Monograph:
Qiang Ling. Control Systems with Limited Feedback Information. ISBN: 978-3639130720, VDM Verlag, Apr. 2009.
Selected Journal Papers:
2024
[1] Tangjie Wu, Qiang Ling*. “Mixformer:
Mixture transformer with hierarchical context for spatio-temporal wind speed
forecasting”. Energy Conversion and Management, vol. 299:
117896, 2024.
[2] Adeel Feroz Mirza, Zhaokun Shu, Muhammad Usman, Majad Mansoor, Qiang Ling*.
“Quantile-Transformed Multi-Attention Residual Framework (QT-MARF) for Medium-term PV and Wind Power
Prediction”. Renewable
Energy, vol. 220: 119604, 2024.
[3] Maryam Ejaz, Qiang Ling*. “A new
metaheuristic honey badger-based maximum energy harvesting algorithm for
thermoelectric generation system under dynamic operating conditions”. Soft Computing, vol. 28:
4951–4966, 2024.
[4] Muhammad Usman, Muhammad Zaka-Ud-Din, Qiang Ling*. “Enhanced
encoder–decoder architecture for visual perception multitasking of autonomous
driving”. Expert Systems with Applications, vol. 246:
123249, 2024.
[5] Yuan Liu, Qiang Ling*. “Event-triggered
stabilization of linear systems under quantization and denial-of-service
attacks”. International
Journal of Robust and Nonlinear Control, vol. 34(2):
1196-1216, 2024.
[6] Xiangsheng Li, Manlu Liu*, Qiang Ling. “Pixel-Wise Gamma
Correction Mapping for Low-Light Image Enhancement”. IEEE Trans. on
Circuits and Systems for Video Technology, vol. 34(2):
681-694, 2024.
[7] Zefeng Lai, Tangjie Wu, Xihong Fei, Qiang Ling*. “BERT4ST:
Fine-tuning pre-trained large language model for wind power forecasting”. Energy
Conversion and Management, vol 307: 118331, 2024.
2023
[1] Na Lin, Qiang Ling*. “Dynamic Periodic
Event-Triggered Consensus Protocols for Linear Multiagent Systems with Network
Delay”. IEEE
Systems Journal, vol. 17(1): 1204-1215, 2023.
[2] Chenyi Wang, Qiang Ling*.
Dynamic event-triggered output feedback control for networked Markovian jump
systems under hybrid attacks. Journal of
the Franklin Institute, vol. 36(18): 14614-14629, 2023.
[3]
Yufei Niu, Qiang Ling*. “Event-triggered sliding mode control for networked linear
systems”. Journal
of the Franklin Institute, vol. 360: 1978-1999, 2023.
[4] Xihong Fei, Qiang Ling*. “Attention-based
Global and Local Spatial-Temporal Graph Convolutional Network for Vehicle
Emission Prediction”. Neurocomputing, vol. 521: 41-55,
2022.
[5] Xihong Fei, Zefeng Lai, Yi Fang*, Qiang Ling. “A Dual Attention-based Fusion Network for Long- and Short-Term Multivariate Vehicle Exhaust Emission Prediction”. Science of the Total Environment, vol. 860: 160490, 2023.
[6] Tangjie Wu, Qiang Ling*. “Self-supervised
heterogeneous hypergraph network for knowledge tracing”. Information
Sciences, vol. 624: 200-216, 2023.
[7] Tangjie Wu, Qiang Ling*. “Fusing
hybrid attentive network with self-supervised dual-channel heterogeneous graph
for knowledge tracing”. Expert Systems
with Applications, vol. 225: 120212, 2023.
[8] Ce Zhou, Qiang Ling*. “GAF-Net: Geometric
Contextual Feature Aggregation and Adaptive Fusion for Large-Scale Point Cloud
Semantic Segmentation”. IEEE Trans. on Geoscience and Remote
Sensing, vol. 61:
5705815, 2023.
[9] Jian Wang, Qiang Ling*, Peiyan Li. “Robust
Video Stabilization based on Motion Decomposition”. ACM Trans.
Multimedia Comput. Commun. Appl. , vol. 19(5): 164,
2023.
[10] Adeel Feroz Mirza, Majad Mansoor, Muhammad Usman, Qiang Ling*. “Hybrid
Inception-embedded deep neural network ResNet for short and medium-term PV-Wind
forecasting”. Energy
Conversion and Management, vol. 294: 117574, 2023.
