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Journal articles (recent, auto-generated)

[1]
M. Akrout, V. Shyianov, F. Bellili, A. Mezghani, and R. W. W. Heath, “Achievable rate of near-field communications based on physically consistent models,” IEEE Transactions on Wireless Communications, vol. 22, no. 2, pp. 1266–1280, Feb. 2023, doi: 10.1109/TWC.2022.3203963.
[1]
K. U. Mazher, A. Mezghani, and R. W. Heath, “Multi-user downlink beamforming using uplink downlink duality with 1-Bit converters for flat fading channels,” IEEE Transactions on Vehicular Technology, vol. 71, no. 12, pp. 12885–12900, Dec. 2022, doi: 10.1109/TVT.2022.3196603.
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J. A. Zhang, K. Wu, X. Huang, Y. J. Guo, D. Zhang, and R. W. Heath, “Integration of radar sensing into communications with asynchronous transceivers,” IEEE Communications Magazine, vol. 60, no. 11, pp. 106–112, Nov. 2022, doi: 10.1109/MCOM.003.2200096.
[1]
A. Mezghani and R. W. Heath, “Massive MIMO precoding and spectral shaping with low resolution phase-only DACs and active constellation extension,” IEEE Transactions on Wireless Communications, vol. 21, no. 7, pp. 5265–5278, Jul. 2022, doi: 10.1109/TWC.2021.3139034.
[1]
Y.-S. Jeon, D. Kim, S.-N. Hong, N. Lee, and R. W. Heath, “Artificial intelligence for physical-layer design of MIMO communications with one-bit ADCs,” IEEE Communications Magazine, vol. 60, no. 7, pp. 76–81, Jul. 2022, doi: 10.1109/MCOM.007.2200002.
[1]
N. J. Myers and R. W. Heath, “InFocus: A spatial coding technique to mitigate misfocus in near-Field LoS beamforming,” IEEE Transactions on Wireless Communications, vol. 21, no. 4, pp. 2193–2209, Apr. 2022, doi: 10.1109/TWC.2021.3110011.
[1]
V. Shyianov, M. Akrout, F. Bellili, A. Mezghani, and R. W. Heath, “Achievable rate with antenna size constraint: Shannon meets chu and bode,” IEEE Transactions on Communications, vol. 70, no. 3, pp. 2010–2024, Mar. 2022, doi: 10.1109/TCOMM.2021.3099842.
[1]
S. Saab, A. Mezghani, and R. W. Heath, “Optimizing the mutual information of frequency-selective multi-port antenna arrays in the presence of mutual coupling,” IEEE Transactions on Communications, vol. 70, no. 3, pp. 2072–2084, Mar. 2022, doi: 10.1109/TCOMM.2021.3133435.
[1]
N. R. Olson, J. G. Andrews, and R. W. Heath, “Single channel equivalent point processes of poisson networks with multiple channel laws,” IEEE Communications Letters, vol. 26, no. 3, pp. 711–715, Mar. 2022, doi: 10.1109/LCOMM.2021.3136462.
[1]
E. Erkip et al., “Editorial issue on ‘Information theoretic foundations of future communication systems,’” IEEE Journal on Selected Areas in Information Theory, vol. 3, no. 1, pp. 2–4, Mar. 2022, doi: 10.1109/JSAIT.2022.3164122.

Conference papers (recent, auto-generated)

[1]
J. Carlson, M. R. Castellanos, and R. W. Heath, “Wideband reflected gain analysis for intelligent reflecting surface-aided communication,” in IEEE Globecom, Dec. 2022, pp. 55–60. doi: 10.1109/GCWkshps56602.2022.10008555.
[1]
D. Kim, M. R. Castellanos, and R. W. Heath, “Joint beam management and relay selection using deep reinforcement learning for MmWave UAV relay networks,” in IEEE Military Communications Conference, Nov. 2022, pp. 895–900. doi: 10.1109/MILCOM55135.2022.10017754.
[1]
T. C. Cuvelier, T. Tanaka, and R. W. Heath, “Time-invariant prefix-free source coding for MIMO LQG control,” in 2022 IEEE International mediterranean conference on communications and networking (MeditCom), Sep. 2022, pp. 99–105. doi: 10.1109/MeditCom55741.2022.9928650.
[1]
M. Esfandiari, S. A. Vorobyov, and R. W. Heath, “Sparsity enforcing with toeplitz matrix reconstruction method for mmwave ul channel estimation with one-bit adcs,” in Ieee sam, Jun. 2022, pp. 141–145. doi: 10.1109/SAM53842.2022.9827806.
