Publications

Submitted for Publication

  • On the Channel Parameter Tracking Error for Sub-Nyquist Satellite-Based Synchronization
    M. S. Stein, A. Lenz, and A. L. Swindlehurst, 2017.

  • Data-driven Quality Assessment of Noisy Nonlinear Sensor and Measurement Systems
    M. S. Stein, M. Neumayer, and K. Barbé, 2017.

  • Joint Transmit and Receive Filter Optimization for Sub-Nyquist Wireless Channel Estimation
    A. Lenz, M. S. Stein, and A. L. Swindlehurst, 2017. [preprint]

  • Wireless Channel Estimation with Low-Complexity 1-bit ADC and Unknown Quantization Threshold
    M. S. Stein, S. Bar, J. A. Nossek, and J. Tabrikian, 2017. [preprint]

  • Fisher Information Bounds with Applications in Nonlinear Learning, Compression and Inference
    M. S. Stein, J. A. Nossek, and K. Barbé, 2015. [preprint]

Journals

  • A Pessimistic Approximation for the Fisher Information Measure
    M. S. Stein and J. A. Nossek, IEEE Transactions on Signal Processing, vol. 65, no. 2, pp. 386–396, 2017. [DOI]

  • Asymptotic Parameter Tracking Performance with Measurement Data of 1-Bit Resolution
    M. Stein, A. Kürzl, A. Mezghani, and J. A. Nossek, IEEE Transactions on Signal Processing, vol. 63, no. 22, pp. 6086–6095, 2015. [DOI]

  • Overdemodulation for High-Performance Receivers with Low-Resolution ADC
    M. Stein, S. Theiler, and J. A. Nossek, IEEE Wireless Communications Letters, vol. 4, no. 2, pp. 169–172, 2015. [DOI]

  • A Lower Bound for the Fisher Information Measure
    M. Stein, A. Mezghani, and J. A. Nossek, IEEE Signal Processing Letters, vol. 21, no. 7, pp. 796–799, 2014. [DOI]

  • Information-Preserving Transformations for Signal Parameter Estimation
    M. Stein, M. Castañeda, A. Mezghani, and J. A. Nossek, IEEE Signal Processing Letters, vol. 21, no. 7, pp. 866–870, 2014. [DOI]

Conferences

  • Analog Transmit Signal Optimization for Undersampled Delay-Doppler Estimation
    A. Lenz, M. S. Stein, and A. L. Swindlehurst, European Signal Processing Conference, Kos, Greece, 2017. [preprint]

  • Performance Analysis for Time-Of-Arrival Estimation with Oversampled Low-Complexity 1-bit A/D Conversion
    M. S. Stein, IEEE Int. Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, USA, 2017, pp. 4491-4495. [DOI] [preprint]

  • Measurement-driven Quality Assessment of Nonlinear Systems by Exponential Replacement
    M. Stein, J. A. Nossek, and K. Barbé, IEEE Int. Instrumentation and Measurement Technology Conference (I2MTC), Taipei, Taiwan, 2016, pp. 1-5. [DOI]

  • Performance Analysis for Pilot-based 1-bit Channel Estimation with Unknown Quantization Threshold
    M. Stein, S. Bar, J. A. Nossek, and J. Tabrikian, IEEE Int. Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, 2016, pp. 4353-4357. [DOI]

  • Asymptotic Performance Analysis for 1-bit Bayesian Smoothing
    L. Zhang, M. Stein, and J. A. Nossek, IEEE Int. Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, 2016, pp. 4458-4462. [DOI]

  • DOA Parameter Estimation with 1-bit Quantization - Bounds, Methods and the Exponential Replacement
    M. Stein, K. Barbé, and J. A. Nossek, 20th Int. ITG Workshop on Smart Antennas (WSA), Munich, Germany, 2016, pp. 1-6. [preprint]

  • Signal Parameter Estimation Performance under a Sampling Rate Constraint
    A. Lenz, M. Stein, and J. A. Nossek, Asilomar Conference on Signals, Systems and Computers, Pacific Grove, California, USA, 2015, pp. 503-507. [DOI]

  • Ranging with High Accuracy and without Ambiguities
    S. Theiler, M. Stein, and J. A. Nossek, Workshop on Positioning, Navigation and Communication (WPNC), Dresden, Germany, 2015.

  • Will the 1-bit GNSS Receiver Prevail?
    M. Stein and J. A. Nossek, IEEE/ION Position, Location and Navigation Symposium (PLANS), Monterey, USA, 2014, pp. 1033-1040. [DOI]

  • Optimum Analog Receive Filters for Detection and Inference under a Sampling Rate Constraint
    M. Stein, A. Lenz, A. Mezghani, and J. A. Nossek, IEEE Int. Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, Italy, 2014, pp. 1827–1831. [DOI]

  • Information-Preserving Spatial Filtering for Direction-of-Arrival Estimation
    M. Stein, M. Castañeda and J. A. Nossek, Int. ITG Workshop on Smart Antennas ( WSA), Erlangen, Germany, 2014, pp. 1 – 6.

