225 citations · 888 across the 36 of their papers we have counts for
3 papers · 1 filter
Signal Recovery From 1-Bit Quantized Noisy Samples via Adaptive Thresholding
Shahin Khobahi, Mojtaba Soltanalian
In this paper, we consider the problem of signal recovery from 1-bit noisy measurements. We present an efficient method to obtain an estimation of the signal of interest when the m…
Deep Signal Recovery with One-Bit Quantization
Shahin Khobahi, Naveed Naimipour, Mojtaba Soltanalian +1
Machine learning, and more specifically deep learning, have shown remarkable performance in sensing, communications, and inference. In this paper, we consider the application of th…
Optimized Transmission for Consensus in Wireless Sensor Networks
Shahin Khobahi, Mojtaba Soltanalian
In this paper, we present a consensus-based framework for decentralized estimation of deterministic parameters in wireless sensor networks (WSNs). In particular, we propose an opti…