[1]
R. M. Dreifuerst, R. W. Heath, and A. Yazdan, “Massive MIMO beam management in sub-6 GHz 5G NR,” in Ieee vtc, Jun. 2022, pp. 1–5. doi: 10.1109/VTC2022-Spring54318.2022.9860458.
[1]
K. Patel, N. J. Myers, and R. W. Heath, “Physical layer defense against eavesdropping attacks on low-resolution phased arrays,” in Ieee icc, May 2022, pp. 492–497. doi: 10.1109/ICC45855.2022.9838571.
[1]
M. Akrout, V. Shyianov, F. Bellili, A. Mezghani, and R. W. Heath, “Achievable rate of near-field communications based on physically consistent models,” in Ieee icc, May 2022, pp. 938–943. doi: 10.1109/ICC45855.2022.9839044.
[1]
N. Olson, J. G. Andrews, and R. W. Heath, “Coverage in terahertz cellular networks with imperfect beam alignment,” in Ieee globecom, Dec. 2021, pp. 1–6. doi: 10.1109/GLOBECOM46510.2021.9685773.
[1]
E. Hriba, M. C. Valenti, and R. W. Heath, “Optimization of a millimeter-wave UAV-to-Ground network in urban deployments,” in IEEE Military Communications Conference, Nov. 2021, pp. 861–867. doi: 10.1109/MILCOM52596.2021.9653132.
[1]
N. Zeulin, O. Galinina, S. Andreev, and R. W. Heath, “Online distributed learning strategies for collaborative extended reality applications,” in Asilomar Conference on Signals, Systems and Computers, Oct. 2021, pp. 727–731. doi: 10.1109/IEEECONF53345.2021.9723326.
[1]
M. R. Castellanos and R. W. Heath, “MIMO communication with polarization reconfigurable antennas,” in Asilomar Conference on Signals, Systems and Computers, Oct. 2021, pp. 427–431. doi: 10.1109/IEEECONF53345.2021.9723156.
[1]
K. U. Mazher, A. Mezghani, and R. W. Heath, “Multi-user downlink beamforming using uplink downlink duality with 1-Bit converters,” in 2021 IEEE 22nd international workshop on signal processing advances in wireless communications (SPAWC), Sep. 2021, pp. 376–380. doi: 10.1109/SPAWC51858.2021.9593205.
[1]
H. Cho, C. Park, D. Han, R. W. Heath, and N. Lee, “Capacity of terahertz line-of-sight UCA-MIMO channels with one-bit transceivers,” in 2021 IEEE 22nd international workshop on signal processing advances in wireless communications (SPAWC), Sep. 2021, pp. 381–385. doi: 10.1109/SPAWC51858.2021.9593179.
[1]
S. Saab, A. Mezghani, and R. W. Heath, “A novel antenna matching technique for joint wireless communication and energy harvesting,” in 2021 IEEE-APS topical conference on antennas and propagation in wireless communications (APWC), Aug. 2021, pp. 1–1. doi: 10.1109/APWC52648.2021.9539606.
[1]
R. F. Buckley and R. W. Heath, “Signal conditioning and prototyping for selective OFDM systems with simultaneous wireless information and power transfer,” in 2021 IEEE-APS topical conference on antennas and propagation in wireless communications (APWC), Aug. 2021, pp. 061–061. doi: 10.1109/APWC52648.2021.9539718.
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R. S. Annaluru, K. Usman Mazher, and R. W. Heath, “Deep learning based range and doa estimation using low resolution FMCW radars,” in 2021 IEEE statistical signal processing workshop (SSP), Jul. 2021, pp. 366–370. doi: 10.1109/SSP49050.2021.9513759.
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R. M. Dreifuerst et al., “Optimizing coverage and capacity in cellular networks using machine learning,” in Ieee icassp, Jun. 2021, pp. 8138–8142. doi: 10.1109/ICASSP39728.2021.9414155.
[1]
Y. Zhang, S. Basu, S. Shakkottai, and R. W. Heath, “MmWave codebook selection in rapidly-varying channels via multinomial thompson sampling,” in Proceedings of the twenty-second international symposium on theory, algorithmic foundations, and protocol design for mobile networks and mobile computing, in MobiHoc ’21. New York, NY, USA: Association for Computing Machinery, 2021, pp. 151–160. doi: 10.1145/3466772.3467044.