  • Joint Space-Time Interference Mitigation for Embedded Multi-Antenna GNSS Receivers
    M. Castañeda, M. Stein, F. Antreich, E. Tasdemir, L. Kurz, T. G. Noll, and J. A. Nossek, ION GNSS+, Nashville, USA, 2013, pp. 3399-3408.

  • Quantization-Loss Reduction for Signal Parameter Estimation
    M. Stein, F. Wendler, A. Mezghani, and J. A. Nossek, IEEE Int. Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver, Canada, 2013, pp. 5800-5804. [DOI]

  • Quantization-Loss Analysis for Array Signal-Source Localization
    M. Stein, A. Mezghani, and J.A. Nossek, Int. ITG Workshop on Smart Antennas (WSA), Stuttgart, Germany, 2013, pp. 1-8.

  • Quantization-Loss Reduction for 1-bit BOC Positioning
    F. Wendler, M. Stein, A. Mezghani, and J. A. Nossek, ION Int. Technical Meeting (ITM), San Diego, USA, 2013, pp. 509-518.

  • Multi-Satellite Time-Delay Estimation for Reliable High-Resolution GNSS Receivers
    C. Enneking, M. Stein, M. Castañeda, F. Antreich, and J. A. Nossek, IEEE/ION Position, Location and Navigation Symposium (PLANS), Myrtle Beach, USA, 2012, pp. 488-494. [DOI]

Theses

  • Signal Parameter Estimation with 1-bit ADC - Performance Bounds, Methods and System Design
    M. S. Stein, PhD Thesis, April 2016. [mediaTUM]

  • Two-way Relay Channels with Half-duplex Constraint
    M. Stein, Master’s Thesis, October 2010. [mediaTUM]

  • A Framework for Detection and Tracking of Pedestrians
    M. Stein, Bachelor’s Thesis, February 2009.

Notes & Reports

  • Towards Optimal Schemes for the Half-Duplex Two-Way Relay Channel
    M. Stein, Technical Note, 2011. [arXiv]

  • Dual Problem Algorithms
    M. Stein, Report, 2009. [mediaTUM]

Talks & Posters

  • Signal Parameter Estimation with 1-bit ADC
    Technische Universität München (TUM), Germany, July 2016.

  • A Conservative Likelihood Framework for Nonlinear Signal Processing
    Deutscher Akademischer Austauschdienst (DAAD), Bonn, Germany, July 2016.

  • High-Resolution Signal Processing with Low-Complexity System Design
    Universität der Bundeswehr, München, Germany, February 2016.

  • DOA Parameter Estimation with 1-bit ADC
    Universität Paderborn, Germany, February 2016.

  • Information-Preserving Spatial Filtering for Direction-of-Arrival Estimation
    Sony European Technology Center (STC), Stuttgart, October 2015.

  • Will the 1-bit GNSS Receiver Prevail?
    DLR Space Administration, Cologne-Bonn, Germany, January 2015.

  • Will the 1-bit GNSS Receiver Prevail?
    Rheinisch-Westfälische Technische Hochschule (RWTH), Aachen, Germany, March 2014.

  • Opportunities and Challenges of Adaptive Hardware-aware GNSS Channel Estimation
    Technische Universität München, Germany, November 2013.

  • Quantization-loss Reduction for Information Measures
    IEEE European School of Information Theory, Ohrid, Macedonia, April 2013.

  • Quantization-loss Reduction for Information Measures
    Technische Universität Dresden, Germany, February 2013.

  • Quantization-loss Reduction for 1-bit GNSS Signal Parameter Estimation
    University of California, Irvine, USA, January 2013.

  • Complexity-Performance Tradeoff for GNSS Signal Parameter Estimation
    Rheinisch-Westfälische Technische Hochschule (RWTH), Aachen, Germany, January 2013.

  • Optimizing Low-Complexity GNSS Receivers
    Rheinisch-Westfälische Technische Hochschule (RWTH), Aachen, Germany, October 2012.

  • Time-delay Estimation for Multi-Satellite Systems
    Technische Universität München, Germany, March 2012.

  • Towards Optimal Schemes for the Half-Duplex Two-Way Relay Channel
    Technische Universität München, Germany, March 2011.

  • Towards Optimal Schemes for the Half-Duplex Two-Way Relay Channel
    Eidgenössische Technische Hochschule (ETH), Zürich, Switzerland, February 2011.

  • Two-way Relay Channels with Half-duplex Constraint
    Technische Universität München, Germany, October 2010.

  • Dual Problem Algorithms - Optimization for Communications and Signal Processing
    TUM Summer School, Sarntal, Austria, September 2009.

  • Random Matrix Theory for MIMO Communications
    Technische Universität München, Germany, July 2009.