Journal Publications (by topic)
Signal Processing/Machine Learning
[J19] "Low-power SNN-based audio source localization using a Hilbert Transform spike encoding scheme," Saeid Haghighatshoar, Dylan R Muir, Feb. 2024, arXiv preprint.
[J18] "EXODUS: Stable and efficient training of spiking neural networks," Felix Christian Bauer, Gregor Lenz, Saeid Haghighatshoar, Sadique Sheik, Frontiers 2022, arXiv preprint.
[J17] “Exact Gradient Computation for Spiking Neural Networks Through Forward Propagation,” J. H. Lee, S. Haghighatshoar, A. Karbasi, AISTATS 2022: 25th International Conference on Artificial Intelligence and Statistics, 2022, arXiv preprint.
[J16] “Signal Recovery from Unlabeled Samples,” S. Haghighatshoar, G. Caire, IEEE Trans. on Signal Processing, 2018.
[J15] “Unlabeled sensing with random linear measurements,” J. Unnikrishnan, S. Haghighatshoar, M. Vetterli, IEEE Trans. on Information theory, 2018.
[J14] “A fast Hadamard transform for signals with sub-linear sparsity in the transform domain,” R. Scheibler, S. Haghighatshoar, M. Vetterli, IEEE Trans. on Information theory, vol. 61, pp. 2115–2132, 2015. (senior author)
[J13] “Binary sparse coding of convolutive mixtures for sound localization and separation via spatialization,” A. Asaei, M. J. Taghizadeh, S. Haghighatshoar, Bhiksha Raj, H. Bourlard, V. Cevher, IEEE Trans. on Signal Processing, vol. 64, pp. 567–579, 2016. (senior author).
[J12] “Spatial sound localization via multipath Euclidean Distance Matrix recovery,” M.J.Taghizadeh, A. Asaei, S. Haghighatshoar, P. N. Garner, and H. Bourlard, IEEE Journal of Selected Topics in Signal Processing, vol. 9, pp. 802–814, 2015. (senior author).
Optimization Theory/Wireless Communication
[J11] “Dual-polarized FDD massive MIMO: A comprehensive framework,” M. B. Khalilsarai, T. Yang, Saeid Haghighatshoar, X. Yi, G. Caire, IEEE Trans. on Wireless Communications, 2021. (senior author)
[J10] “Low-complexity massive MIMO subspace estimation and tracking from low-dimensional projections,” S. Haghighatshoar, G. Caire, IEEE Trans. on Signal Processing, 2018.
[J9] “Low-complexity and Statistically Robust Beamformer Design for Massive MIMO Systems,” M. Nouri Boroujerdi, S. Haghighatshoar, G. Caire, IEEE Trans. on Wireless Communications, 2018. (senior author)
[J8] “FDD Massive MIMO via UL/DL Channel Covariance Extrapolation and Active Channel Sparsification,” M. Barzegar Khalilsarai, S. Haghighatshoar, X. Yi, G. Caire, IEEE Trans. on Wireless Communications, 2018. (senior author)
Compressed Sensing/Optimization Theory/Wireless Communication
[J7] “Massive MIMO channel subspace estimation from low-dimensional projections,” S. Haghighatshoar,
G. Caire, IEEE Trans. on Signal Processing, vol. 65, pp. 303–318, 2017.
[J6] “Massive MIMO Pilot Decontamination and Channel Interpolation via Wideband Sparse Channel Estimation,” S. Haghighatshoar, G. Caire, IEEE Trans. on Wireless Communications, vol. 16, pp. 8316–8332, 2017.
[J5] “EfficientBeamAlignmentformmWaveSingle-CarrierSystemswithHybridMIMOTransceivers,” X. Song, S. Haghighatshoar, G. Caire, IEEE Trans. on Wireless Communications, 2019. (senior author)
[J4] “A Scalable and Statistically Robust Beam Alignment Technique for mm-Wave Systems,” X. Song, S. Haghighatshoar, G. Caire, IEEE Trans. on Wireless Communications, 2018. (senior author)
Information Theory
[J3] “A new entropy power inequality for integer-valued random variables,” S. Haghighatshoar,
E. Abbe, E. Telatar, IEEE Trans. on Information theory, vol. 60, pp. 3787–3796, 2014.
[J2] “Polarization of the R ́enyi Information Dimension with Applications to Compressed Sensing,” S. Haghighatshoar, E. Abbe, IEEE Trans. on Information Theory, vol. 63, pp. 6858–6868, 2017.
[J1] “Non-Bayesian Activity Detection, Large-Scale Fading Coefficient Estimation, and Unsourced Random Access with a Massive MIMO Receiver,” A. Fengler, S. Haghighatshoar, P. Jung, G. Caire, IEEE Trans. on Information Theory, 2020. (senior author)
Conference Proceedings
[C30] “Machine Learning for Geometrically-Consistent Angular Power Spread Function Estimation in Massive MIMO,” Y. Song, M. B. Khalilsarai, S. Haghighatshoar, G. Caire, IEEE Global Communications Conference, 2020.
[C29] “Joint Approximate Covariance Diagonalization with Applications in MIMO Virtual Beam Design,” M. B. Khalilsarai, S. Haghighatshoar, G. Caire, IEEE Global Communications Conference, 2020.
[C28] “Structured Channel Covariance Estimation from Limited Samples in Massive MIMO,” M. B. Khalilsarai, T. Yang, S. Haghighatshoar, G. Caire, IEEE International Conference on Communications (ICC), 2020.
[C27] “Grant-freemassiverandomaccesswithamassiveMIMOreceiver,”A.Fengler,S.Haghighatshoar, P. Jung, G. Caire, Asilomar 2020.