[1]
Y. Chen, N. González-Prelcic, and R. W. Heath, “Collision-Free UAV Navigation with a Monocular Camera Using Deep Reinforcement Learning,” in 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP), Sep. 2020, pp. 1–6. doi: 10.1109/MLSP49062.2020.9231577.
[1]
K. Wu, Y. J. Guo, X. Huang, and R. W. Heath, “Accurate Channel Estimation for Frequency-Hopping Dual-Function Radar Communications,” in IEEE ICC Workshops, Jun. 2020, pp. 1–6. doi: 10.1109/ICCWorkshops49005.2020.9145282.
[1]
N. J. Myers, K. N. Tran, and R. W. Heath, “Low-Rank MMWAVE MIMO Channel Estimation in One-Bit Receivers,” in Ieee icassp, May 2020, pp. 5005–5009. doi: 10.1109/ICASSP40776.2020.9053749.
[1]
N. J. Myers, Y. Wang, N. González-Prelcic, and R. W. Heath, “Deep Learning-Based Beam Alignment in Mmwave Vehicular Networks,” in Ieee icassp, May 2020, pp. 8569–8573. doi: 10.1109/ICASSP40776.2020.9054075.
[1]
P. Kumari, A. Mezghani, and R. W. Heath, “A Low-Resolution ADC Proof-of-Concept Development for a Fully-Digital Millimeter-wave Joint Communication-Radar,” in Ieee icassp, May 2020, pp. 8619–8623. doi: 10.1109/ICASSP40776.2020.9054740.
[1]
R. M. Dreifuerst, R. W. Heath, M. N. Kulkarni, and J. Charlie, “Deep Learning-based Carrier Frequency Offset Estimation with One-Bit ADCs,” in 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), May 2020, pp. 1–5. doi: 10.1109/SPAWC48557.2020.9154214.
[1]
P. Kumari, A. Mezghani, and R. W. Heath, “A MIMO Joint Communication-Radar Measurement Platform at the Millimeter-Wave Band : (Invited Paper),” in 2020 14th European Conference on Antennas and Propagation (EuCAP), Mar. 2020, pp. 1–5. doi: 10.23919/EuCAP48036.2020.9135453.
[1]
S. Saab, A. Mezghani, and R. W. Heath, “Capacity Based Analysis of a Wideband SIMO System in the Presence of Mutual Coupling,” in Ieee globecom, Dec. 2019, pp. 1–6. doi: 10.1109/GLOBECOM38437.2019.9013254.
[1]
R. F. Buckley and R. W. Heath, “Selective OFDM Transmission for Simultaneous Wireless Information and Power Transfer,” in Ieee globecom, Dec. 2019, pp. 1–6. doi: 10.1109/GLOBECOM38437.2019.9013415.
[1]
P. Kumari, N. J. Myers, S. A. Vorobyov, and R. W. Heath, “A Combined Waveform-Beamforming Design for Millimeter-Wave Joint Communication-Radar,” in Asilomar Conference on Signals, Systems and Computers, Nov. 2019, pp. 1422–1426. doi: 10.1109/IEEECONF44664.2019.9049020.
[1]
J. Kaleva, N. J. Myers, A. Tölli, R. W. Heath, and U. Madhow, “Short Range 3D MIMO mmWave Channel Reconstruction via Geometry-aided AoA Estimation,” in Asilomar Conference on Signals, Systems and Computers, Nov. 2019, pp. 427–431. doi: 10.1109/IEEECONF44664.2019.9048890.
[1]
M. Y. Takeda, A. Klautau, A. Mezghani, and R. W. Heath, “MIMO Channel Estimation with Non-Ideal ADCS: Deep Learning Versus GAMP,” in 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP), Oct. 2019, pp. 1–6. doi: 10.1109/MLSP.2019.8918799.
[1]
J. Kaleva, N. J. Myers, A. Tölli, and R. W. Heath, “A Geometry-aided Message Passing Method for AoA-Based Short Range MIMO Channel Estimation,” in 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Jul. 2019, pp. 1–5. doi: 10.1109/SPAWC.2019.8815555.
[1]
M. Dias, A. Klautau, N. Gonzalez-Prelcic, and R. W. Heath, “Position and LIDAR-Aided mmWave Beam Selection using Deep Learning,” in 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Jul. 2019, pp. 1–5. doi: 10.1109/SPAWC.2019.8815569.
[1]
M. Ribero, R. W. Heath, H. Vikalo, D. Chizhik, and R. A. Valenzuela, “Deep Learning Propagation Models over Irregular Terrain,” in Ieee icassp, May 2019, pp. 4519–4523. doi: 10.1109/ICASSP.2019.8682491.
