Liang Zong

Dr. Liang Zong

orcid

Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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10 December 2021 in IEEE Transactions on Industrial Informatics
Verified
Journal Article
Closed access
LZLiang Zong
Liang Zong
FMFida Hussain Memon
Fida Hussain Memon
Xingwang LiXingwang Li
Xingwang Li
HWHan Wang
Han Wang
KDKapal Dev
Kapal Dev
Data transmission for the industrial Internet of Things (IoT) is crucial for industrial production, especially in the Industry 5.0 era, where human–machine collaboration is increasingly intensive. To ensure the continuity and robustness of industrial IoT communications in the case of damaged infrastructure communication facilities postdisaster, the industrial IoT can be connected with satellite networks in emergencies. This article presents a cross-regional, end-to-end, transmission control scheme for satellite-supported, multihop industrial IoT. The proposed scheme adjusts the window of data transmission from two phases, slow start and congestion avoidance, to accommodate the low-transmission performance caused by a long delay and high bit error rate in converged networks. The window of data transmission is also adjusted to increase the amount of data transmission for the slow start to fill the high bandwidth-delay product of the converged network, while adjusting the threshold of data transmission based on feedback information to distinguish different data losses during congestion avoidance. The feasibility of the heterogeneous network transmission model is experimentally verified. The results show that the scheme can achieve good performance in heterogeneous networks of industrial IoT and satellite networks. The scheme is effective in ensuring the continuity and stability of intelligent machine production in Industry 5.0 in emergency communication cases.

30 January 2023 in IEEE Transactions on Industrial Informatics
Verified
Journal Article
Closed access
LZLiang Zong
Liang Zong
DQDawei Qiao
Dawei Qiao
HWHan Wang
Han Wang
YBYong Bai
Yong Bai
Sustainable connectivity between an augmented intelligence of things system and terminal devices can provide a strong guarantee for an enterprise's continuity of production. To ensure sustainable data interaction in emergency situations, such as damage to communication infrastructure facilities in a postdisaster period, a pyramidal air–space–ground network model is proposed in this article, and its transmission performance is investigated. The space network, constructed of geostationary satellites and medium and low earth orbit (MEO and LEO) satellites, is heterogeneously fused with the terrestrial AIoT network to ensure around-the-clock network service for enterprise production. Then, bandwidth–delay product analysis is performed for this heterogeneous network. The proposed scheme improves the data transmission efficiency of the network model by mitigating the impact of a long round-trip time and improving the congestion window optimization in the case of data loss. The proposed scheme increases the transmission rate in the network model by a factor of 3.72 compared to the traditional transmission scheme in the case of a 5-hop terrestrial AIoT network and has a 3.94-fold advantage in download time.

1 March 2024 in Applied Intelligence
Verified
Journal Article
Closed access
PDF file
XSXiang Shen
Xiang Shen
DHDezhi Han
Dezhi Han
LZLiang Zong
Liang Zong
GZGuo Zihan
Guo Zihan
JHJie Hua
Jie Hua

26 August 2021 in IEEE Transactions on Intelligent Transportation Systems
Verified
Journal Article
Closed access
LZLiang Zong
Liang Zong
HWHan Wang
Han Wang
YBYong Bai
Yong Bai
GLGaofeng Luo
Gaofeng Luo
Vehicular ad hoc networks (VANETs) have attracted increasing attention in cross-regional communication. The interconnection between VANETs and satellite networks expands their communication range. To improve the transmission performance of heterogeneous networks composed of VANETs and satellite networks, this paper proposes an end-to-end transmission control scheme for satellite network-assisted VANETs, analyzes the bandwidth delay product of multihop VANETs through heterogeneous networks, and establishes a transmission control model applicable to cross-regional environments. To address the long delay and high bit error rate in heterogeneous networks, the model designs the congestion window in the slow start and congestion avoidance of the transmission scheme. The data transmission volume is increased in the slow start, and various packet losses are distinguished in congestion avoidance. The experimental results show that the scheme can achieve good transmission performance in heterogeneous networks composed of VANETs and satellite networks. The results show that VANETs data can be effectively transmitted in heterogeneous networks. Compared with the traditional transmission scheme, this simple and practical end-to-end transmission control scheme can improve speed by 83.49 kbps and reduce transmission duration time of FTP server by $4.72\times 10^{3}$ s. The results of this study provide a reference for massive data transmission in heterogeneous networks of VANETs and satellite networks.

1 May 2024 in Arabian Journal for Science and Engineering
Verified
Journal Article
Closed access
PDF file
JYJinyang Yi
Jinyang Yi
DHDezhi Han
Dezhi Han
CCChengqing Chen
Chengqing Chen
XSXiang Shen
Xiang Shen
LZLiang Zong
Liang Zong

21 August 2025 in Electronics
Verified
Journal Article
Open access
PDF file
LZLiang Zong
Liang Zong
YCYun Cheng
Yun Cheng
Zhangfeng MaZhangfeng Ma
Zhangfeng Ma
HWHan Wang
Han Wang
ZLZhan Liu
Zhan Liu
YTYinqing Tang
Yinqing Tang
Millimeter-wave (mmWave) and terahertz (THz) communications are susceptible to frequent link disruptions and severe performance degradation due to high directionality, significant path loss, and sensitivity to blockages. These challenges are particularly acute in highly dynamic and densely populated user environments. The issues present significant obstacles to ensuring reliability and quality of service (QoS) in future space–air–ground integrated networks. To address these challenges, this paper proposes an adaptive transmission control scheme designed for space–air–ground integrated multi-hop networks operating in the mmWave/THz bands. By analyzing the intermittent connectivity inherent in such networks, the proposed scheme incorporates an incremental factor and a backlog indicator into its congestion control mechanism. This allows for the accurate differentiation between packet losses resulting from network congestion and those caused by channel blockages, such as human body occlusion or beam misalignment. Furthermore, the scheme optimizes the initial congestion window during the slow-start phase and dynamically adapts its transmission strategy during the congestion avoidance phase according to the identified cause of packet loss. Simulation results demonstrate that the proposed method effectively mitigates throughput degradation from link blockages, improves data transmission rates in highly dynamic environments, and sustains more stable end-to-end connectivity. Our proposed scheme achieves a 35% higher throughput than TCP Hybla, 40% lower latency than TCP Veno, and maintains 99.2% link utilization under high mobility.