[C26] “Uplink-DownlinkChannelCovarianceTransformationsandPrecodingDesignforFDDMassive MIMO,” M. B. Khalilsarai, S. Haghighatshoar, G. Caire, Asilomar 2020.
[C25] “Improved Scaling Law for Activity Detection in Massive MIMO Systems,” S. Haghighatshoar, P. Jung, G. Caire, IEEE International Symposium on Information Theory (ISIT), Colorado, USA, 2018.
[C24] “Multi-BandCovarianceInterpolationwithApplicationsinMassiveMIMO,”S.Haghighatshoar, M. B. Khalilsarai, G. Caire, IEEE International Symposium on Information Theory (ISIT), Colorado, USA, 2018.
[C23] “Theoretical Bounds on MAP Estimation in Distributed Sensing Networks,” A. Bereyhi, S. Haghighatshoar, R. R. Mu ̈ller, IEEE International Symposium on Information Theory (ISIT), Colorado, USA, 2018.
[C22] “How to Achieve Massive MIMO Gains in FDD Systems?”, M. B. Khalilsarai, S. Haghighatshoar, G. Caire, 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Kalamata, Greece, 2018.
[C21] “FDD Massive MIMO: Efficient Downlink Probing and Uplink Feedback via Active Channel Sparsification,” M. Barzegar Khalilsarai, S. Haghighatshoar, X. Yi, G. Caire, IEEE International Conference on Communications (ICC), 2018.
[C20] “An Efficient CS-Based and Statistically Robust Beam Alignment Scheme for mmWave Systems,” X. Song, S. Haghighatshoar, G. Caire, IEEE International Conference on Communications (ICC), 2018.
[C19] “A RobustTime-DomainBeamAlignmentSchemeforMulti-UserWidebandmmWaveSystems,” X. Song, S. Haghighatshoar, G. Caire, Workshop on Smart Antennas (WSA), 2018.
[C18] “Low-complexity and Statistically Robust Beamformer Design for Massive MIMO Systems,” M. Nouri Boroujerdi, S. Haghighatshoar, G. Caire, Workshop on Smart Antennas (WSA), 2018.
[C17] “Hierarchical Sparse Channel Estimation for Massive MIMO,” G. Wunder, I. Roth, M. B. Khalilsarai, A. Flinth, S. Haghighatshoar, G. Caire, G. Kutyniok, ITG Workshop on Smart Antennas (WSA), 2018.
[C16] “Signal recovery from unlabeled samples,” S. Haghighatshoar, G. Caire, IEEE International Symposium on Information Theory (ISIT), Aachen, Germany, 2017.
[C15] “Compressive Estimation of a Stochastic Process with Unknown Autocorrelation Function,” M. Barzegar Khalilsarai, Saeid Haghighatshoar, G. Caire, G. Wunder, IEEE International Symposium on Information Theory (ISIT), Aachen, Germany, 2017.
[C14] “Low-complexity massive MIMO subspace tracking from low-dimensional projections,” S. Haghighatshoar, G. Caire, IEEE International Conference on Communications (ICC), Paris, France, 2017.
[C13] “Pilot Decontamination through Compressive Wideband Channel Estimation,” S. Haghighatshoar, G. Caire, 50th Asilomar Conference on Signals, Systems and Computers, 2016.
[C12] “The Beam Alignment Problem in mmWave Wireless Networks,” S. Haghighatshoar, G. Caire, 50th Asilomar Conference on Signals, Systems and Computers, 2016.
[C11] “Capacity and degree-of-freedom of OFDM channels with amplitude constraint,” S. Haghighatshoar, P. Jung, G. Caire, IEEE International Symposium on Information theory (ISIT), pp. 900–904,
2016.
[C10] “Enhancing the estimation of mm-Wave large array channels by exploiting spatio-temporal correlation and sparse scattering,” S. Haghighatshoar, G. Caire, 20th International ITG Workshop on Smart Antennas (WSA), pp. 1–7, 2016.
[C9] “Channel vector subspace estimation from sample covariance of low-dimensional projections,” S. Haghighatshoar, G. Caire, International Zurich Seminar on Communications (IZS), pp. 103–107, 2016.
[C8] “Unlabeled sensing: solving a linear system with unordered measurements,” J. Unnikrishnan, S. Haghighatshoar, M. Vetterli, 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton), pp. 786–793, 2015.
[C7] “Asynchronous decoding of LDPC codes over BEC,” S. Haghighatshoar, A. Karbasi, A.H. Salavati, IEEE International Symposium on Information theory (ISIT), pp. 2678–2682, 2015.
[C6] “Robust microphone placement for source localization from noisy distance measurements,” M. J. Taghizadeh, S. Haghighatshoar, A. Asaei, P. N. Garner, and H. Bourlard, 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2579–2583, 2015.
[C5] “Multi-terminal probabilistic compressed sensing,” S. Haghighatshoar, Information theory Proceedings (ISIT), pp. 221–225, 2014.
[C4] “A fast Hadamard transform for signals with sub-linear sparsity,” R. Scheibler, S. Haghighatshoar, M. Vetterli, 51st Annual Allerton Conference on Communication, Control, and Computing,
2013.
[C3] “PolarizationoftheR ́enyiInformationDimensionforsingleandmulti-terminalanalogcompression,” S. Haghighatshoar, E. Abbe, Information theory Proceedings (ISIT), pp. 779–783, 2013.
[C2] “A new entropy power inequality for integer-valued random variables,” S. Haghighatshoar, E. Abbe, E. Telatar, Information theory Proceedings (ISIT), pp. 589–593, 2013.
[C1] “Adaptive sensing using deterministic partial Hadamard matrices,” S. Haghighatshoar, E. Abbe, E. Telatar, Information theory Proceedings (ISIT), pp. 1842–1846, 2012.