Journal Papers

NoTitleAuthor(s)JournalInfo.
22LoRD-Net: Unfolded Deep Detection Network with Low-Resolution ReceiversS. Khobahi, N. Shlezinger, M. Soltanalian, and Y. C. EldarIEEE Transactions on Signal ProcessingSubmitted, 2021.

21Deep Initialization for Guaranteed Unimodular Quadratic ProgrammingA. V. Ramesh, and M. SoltanalianIEEE Signal Processing LettersSubmitted, 2021.

20Mathematics of Sparsity and Entropy Measures: Equivalency, Optimality, and ConstructionsF. Yeganegi, A. Eamaz, and M. SoltanalianIEEE Transactions on Information TheorySubmitted, 2021.

19Model-Based Deep Learning for Additive Manufacturing: New Frontiers and ApplicationsS. Ghungrad, B. Gould, M. Soltanalian, S. Wolff, and A. HaghighiManufacturing Letters
vol.29, August 2021, Pages 94-98.
18Unfolded Algorithms for Deep Phase RetrievalN. Naimipour, S. Khobahi, and M. SoltanalianIEEE Transactions on Signal ProcessingSubmitted, 2020.

17Mutual Interference Mitigation for Multiple Connected Automotive Radar SystemsA. Bose, B. Tang, M. Soltanalian, and J. LiIEEE Transactions on Vehicular TechnologySubmitted, 2020.

16On the Performance of One-Bit DoA Estimation via Sparse Linear ArraysS. Sedighi, B. Shankar, M. Soltanalian, and B. OtterstenIEEE Transactions on Signal Processing
Submitted, 2020. pdf

15Waveform Design for Mutual Interference Mitigation in Automotive RadarA. Bose, B. Tang, W. Huang, M. Soltanalian, and J. LiIEEE Transactions on Signal ProcessingSubmitted, 2020.
14DoA Estimation Using Low-Resolution Multi-Bit Sparse Array MeasurementsS. Sedighi, B. Shankar, M. Soltanalian, and B. OtterstenIEEE Signal Processing LettersIn press, 2021.
13Efficient Waveform Covariance Matrix Design and Antenna Selection for MIMO RadarA. Bose, S. Khobahi, and M. SoltanalianSignal Processingvol. 183, June 2021, 107985.
12Model-Based Deep Learning for One-Bit Compressive SensingS. Khobahi and M. SoltanalianIEEE Transactions on Signal Processingvol. 68, pp. 5292-5307, Sep. 2020.
11Optimized Transmission for Parameter Estimation in Wireless Sensor NetworksS. Khobahi, M. Soltanalian, F. Jiang, and A. SwindlehurstIEEE Transactions on Signal and Information Processing over Networksno. 6, pp. 35-47, Oct. 2019. Appeared on the IEEE TSIPN Popular Articles list, Nov. 2019.
10Efficient Design of Binary Sequences with Low Autocorrelation SidelobesR. Lin, M. Soltanalian, B. Tang, and J. LiIEEE Transactions on Signal Processingno. 24, pp. 6397-6410, Dec. 2019.
9One-Bit Radar Processing With Time-Varying Sampling ThresholdsA. Ameri, A. Bose, J. Li, and M. SoltanalianIEEE Transactions on Signal Processingvol. 67, no. 20, pp. 5297-5308, Oct. 2019. pdf
8Large-System Mutual Information Analysis of Receive Spatial Modulation in Correlated Multi-Cell Massive MIMO NetworksM. Maleki, K. Mohamed-Pour, and M. SoltanalianIEEE Transactions on Communicationsvol. 67, no. 9, pp. 6071-6084, Sep. 2019. pdf
7Grab-n-Pull: A Max-Min Fractional Quadratic Programming Framework with Applications in Signal ProcessingA. Gharanjik, M. Soltanalian, B. Shankar, and B. OtterstenSignal Processingvol. 160, pp. 1-12, Jul. 2019. pdf
6Receive Spatial Modulation in Correlated Massive MIMO with Partial CSIM. Maleki, K. Mohamed-Pour, and M. SoltanalianIEEE Transactions on Signal Processingvol. 67, no. 5, pp. 1237-1250, Mar. 2019. pdf
5Constructing Binary Sequences with Optimal Peak Sidelobe Level: An Efficient Analytical-Computational InterplayA. Bose, and M. SoltanalianIEEE Transactions on Signal Processingvol. 66, Issue: 11, pp. 2998 – 3007, Jun. 2018. pdf
4Locating the Few: Sparsity-Aware Waveform Design for Active RadarH. Hu, M. Soltanalian, P. Stoica, and X. ZhuIEEE Transactions on Signal Processing
vol. 65, Issue: 3, pp. 651 – 662, Feb. 2017. pdf
3Training Signal Design for Correlated Massive MIMO Channel EstimationM. Soltanalian, M. M. Naghsh, N. Shariati, P. Stoica, and B. HassibiIEEE Transactions on Wireless Communications
vol. 16, Issue: 2, pp. 1135 – 1143, Feb. 2017. pdf
2Directional Modulation via Symbol-Level Precoding: A Way to Enhance SecurityA. Kalantari, M. Soltanalian, S. Maleki, S. Chatzinotas, and B. OtterstenIEEE Journal of Selected Topics in Signal Processing
vol. 10, Issue: 8, pp. 1478 – 1493, Dec. 2016. pdf
1Efficient Sum-Rate Maximization for Large-Scale MIMO AF-Relay NetworksM. M. Naghsh, M. Soltanalian, P. Stoica, M. Masjedi, and B. OtterstenIEEE Transactions on Wireless Communicationsvol. 15, Issue: 9, pp. 6400 – 6411, Sept. 2016. pdf

