Deep Learning Based Pilot-Free Transmission: Error Correction Coding for Low-Resolution Reception Under Time-Varying Channels
Recently, deep learning aided methods have been developed for error correction coding
with quantitative constraints. However, previous studies only focus on additive white …
with quantitative constraints. However, previous studies only focus on additive white …
[HTML][HTML] Air-to-Ground Path Loss Model at 3.6 GHz under Agricultural Scenarios Based on Measurements and Artificial Neural Networks
Unmanned aerial vehicles (UAVs) have found expanding utilization in smart agriculture.
Path loss (PL) is of significant importance in the link budget of UAV-aided air-to-ground …
Path loss (PL) is of significant importance in the link budget of UAV-aided air-to-ground …
Dynamic Resource Allocation for Multi-Satellite Cooperation Networks: A Decentralized Scheme Under Statistical CSI
M Zhao, H Yu, J Pan, Y Jin, G Lv, Y Jin - IEEE Access, 2024 - ieeexplore.ieee.org
The densification of low-Earth orbit (LEO) constellations and the development of inter-
satellite links enable the cooperative transmission of multiple satellites. This paper …
satellite links enable the cooperative transmission of multiple satellites. This paper …
[HTML][HTML] An effective vehicle road scene recognition based on improved deep learning
Q Li, W Yang - Measurement: Sensors, 2023 - Elsevier
In order to improve the recognition for autonomous vehicles with respect to road scenes, a
new activation function called ReLU sigmoid is proposed based on ReLU and the sigmoid …
new activation function called ReLU sigmoid is proposed based on ReLU and the sigmoid …
Multimodality-aided multicarrier waveform recognition in low SNR regimes based on denoised cyclic autocorrelation transformation
Wireless signal recognition driven by artificial intelligence (AI) plays a pivotal role in 6G
ultrareliable wireless communications, facilitating spectrum surveillance to impede illegal …
ultrareliable wireless communications, facilitating spectrum surveillance to impede illegal …
Hierarchical Classification of Analog and Digital Modulation Schemes Using Higher-Order Statistics and Support Vector Machines
Automatic modulation classification (AMC) algorithms are crucial for various military and
commercial applications. There have been numerous AMC algorithms reported in the …
commercial applications. There have been numerous AMC algorithms reported in the …
[HTML][HTML] Resource Allocation in Multi-Carrier Multiplexed NOMA Cooperative System
Non-orthogonal multiple access (NOMA) cooperative communication technology can
combine the advantages of NOMA and cooperative communication, providing high spectrum …
combine the advantages of NOMA and cooperative communication, providing high spectrum …
Unified Constellation Design Using Projection Over QAM: Concept and Examples
X Yan, P Wang, A Wang, W Liu, X Hou… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
Beyond fifth generation (B5G)/sixth generation (6G) wireless systems require full utilization
of all spectrums. However, hardware devices operating in the high-frequency bands bring a …
of all spectrums. However, hardware devices operating in the high-frequency bands bring a …
Low complexity deep neural network based transmit antenna selection and signal detection in SM-MIMO system
In this paper, with the investigation of the conventional Euclidean distance based transmit
antenna selection (ED-AS) and the maximum likelihood detection (MLD) in spatial …
antenna selection (ED-AS) and the maximum likelihood detection (MLD) in spatial …
[HTML][HTML] A Secure Cooperative Transmission of Image Super-Resolution in Wireless Relay Networks
The image transmission over wireless media experiences not only unavailable performance
loss caused by the environment and hardware issues, but also information leakage to …
loss caused by the environment and hardware issues, but also information leakage to …