activity
20182025
most citedDelay-aware and Energy-Efficient Computation Offloading in Mobile Edge Computing Using Deep Reinforcement Learning

239 citations · 317 across the 14 of their papers we have counts for

collaborators

14 papers

cs.DC2025★ 1 cited

Twinning for Space-Air-Ground-Sea Integrated Networks: Beyond Conventional Digital Twin Towards Goal-Oriented Semantic Twin

Yifei Qiu, Tianle Liao, Xin Jin +2

A space-air-ground-sea integrated network (SAGSIN) has emerged as a cornerstone of 6G systems, establishing a unified global architecture by integrating multi-domain network resour…

eess.SP2025

Scenario-Agnostic Deep-Learning-Based Localization with Contrastive Self-Supervised Pre-training

Lingyan Zhang, Yuanfeng Qiu, Dachuan Li +3

Wireless localization has become a promising technology for offering intelligent location-based services. Although its localization accuracy is improved under specific scenarios, t…

cs.IT2025

Joint Transmission and Control in a Goal-oriented NOMA Network

Kunpeng Liu, Shaohua Wu, Aimin Li +1

Goal-oriented communication shifts the focus from merely delivering timely information to maximizing decision-making effectiveness by prioritizing the transmission of high-value in…

cs.IT2024

Semantics-Empowered Space-Air-Ground-Sea Integrated Network: New Paradigm, Frameworks, and Challenges

Siqi Meng, Shaohua Wu, Jiaming Zhang +3

In the coming sixth generation (6G) communication era, to provide seamless and ubiquitous connections, the space-air-ground-sea integrated network (SAGSIN) is envisioned to address…

cs.IT2023

Evaluate PAC codes via Efficient Estimation on Weight Distribution

Junhua You, Shaohua Wu, Yajing Deng +1

In this letter, we introduce an efficient method for estimating weight distributions of polar codes and polarization-adjusted convolutional (PAC) codes. Based on a recursive algori…

cs.IT2023

Deep Reinforcement Learning-Assisted Age-optimal Transmission Policy for HARQ-aided NOMA Networks

Kunpeng Liu, Aimin Li, Shaohua Wu

The recent interweaving of AI-6G technologies has sparked extensive research interest in further enhancing reliable and timely communications. \emph{Age of Information} (AoI), as a…

cs.IT2023★ 38 cited

Towards Goal-Oriented Semantic Communications: New Metrics, Framework, and Open Challenges

Aimin Li, Shaohua Wu, Siqi Meng +3

Since Shannon's pioneering masterpiece which established the prototype of modern information theory, the goal of communications has long been promising accurate message reconstruct…

cs.IT2022★ 36 cited

Age of Information with Hybrid-ARQ: A Unified Explicit Result

Aimin Li, Shaohua Wu, Jian Jiao +2

Delivering timely status updates in a timeliness-critical communication system is of paramount importance to assist accurate and efficient decision making. Therefore, the topic of…

eess.SY2021★ 2 cited

On the Scheduling Policy for Multi-process WNCS under Edge Computing

Yifei Qiu, Shaohua Wu, Ying Wang

This paper considers a multi-process and multi-controller wireless networked control system (WNCS). There are independent linear time-invariant processes in the system plant wh…

cs.NI2021★ 239 cited

Delay-aware and Energy-Efficient Computation Offloading in Mobile Edge Computing Using Deep Reinforcement Learning

Laha Ale, Ning Zhang, Xiaojie Fang +3

Internet of Things (IoT) is considered as the enabling platform for a variety of promising applications, such as smart transportation and smart city, where massive devices are inte…

cs.IT2021★ 1 cited

New Upper Bounds on the Error Probability under ML Decoding for Spinal Codes and the Joint Transmission-Decoding System Design

Aimin Li, Shaohua Wu, Jian Jiao +2

Spinal codes are a type of capacity-achieving rateless codes that have been proved to approach the Shannon capacity over the additive white Gaussian noise (AWGN) channel and the bi…

cs.IT2019

Energy-Efficient Mobile-Edge Computation Offloading over Multiple Fading Blocks

Rongfei Fan, Fudong Li, Song Jin +3

By allowing a mobile device to offload computation-intensive tasks to a base station, mobile edge computing (MEC) is a promising solution for saving the mobile device's energy. In…

cs.IT2019

On the Scalar-Help-Vector Source Coding Problem

C. Deng, S. Wu, Q. Zhang

In this paper, we consider a scalar-help-vector source coding problem for correlated Gaussian memoryless sources. We deal with the case where encoders observe noisy linea…

cs.IT2018

A Novel High-Rate Polar-Staircase Coding Scheme

Bowen Feng, Jian Jiao, Liu Zhou +3

The long-haul communication systems can offer ultra high-speed data transfer rates but suffer from burst errors. The high-rate and high-performance staircase codes provide an effic…