[11] Adeel Feroz Mirza, Majad Mansoor, Muhammad Usman, Qiang Ling*. “A comprehensive
approach for PV wind forecasting by using hyperparameter tuned GCVCNN-MRNN deep
learning model”. Energy, vol. 283:
129189, 2023.
[12] Zefeng Lai, Qiang Ling*. “A dual
spatio-temporal network for short-term wind power forecasting”. Sustainable
Energy Technologies and Assessments, vol. 60: 103486,
2023.
[13] Majad Mansoor, Adeel Feroz Mirza, Muhammad Usman, Qiang Ling*. “Hybrid
forecasting models for wind-PV systems in diverse geographical locations:
Performance and power potential analysis”. Energy Conversion and Management, vol. 287:
117080, 2023.
2022
[1] Yuan Liu, Qiang Ling*. “Stabilizing bit
rate conditions for a scalar linear event-triggered system with Markov dropouts”. Automatica, vol. 146: 110635,
2022.
[2] Shaojie Lan, Qiang Ling*. “Event-triggered
stabilization of multi-dimensional nonlinear systems under communication
constraints”. International Journal of Robust and
Nonlinear Control, vol. 32(2): 1004-1025, 2022.
[3] Na Lin, Qiang Ling*. “Bit-Rate
Conditions for the Consensus of Quantized Multiagent Systems Based on Event
Triggering”. IEEE Trans. on Cybernetics, vol. 52(1):
116-127, 2022.
[4] Xianghua Jiang, Qiang Ling*. “Event-triggered Stabilization
of a Linear System with Model Uncertainty and i.i.d. Feedback Dropouts”. IEEE Trans. on Cybernetics, vol. 52(2): 796-809,
2022.
[5] Yuan Liu, Qiang Ling*. “Event-Triggered
Stabilizing Bit Rate Conditions for an n-Dimensional Linear System with i.i.d.
Feedback Dropouts”. IEEE Trans. on Cybernetics, vol. 52(8): 8032-8046,
2022.
[6] Yuan Liu, Qiang Ling*. “Quantized
stabilization of event‐triggered systems
under independent and identical distributed packet dropouts”. International
Journal of Robust and Nonlinear Control, vol. 32(14):
7860-7878, 2022.
[7] Na Lin, Qiang Ling*. “An event-triggered
consensus protocol for quantized second-order multi-agent systems with network
delay and process noise”. ISA Transactions, vol. 125, 31-41,
2022.
[8] Rui Chen, Jin Zhu*, Qiang Ling. “Event-triggered
stabilization of uncertain scalar switched linear systems with bounded network
delay”. ISA
Transactions, vol. 129: 28-40, 2022.
[9] Chunlin Chen,
Jun Yu, Qiang Ling*.Sparse Attention Block: Aggregating Contextual
Information for Object Detection, Pattern
Recognition, vol. 124, 108418, 2022.
2021
[1] Jiayu Chen, Qiang Ling*. “Bit-rate
Conditions for the Consensus of Quantized Multiagent Systems with
Network-Induced Delays based on Event Triggering”. IEEE Trans. on Cybernetics, vol. 51(2), 984-993,
2021.
[2] Rundong Dou, Qiang Ling*. “Model-Based
Periodic Event-Triggered Control Strategy to Stabilize a Scalar Nonlinear
System”. IEEE
Trans. on Systems, Man, and Cybernetics: Systems, vol. 51(9):
5322-5335, 2021.
[3] Menglei Zhang, Qiang Ling*. Bilateral
Upsampling Network for Single Image Super-Resolution with Arbitrary Scaling
Factors, IEEE
Trans. on Image Processing, vol. 30, 4395-4408, 2021.
[4] Feng Tang, Qiang
Ling*. Learning to Rank Proposals for Siamese Visual Tracking, IEEE Trans. on
Image Processing, vol. 30: 8785-8796, 2021.
[5] Menglei Zhang, Qiang Ling*.
Supervised Pixel-Wise GAN for Face Super-Resolution, IEEE Transactions on
Multimedia，vol. 23,
1938-1950, 2021.
[6] Minda Zhao, Qiang
Ling*. Adaptively Meshed Video Stabilization, IEEE Trans. on Circuits and Systems for
Video Technology, vol. 31(9), 3504 - 3517, 2021.