[1]
L. N. Ribeiro, A. L. F. de Almeida, N. J. Myers, and R. W. Heath, “Tensor-based Estimation of mmWave MIMO Channels with Carrier Frequency Offset,” in Ieee icassp, May 2019, pp. 4155–4159. doi: 10.1109/ICASSP.2019.8683496.
[1]
N. J. Myers and R. W. Heath, “Localized Random Sampling for Robust Compressive Beam Alignment,” in Ieee icassp, May 2019, pp. 4644–4648. doi: 10.1109/ICASSP.2019.8683126.
[1]
R. Jurdi, J. G. Andrews, and R. W. Heath, “On the Violation of Hard Deadlines in Networked Control Systems,” in Ieee icc, May 2019, pp. 1–6. doi: 10.1109/ICC.2019.8761678.
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A. Mezghani and R. W. Heath, “MIMO Beampattern and Waveform Design with Low Resolution DACs,” in 2019 IEEE Radar Conference (RadarConf), Apr. 2019, pp. 1–6. doi: 10.1109/RADAR.2019.8835634.
[1]
Y. Zhang, K. Patel, S. Shakkottai, and R. W. Heath, “Side-information-aided noncoherent beam alignment design for millimeter wave systems,” in Proceedings of the twentieth ACM international symposium on mobile ad hoc networking and computing, in Mobihoc ’19. New York, NY, USA: Association for Computing Machinery, 2019, pp. 341–350. doi: 10.1145/3323679.3326532.
[1]
W. Shen, L. Dai, S. Han, I. Chih-Lin, and R. W. Heath, “Channel Estimation for Orthogonal Time Frequency Space (OTFS) Massive MIMO,” in Ieee icc, 2019, pp. 1–6. doi: 10.1109/ICC.2019.8761362.
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A. K. Saxena, A. Mezghani, R. W. Heath, and J. G. Andrews, “Linear transmit precoding with optimized dithering,” in Asilomar Conference on Signals, Systems and Computers, 2019, pp. 838–842.
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A. K. Saxena et al., “Asymptotic performance of downlink massive MIMO with 1-Bit quantized zero-forcing precoding,” in IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, 2019.
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S. Saab, A. Mezghani, and R. W. Heath, “Capacity Based Optimization of Compact Wideband Antennas,” in 2019 IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications (APWC), 2019, pp. 322–325. doi: 10.1109/APWC.2019.8870378.
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V. Petrov, D. Moltchanov, S. Andreev, and R. W. Heath, “Analysis of Intelligent Vehicular Relaying in Urban 5G+ Millimeter-Wave Cellular Deployments,” in Ieee globecom, 2019, pp. 1–6. doi: 10.1109/GLOBECOM38437.2019.9013636.
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S. A. Lanham, T. C. Cuvelier, C. Ostrove, B. La Cour, G. Ott, and R. Heath, “A noncoherent space-time code from quantum error correction,” in 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019, 2019.
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E. Zöchmann, V. Va, M. Rupp, and R. W. Heath, “Geometric Tracking of Vehicular mmWave Channels to Enable Machine Learning of Onboard Sensors,” in Ieee globecom, Dec. 2018, pp. 1–6. doi: 10.1109/GLOCOMW.2018.8644440.
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N. J. Myers, A. Mezghani, and R. W. Heath, “Spatial Zadoff-Chu Modulation for Rapid Beam Alignment in mmWave Phased Arrays,” in IEEE GLOBECOM Workshops, Dec. 2018, pp. 1–6. doi: 10.1109/GLOCOMW.2018.8644177.
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A. Amiri, M. Angjelichinoski, E. de Carvalho, and R. W. Heath, “Extremely Large Aperture Massive MIMO: Low Complexity Receiver Architectures,” in IEEE GLOBECOM Workshops, Dec. 2018, pp. 1–6. doi: 10.1109/GLOCOMW.2018.8644126.

Books

[1]
R. W. Heath and A. Lozano, Foundations of MIMO Communications. Cambridge University Press, 2018.
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V. Va, T. Shimizu, G. Bansal, and R. W. Heath, Millimeter wave vehicular communications: A survey, vol. 10. NOW Publishers, 2016.
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T. S. Rappaport, R. W. Heath, R. C. Daniels, and J. Murdock, Millimeter Wave Wireless Commuunictions. Pearson, 2014.