Peer-Reviewed Conference Papers

NoTitleAuthor(s)ConferenceInfo.
37Deep One-Bit Compressive AutoencodingS. Khobahi, A. Bose, and M. SoltanalianIEEE Statistical Signal Processing Workshop (SSP 2021)Rio de Janeiro, Brazil, 2021. Invited.
36Model-Inspired Deep Detection with Low-Resolution ReceiversS. Khobahi, N. Shlezinger, M. Soltanalian, and Y. C. EldarIEEE International Symposium on Information Theory (ISIT) 2021Melbourne, Victoria, Australia, 2021.
35On the Asymptotic Performance of One-Bit Co-Array-Based MUSICS. Sedighi, B. Shankar, M. Soltanalian, and B. OtterstenIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021Toronto, Ontario, Canada, 2021.
34Modified Arcsine Law for One-Bit Sampled Stationary Signals with Time-Varying ThresholdsA. Eamaz, F. Yeganegi, and M. SoltanalianIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021Toronto, Ontario, Canada, 2021.
33CoroNet: A Deep Network Architecture for Identification of COVID-19 from Chest X-Ray ImagesC. Agarwal, S. Khobahi, A. Bose, D. Schonfeld, and M. SoltanalianSPIE Medical Imaging Conference
San Diego, CA, 2021. The codes are available here.
32UPR: A Model-Driven Architecture for Deep Phase RetrievalN. Naimipour, S. Khobahi, and M. SoltanalianAsilomar Conference on Signals, Systems, and ComputersPacific Grove, CA, 2020.

31Limits of Transmit Beamforming for Massive MIMO RadarA. Bose, A. Ghauri, and M. SoltanalianAsilomar Conference on Signals, Systems, and ComputersPacific Grove, CA, 2020. Invited.
30Deep-URL: A Model-Aware Approach to Blind Deconvolution Based on Deep Unfolded Richardson-Lucy NetworkC. Agarwal, S. Khobahi, A. Bose, M. Soltanalian, and D. SchonfeldIEEE International Conference on Image Processing (ICIP 2020)Abu Dhabi, UAE, 2020.
29Deep Radar Waveform Design for Efficient Automotive Radar SensingS. Khobahi, A. Bose, and M. SoltanalianIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2020Hangzhou, China, 2019. Invited.
28One-Bit DoA Estimation via Sparse Linear ArraysS. Sedighi, B. Shankar, M. Soltanalian, and B. Ottersten11th IEEE Sensor Array and Multichannel Signal Processing WorkshopBarcelona, Spain, 2020. Invited.
27Waveform Design for One-Bit Radar Systems Under Uncertain Interference StatisticsA. Ameri, A. Bose, and M. SoltanalianAsilomar Conference on Signals, Systems, and Computers 2019

Pacific Grove, CA, 2019. Invited.

