The Cramér–Rao bound for signal parameter estimation from quantized data [Lecture Notes]
Several current ultrawide band applications, such as millimeter-wave radar and
communication systems–, require high sampling rates and therefore expensive and energy …
communication systems–, require high sampling rates and therefore expensive and energy …
Weighted SPICE algorithms for range-Doppler imaging using one-bit automotive radar
We consider the problem of range-Doppler imaging using one-bit automotive LFMCW 1 or
PMCW radar that utilizes one-bit ADC sampling with time-varying thresholds at the receiver …
PMCW radar that utilizes one-bit ADC sampling with time-varying thresholds at the receiver …
Detection and localization of one-bit signal in multiple distributed subarray systems
A multiple distributed subarray (MDS) system usually transmits the raw data to the fusion
center (FC), where the target detection and localization can be processed. Transmitting raw …
center (FC), where the target detection and localization can be processed. Transmitting raw …
Deceptive SAR jamming based on 1-bit sampling and time-varying thresholds
This paper addresses the issue of deceptive jamming against synthetic aperture radar (SAR)
by using 1-bit sampling and time-varying threshold (TVT). With 1-bit intercepted SAR signal …
by using 1-bit sampling and time-varying threshold (TVT). With 1-bit intercepted SAR signal …
Deep signal recovery with one-bit quantization
S Khobahi, N Naimipour… - ICASSP 2019-2019 …, 2019 - ieeexplore.ieee.org
Machine learning, and more specifically deep learning, have shown remarkable
performance in sensing, communications, and inference. In this paper, we consider the …
performance in sensing, communications, and inference. In this paper, we consider the …
Covariance matrix recovery from one-bit data with non-zero quantization thresholds: Algorithm and performance analysis
Covariance matrix recovery is a topic of great significance in the field of one-bit signal
processing and has numerous practical applications. Despite its importance, the …
processing and has numerous practical applications. Despite its importance, the …
Sinusoidal parameter estimation from signed measurements via majorization–minimization based RELAX
We consider the problem of sinusoidal parameter estimation using signed observations
obtained via one-bit sampling with fixed as well as time-varying thresholds. In a previous …
obtained via one-bit sampling with fixed as well as time-varying thresholds. In a previous …
Interval design for signal parameter estimation from quantized data
We consider the problem of optimizing the quantization intervals (or thresholds) of low-
resolution analog-to-digital converters (ADCs) via the minimization of a Cramér-Rao bound …
resolution analog-to-digital converters (ADCs) via the minimization of a Cramér-Rao bound …
Deep learning-based carrier frequency offset estimation with one-bit ADCs
Low resolution architectures are a power efficient solution for high bandwidth
communication at millimeter wave and terahertz frequencies. In such systems, carrier …
communication at millimeter wave and terahertz frequencies. In such systems, carrier …
One-bit digital radar
This paper introduces a one-bit digital radar involving direct one-bit sampling with unknown
dithering of the received radio frequency (RF) signal. Due to avoiding the analog mixer and …
dithering of the received radio frequency (RF) signal. Due to avoiding the analog mixer and …