanying; Hu, Keke IEEE Wireless Communications Letters, Vol. 11, Issue 6 https://doi.org/10.1109/LWC.2022.3161405	journal	June 2022
Harnessing Sparsity Over the Continuum: Atomic norm minimization for superresolution Chi, Yuejie; Ferreira Da Costa, Maxime IEEE Signal Processing Magazine, Vol. 37, Issue 2 https://doi.org/10.1109/MSP.2019.2962209	journal	March 2020
Simultaneous Localization and Channel Estimation for 5G mmWave MIMO Communications Zhou, Bingpeng; Wichman, Risto; Zhang, Lei 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) https://doi.org/10.1109/PIMRC50174.2021.9569680	conference	September 2021
Millimeter Wave Beamforming for Wireless Backhaul and Access in Small Cell Networks Hur, Sooyoung; Kim, Taejoon; Love, David J. IEEE Transactions on Communications, Vol. 61, Issue 10 https://doi.org/10.1109/TCOMM.2013.090513.120848	journal	October 2013
Millimeter-Wave Beamformed Full-Dimensional MIMO Channel Estimation Based on Atomic Norm Minimization Tsai, Yingming; Zheng, Le; Wang, Xiaodong IEEE Transactions on Communications, Vol. 66, Issue 12 https://doi.org/10.1109/TCOMM.2018.2864737	journal	December 2018
Improved Atomic Norm Based Time-Varying Multipath Channel Estimation Li, Jianxiu; Mitra, Urbashi IEEE Transactions on Communications, Vol. 69, Issue 9 https://doi.org/10.1109/TCOMM.2021.3087793	journal	September 2021
Compressed Sensing Off the Grid Tang, Gongguo; Bhaskar, Badri Narayan; Shah, Parikshit IEEE Transactions on Information Theory, Vol. 59, Issue 11 https://doi.org/10.1109/TIT.2013.2277451	journal	November 2013
Near Minimax Line Spectral Estimation Tang, Gongguo; Bhaskar, Badri Narayan; Recht, Benjamin IEEE Transactions on Information Theory, Vol. 61, Issue 1 https://doi.org/10.1109/TIT.2014.2368122	journal	January 2015
Vandermonde Decomposition of Multilevel Toeplitz Matrices With Application to Multidimensional Super-Resolution Yang, Zai; Xie, Lihua; Stoica, Petre IEEE Transactions on Information Theory, Vol. 62, Issue 6 https://doi.org/10.1109/TIT.2016.2553041	journal	June 2016
On the Stable Resolution Limit of Total Variation Regularization for Spike Deconvolution Ferreira Da Costa, Maxime; Chi, Yuejie IEEE Transactions on Information Theory, Vol. 66, Issue 11 https://doi.org/10.1109/TIT.2020.2993327	journal	November 2020
Atomic Norm Denoising With Applications to Line Spectral Estimation Bhaskar, Badri Narayan; Tang, Gongguo; Recht, Benjamin IEEE Transactions on Signal Processing, Vol. 61, Issue 23 https://doi.org/10.1109/TSP.2013.2273443	journal	December 2013
Compressive Two-Dimensional Harmonic Retrieval via Atomic Norm Minimization Chi, Yuejie; Chen, Yuxin IEEE Transactions on Signal Processing, Vol. 63, Issue 4 https://doi.org/10.1109/TSP.2014.2386283	journal	February 2015
Exact Joint Sparse Frequency Recovery via Optimization Methods Yang, Zai; Xie, Lihua IEEE Transactions on Signal Processing, Vol. 64, Issue 19 https://doi.org/10.1109/TSP.2016.2576422	journal	October 2016
Bilinear Matrix Factorization Methods for Time-Varying Narrowband Channel Estimation: Exploiting Sparsity and Rank Beygi, Sajjad; Elnakeeb, Amr; Choudhary, Sunav IEEE Transactions on Signal Processing, Vol. 66, Issue 22 https://doi.org/10.1109/TSP.2018.2872886	journal	November 2018
Bilinear Channel Estimation for MIMO OFDM: Lower Bounds and Training Sequence Optimization Elnakeeb, Amr; Mitra, Urbashi IEEE Transactions on Signal Processing, Vol. 69 https://doi.org/10.1109/TSP.2021.3056591	journal	January 2021
Single Far-Field or Near-Field Source Localization With Sparse or Uniform Cross Array Wu, Xiaohuan; Zhu, Wei-Ping IEEE Transactions on Vehicular Technology, Vol. 69, Issue 8 https://doi.org/10.1109/TVT.2020.2998128	journal	August 2020
Localization Based on Improved Sparse Bayesian Learning in mmWave MIMO Systems Fan, Jiancun; Dou, Xiaoyuan; Zou, Wei IEEE Transactions on Vehicular Technology, Vol. 71, Issue 1 https://doi.org/10.1109/TVT.2021.3123147	journal	January 2022
Position and Orientation Estimation Through Millimeter-Wave MIMO in 5G Systems Shahmansoori, Arash; Garcia, Gabriel E.; Destino, Giuseppe IEEE Transactions on Wireless Communications, Vol. 17, Issue 3 https://doi.org/10.1109/TWC.2017.2785788	journal	March 2018
Global Optimization with Polynomials and the Problem of Moments Lasserre, Jean B. SIAM Journal on Optimization, Vol. 11, Issue 3 https://doi.org/10.1137/S1052623400366802	journal	January 2001
Optimization of Time Synchronization and Algorithms with TDOA Based Indoor Positioning Technique for Internet of Things Zhao, Kun; Zhao, Tiantian; Zheng, Zhengqi Sensors, Vol. 20, Issue 22 https://doi.org/10.3390/s20226513	journal	November 2020

Similar Records

Improved Atomic Norm Based Time-Varying Multipath Channel Estimation

Journal Article · 2021 · IEEE Transactions on Communications · OSTI ID:1853786

Rank Aggregation via Nuclear Norm Minimization.

Conference · 2011 · OSTI ID:1109186

Rank aggregation via nuclear norm minimization.

Conference · 2011 · OSTI ID:1107031

Related Subjects

Engineering

Joint Localization and Orientation Estimation in Millimeter-Wave MIMO OFDM Systems via Atomic Norm Minimization

Citation Formats

References (36)

Similar Records

Related Subjects