26Joint Optimization of Waveform Covariance Matrix and Antenna Selection for MIMO RadarA. Bose, S. Khobahi, and M. SoltanalianAsilomar Conference on Signals, Systems, and Computers 2019Pacific Grove, CA, 2019. Invited.
25Learning-Based Shadow Mitigation for Terahertz Multi-Layer ImagingP. Wang, T. Koike-Akino, A. Bose , R. Ma, P. Orlik, W. Tsujita, K. Sadamoto, H. Tsutada, and M. Soltanalian44th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)Paris, France, 2019. pdf
24THz Multi-Layer Imaging Via Nonlinear Inverse ScatteringA. Bose, A. Kadu, H. Mansour, P. Wang, P. Boufounos, P. Orlik, and M. Soltanalian44th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)Paris, France, 2019. pdf
23Deep Signal Recovery With One-Bit QuantizationS. Khobahi, N. Naimipour, M. Soltanalian, and Y. C. EldarIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019Brighton, UK, 2019. pdf
22Comprehensive Personalized Ranking Using One-Bit Comparison DataA. Ameri, A. Bose, and M. SoltanalianIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019Brighton, UK, 2019. pdf
21One-Bit Radar Processing for Moving Target DetectionA. Ameri, and M. SoltanalianRadar Conference (RadarConf) 2019Boston, MA, 2019. pdf
20Design of Unimodular Sequence Sets with Good Correlation and Complementary Correlation PropertiesI. A. Arriaga-Trejo, A. Bose, A. G. Orozco-Lugo, and M. SoltanalianIEEE Global Conference on Signal and Information Processing (GlobalSIP) 2018Anaheim, CA, 2018. pdf
19Graph Clustering Using One-Bit Comparison DataN. Naimipour and M. SoltanalianAsilomar Conference on Signals, Systems, and Computers 2018Pacific Grove, CA, 2018. pdf
18Signal Recovery from 1-Bit Quantized Noisy Samples via Adaptive ThresholdingS. Khobahi and M. SoltanalianAsilomar Conference on Signals, Systems, and Computers 2018Pacific Grove, CA, 2018. pdf
17One-Bit Radar Processing and Estimation with Time-Varying Sampling ThresholdsA. Ameri, J. Li, and M. SoltanalianIEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) 2018Sheffield, UK, 2018. Invited. pdf
16Generalized Cyclic Algorithms for Designing Unimodular Sequence Sets with Good (Complementary) Correlation PropertiesA. Bose, I. A. Arriaga-Trejo, A. G. Orozco-Lugo, and M. SoltanalianIEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) 2018Sheffield, UK, 2018. Invited. pdf
15Low-Rank Matrix Recovery From One-Bit Comparison InformationA. Bose, A. Ameri, M. Klug, and M. Soltanalian43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2018Calgary, Canada, 2018. pdf
14Efficient Non-Convex Graph Clustering for Big DataN. Naimipour, and M. Soltanalian43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2018Calgary, Canada, 2018. pdf
13Optimized Transmission for Consensus in Wireless Sensor NetworksS. Khobahi, and M. Soltanalian43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2018Calgary, Canada, 2018. pdf
12Designing Signals with Good Correlation and Distribution PropertiesA. Bose, N. Mohammadi, and M. Soltanalian43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2018Calgary, Canada, 2018. pdf
11Efficient Construction of Polyphase Sequences With Optimal Peak Sidelobe Level GrowthA. Bose, and M. Soltanalian5th IEEE Global Conference on
Signal and Information Processing (GlobalSIP) 2017
Montreal, Canada, 2017.
pdf
10ComSens: Exploiting Pilot Diversity for Pervasive Integration of Communication and Sensing in MIMO-TDD FrameworksM. Mousaei, M. Soltanalian, and B. SmidaMILCOM 2017Baltimore, Maryland, 2017. pdf
9Non-Convex Shredded Signal Reconstruction via Sparsity EnhancementA. Bose, M. Soltanalian42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2017New Orleans, LA, 2017. pdf
8MIMO Directional Modulation M-QAM Precoding for Transceivers Performance EnhancementA. Kalantari, C. Tsinos, M. Soltanalian, S. Chatzinotas, W.-K. Ma, and B. Ottersten18th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) 2017Sapporo, Japan, 2017. pdf
7Spatial Peak Power Minimization for Relaxed Phase M-PSK MIMO Directional Modulation TransmitterA. Kalantari, C. Tsinos, M. Soltanalian, S. Chatzinotas, W.-K. Ma, and B. Ottersten25th European Signal Processing Conference (EUSIPCO) 2017Kos Island, Greece, 2017. pdf
6Max-Min Transmit Beamforming via Iterative RegularizationA. Gharanjik, B. Shankar, M. Soltanalian, and B. Ottersten50th Asilomar Conference on Signals, Systems, and ComputersPacific Grove, CA, 2016. pdf
5Reliability Problems and Pareto-Optimality in Cognitive Radar (Invited Paper)M. Soltanalian, B. Shankar, and B. Ottersten24th European Signal Processing Conference (EUSIPCO) 2016Budapest, Hungary, 2016. pdf
4An Iterative Approach to Nonconvex QCQP with Applications in Signal ProcessingA. Gharanjik, B. Shankar, M. Soltanalian, and B. OtterstenIEEE 9th Sensor Array and Multichannel Signal Processing Workshop (SAM) 2016Rio de Janeiro, Brazil, 2016. pdf
3Grab-n-Pull: An Optimization Framework for Fairness-Achieving NetworksM. Soltanalian, A. Gharanjik, B. Shankar, and B. OtterstenIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2016  Shanghai, China, 2016. pdf
2Rate Optimization for Massive MIMO Relay Networks: A Minorization-Maximization ApproachM. M. Naghsh, M. Soltanalian, P. Stoica, M. Masjedi, and B. OtterstenIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2016Shanghai, China, 2016. pdf
1Secure M-PSK Communication Via Directional ModulationA. Kalantari, M. Soltanalian, S. Maleki, S. Chatzinotas, and B. OtterstenIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2016 Shanghai, China, 2016. pdf

Books and PhD Theses

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Signal Design for Active Sensing and Communications
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