225 citations · 888 across the 36 of their papers we have counts for
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Deep Radar Waveform Design for Efficient Automotive Radar Sensing
Shahin Khobahi, Arindam Bose, Mojtaba Soltanalian
In radar systems, unimodular (or constant-modulus) waveform design plays an important role in achieving better clutter/interference rejection, as well as a more accurate estimation…
Deep One-bit Compressive Autoencoding
Shahin Khobahi, Arindam Bose, Mojtaba Soltanalian
Parameterized mathematical models play a central role in understanding and design of complex information systems. However, they often cannot take into account the intricate interac…
Waveform Design for One-Bit Radar Systems Under Uncertain Interference Statistics
Arindam Bose, Aria Ameri, Mojtaba Soltanalian
An important problem in cognitive radar is to enhance the estimation performance of the system by a joint design of its probing signal and receive filter using the a priori informa…
Joint Optimization of Waveform Covariance Matrix and Antenna Selection for MIMO Radar
Arindam Bose, Shahin Khobahi, Mojtaba Soltanalian
In this paper, we investigate the problem of jointly optimizing the waveform covariance matrix and the antenna position vector for multiple-input-multiple-output (MIMO) radar syste…
Model-Aware Deep Architectures for One-Bit Compressive Variational Autoencoding
Shahin Khobahi, Mojtaba Soltanalian
Parameterized mathematical models play a central role in understanding and design of complex information systems. However, they often cannot take into account the intricate interac…
One-Bit Radar Processing with Time-Varying Sampling Thresholds
Aria Ameri, Arindam Bose, Jian Li +1
Target parameter estimation in active sensing, and particularly radar signal processing, is a long-standing problem that has been studied extensively. In this paper, we propose a n…
Optimized Transmission for Parameter Estimation in Wireless Sensor Networks
Shahin Khobahi, Mojtaba Soltanalian, Feng Jiang +1
A central problem in analog wireless sensor networks is to design the gain or phase-shifts of the sensor nodes (i.e. the relaying configuration) in order to achieve an accurate est…
Comprehensive Personalized Ranking Using One-Bit Comparison Data
Aria Ameri, Arindam Bose, Mojtaba Soltanalian
The task of a personalization system is to recommend items or a set of items according to the users' taste, and thus predicting their future needs. In this paper, we address such p…