[7] Zefeng Lai,
Lei Wang*, Qiang Ling. Recurrent Knowledge Tracing Machine based on the
Knowledge State of Students, Expert Systems, vol. 38(11), e12782, 2021.
[8] Majad Mansoor, Adeel Feroz Mirza, Shihui Duan, Jin Zhu, Baoqun Yin, Qiang Ling*. “Maximum energy
harvesting of centralized thermoelectric power generation systems with non-uniform
temperature distribution based on novel equilibrium optimizer”. Energy
Conversion and Management, vol. 246: 114694, 2021.
[9] Adeel Feroz Mirza, Majad Mansoor, Keyu Zhan, Qiang Ling*. “High-Efficiency
Swarm Intelligent Maximum Power Point Tracking Control Techniques for Varying
Temperature and Irradiance”. Energy, vol. 228:
120602, 2021.
[10] Majad Mansoor, Adeel Feroz Mirza, Fei Long, Qiang Ling*. “An Intelligent
Tunicate Swarm Algorithm based MPPT control strategy for Multiple
Configurations of PV systems under Partial Shading Conditions”. Advanced
Theory and Simulations, vol. 4(12),
2100246, 2021.
2020
[1] Qiang Ling. “Necessary and sufficient bit rate conditions to
stabilize a scalar continuous-time LTI system based on event triggering”. IEEE
Trans. on Automatic Control, vol. 65(4): 1598–1612, 2020.
[2] Na Lin, Rundong Dou, Qiang Ling*. “Bit rate
conditions to stabilise a scalar linear system with measurement noise based on
event triggering”. International Journal of Systems Science, vol. 51(4):
655-668, 2020.
[3] Muhammad Imran Shahid, Qiang Ling*. “Event-triggered
distributed dynamic output-feedback dissipative control of multi-weighted and
multi-delayed large-scale systems”. ISA Transactions, vol. 96:116-131,
2020.
[4] Muhammad Imran Shahid, Qiang Ling*. “Event-triggered
distributed fault detection and control of multi-weighted and multi-delayed
large-scale systems”. Journal of the Franklin Institute, vol. 357(10): 6041-6082, 2020.
[5] Rundong Dou, Qiang Ling*, Yuan Liu, Jiayu
Chen, Shijian Shen. “Sufficient Stabilizing Bit Rate Conditions
for an n-Dimensional Nonlinear System Based on Event Triggering”. ISA
Transactions, vol. 105, 146-156, 2020.
[6] Rui Chen, Qiang Ling*. “Event-triggered
feedback stabilisation of switched linear systems under finite bit
rates”. IET
Control Thoery & Applications, vol. 14(20),
3428-3439, 2020.
[7] Minda Zhao, Qiang
Ling*. PWStableNet: Learning Pixel-Wise Warping Maps for Video
Stabilization, IEEE
Trans. on Image Processing, vol. 29: 3582 – 3595, 2020.
[8] Feng Tang, Qiang
Ling*. Contour-Aware Long-term Tracking with Reliable Re-detection, IEEE Trans. on
Circuits and Systems for Video Technology, vol. 30(12),
4739-4754, 2020.
[9] Majad Mansoor, Adeel Feroz Mirza, Qiang Ling*, M.Yaqoob Javed. “Novel Grass Hopper
optimization based MPPT of PV systems for complex partial shading conditions”. Solar Energy, vol. 198:
499-518, 2020.
[10] Majad Mansoor, Adeel Feroz Mirza, Qiang Ling*. “Harris Hawk
Optimization-based MPPT Control for PV Systems under Partial Shading Conditions”. Journal of
Cleaner Production, vol. 274: 122857, 2020.
[11] Adeel Feroz Mirza, Majad Mansoor, Qiang Ling*, Baoqun Yin, M.Yaqoob Javed. “A Salp-Swarm
Optimization based MPPT technique for harvesting maximum energy from PV systems
under partial shading conditions”. Energy Conversion and Management, vol. 209:
112625, 2020.
[12] Adeel Feroz Mirza, Majad Mansoor, Qiang Ling*. “A Novel MPPT
Technique based on Henry Gas Solubility Optimization”. Energy
Conversion and Management, vol. 225: 113409, 2020.
2019
[1] Qiang Ling. “Periodic Event-Triggered Quantization Policy Design
for a Scalar LTI System with i.i.d. Feedback Dropouts”. IEEE
Trans. on Automatic Control, vol. 64(1): 343–350, 2019.
