A comprehensive survey on spectrum sensing in cognitive radio networks: Recent advances, new challenges, and future research directions
Y Arjoune, N Kaabouch - Sensors, 2019 - mdpi.com
Cognitive radio technology has the potential to address the shortage of available radio
spectrum by enabling dynamic spectrum access. Since its introduction, researchers have …
spectrum by enabling dynamic spectrum access. Since its introduction, researchers have …
An overview of signal processing techniques for millimeter wave MIMO systems
RW Heath, N Gonzalez-Prelcic… - IEEE journal of …, 2016 - ieeexplore.ieee.org
Communication at millimeter wave (mmWave) frequencies is defining a new era of wireless
communication. The mmWave band offers higher bandwidth communication channels …
communication. The mmWave band offers higher bandwidth communication channels …
[图书][B] An invitation to compressive sensing
This first chapter formulates the objectives of compressive sensing. It introduces the
standard compressive problem studied throughout the book and reveals its ubiquity in many …
standard compressive problem studied throughout the book and reveals its ubiquity in many …
Channel estimation in broadband millimeter wave MIMO systems with few-bit ADCs
We develop a broadband channel estimation algorithm for millimeter wave (mmWave)
multiple input multiple output (MIMO) systems with few-bit analog-to-digital converters …
multiple input multiple output (MIMO) systems with few-bit analog-to-digital converters …
Sample-level data selection for federated learning
Federated learning (FL) enables participants to collaboratively construct a global machine
learning model without sharing their local training data to the remote server. In FL systems …
learning model without sharing their local training data to the remote server. In FL systems …
Capacity analysis of one-bit quantized MIMO systems with transmitter channel state information
With bandwidths on the order of a gigahertz in emerging wireless systems, high-resolution
analog-to-digital convertors (ADCs) become a power consumption bottleneck. One solution …
analog-to-digital convertors (ADCs) become a power consumption bottleneck. One solution …
Robust 1-bit compressed sensing and sparse logistic regression: A convex programming approach
Y Plan, R Vershynin - IEEE Transactions on Information Theory, 2012 - ieeexplore.ieee.org
This paper develops theoretical results regarding noisy 1-bit compressed sensing and
sparse binomial regression. We demonstrate that a single convex program gives an …
sparse binomial regression. We demonstrate that a single convex program gives an …
Channel estimation in millimeter wave MIMO systems with one-bit quantization
We develop channel estimation agorithms for millimeter wave (mmWave) multiple input
multiple output (MIMO) systems with one-bit analog-to-digital converters (ADCs). Since the …
multiple output (MIMO) systems with one-bit analog-to-digital converters (ADCs). Since the …
1-bit matrix completion
In this paper, we develop a theory of matrix completion for the extreme case of noisy 1-bit
observations. Instead of observing a subset of the real-valued entries of a matrix M, we …
observations. Instead of observing a subset of the real-valued entries of a matrix M, we …
One‐bit compressed sensing by linear programming
Y Plan, R Vershynin - Communications on pure and Applied …, 2013 - Wiley Online Library
We give the first computationally tractable and almost optimal solution to the problem of one‐
bit compressed sensing, showing how to accurately recover an s‐sparse vector\input …
bit compressed sensing, showing how to accurately recover an s‐sparse vector\input …