[2] Qiang Ling*, Rui Chen and Rundong Dou, “Bit rate conditions to
stabilize an uncertain scalar continuous-time linear system with clock offset”,
International Journal of Robust and
Nonlinear Control, vol. 29(12), 4209-4227, 2019.
[3] Jiayu Chen, Qiang Ling*. “A robust
quantized consensus protocol for discrete-time multi-agent systems with
additive noise”. ISA Transactions, vol. 86:
29-38, 2019.
[4] Jiayu Chen, Qiang Ling*. “Robust quantized
consensus of discrete multi-Agent
systems under
input Saturation”. Journal of the Franklin Institute, vol. 356(5):
2934-2959, 2019.
[5] Rundong Dou, Jiayu Chen, Qiang Ling*. “Sufficient Bit
Rate Conditions to Stabilize an Uncertain Scalar Nonlinear System Based on
Event Triggering”. Journal of the Franklin Institute, vol. 356(12): 6106-6144,
2019.
[6] Qiang Ling*, Minda Zhao. “Stabilization
of Traffic Videos based on both Foreground and Background Feature Trajectories”. IEEE Trans. on
Circuits and Systems for Video Technology, vol. 29(8),
2215 – 2228, 2019.
[7] Chunlin Chen, Qiang
Ling*. Adaptive Convolution for Object Detection, IEEE Transactions on
Multimedia, vol. 21(12), 3205 – 3217, 2019.
[8] Minda Zhao, Qiang Ling*, Feng
Li. “An Iterative Feedback-Based Change
Detection Algorithm for Flood Mapping in SAR Images”. IEEE Geoscience
and Remote Sensing Letters, vol. 16(2), 231 - 235, 2019.
[9] Feng Tang, Qiang
Ling*. Spatial-aware correlation filters with adaptive weight maps for
visual tracking, Neurocomputing, vol. 358, 369-384,
2019.
[10] Adeel Feroz Mirza, Qiang Ling*, M.Yaqoob Javed, Majad Mansoor. “Novel MPPT
Techniques for Photovoltaic Systems under Uniform Irradiance and Partial
Shading”. Solar
Energy, vol. 184: 628-648, 2019.
2018
[1] Qiang Ling. “Bit-Rate Conditions to Stabilize a Continuous-Time
Linear System with Feedback Dropouts”. IEEE
Trans. on Automatic Control, vol. 63(7), 2176-2183, 2018.
[2] Qiang Ling, Sibin Deng, Feng
Li, Qinghua Huang and Xuelong Li. “A
Feedback-Based Robust Video Stabilization Method for Traffic Videos”. IEEE Trans. on
Circuits and Systems for Video Technology, vol. 28(3),
561 – 572, 2018.
[3] Kaikai Song, Ting Yao, Qiang Ling*, Tao Mei.. “Boosting
image sentiment analysis with visual attention”. Neurocomputing, 312, 218-228, 2018.
2017
[1] Qiang Ling. “Bit
Rate Conditions to Stabilize a Continuous-Time Scalar Linear System Based on
Event Triggering”. IEEE Trans. on Automatic Control,
vol. 62(8), 4093 – 4100, 2017.
[2] Qiang Ling*,
Zhe Yan, Haibo Ji, Yong Wang and
Yongchun Xie, “Sufficient Conditions to Stabilize Time-varying Nonlinear
Sampled-data Systems via Approximation”, International
Journal of Robust and Nonlinear Control, vol. 27(1),
108-120, 2017.
[3] Qiang Ling*, Wei Zheng and
Hai Lin. “An Iterative Method for Control Gain
Design of Multi-Agent Systems with Process Noise”. IEEE
Trans. on Control Systems Technology, vol. 25(5), 1905 – 1911, 2017.
US Patents:
(1). Qiang Ling, M. Fatih Erden，Alexei H. Sacks and Sundeep Chauhan, “Null servo pattern for bit-pattened media”, 7706092, US.
(2). Darren W. Karns, Mark D. Bedillion, Qiang Ling and M. Fatih Erden，“Servo sector format with large lithographic tolerances”, 7576942, US.
(3). Qiang Ling and M. Fatih Erden, “Compensating the effects of non-synchronous writing of erasable servo marks”, 8023392, US.
(4). Qiang Ling and M. Fatih Erden，“Low complexity servo demodulation algorithm for probe storage”, 20090086360, US.