Tingting Zhang

Publications

Articles in journals
Chapters in books
Conference papers
Patents
Reports

Articles in journals

Lindén, J. , Wang, X. , Forsström, S. & Zhang, T. (2020). Productify news article classification model with Sagemaker. Advances in Science, Technology and Engineering Systems, vol. 5: 2, pp. 13-18.    

Lavassani, M. , Forsström, S. , Jennehag, U. & Zhang, T. (2018). Combining Fog Computing with Sensor Mote Machine Learning for Industrial IoT. Sensors, vol. 18: 5    

Dobslaw, F. , Zhang, T. & Gidlund, M. (2016). End-to-End Reliability-aware Scheduling for Wireless Sensor Networks. IEEE Transactions on Industrial Informatics, vol. 12: 2, pp. 758-767.    

Dobslaw, F. , Zhang, T. & Gidlund, M. (2016). QoS-Aware Cross-layer Configuration for Industrial Wireless Sensor Networks. IEEE Transactions on Industrial Informatics, vol. 12: 5, pp. 1679-1691.  

Dobslaw, F. , Tingting, Z. & Gidlund, M. (2015). Latency Improvement Strategies for Reliability-Aware Scheduling in Industrial Wireless Sensor Networks. International Journal of Distributed Sensor Networks, vol. 2015, pp. 1-10.    

Barac, F. , Gidlund, M. & Zhang, T. (2015). Ubiquitous, yet Deceptive: Hardware-Based Channel Metrics on Interfered WSN Links. IEEE Transactions on Vehicular Technology, vol. 64: 5, pp. 1766-1778.  

Barac, F. , Caiola, S. , Gidlund, M. , Sisinni, E. & Zhang, T. (2014). Channel Diagnostics for Wireless Sensor Networks in Harsh Industrial Environments. IEEE Sensors Journal, vol. 14: 11, pp. 3983-3995.  

Shen, W. , Zhang, T. , Barac, F. & Gidlund, M. (2014). PriorityMAC: A Priority-Enhanced MAC Protocol for Critical Traffic in Industrial Wireless Sensor and Actuator Networks. IEEE Transactions on Industrial Informatics, vol. 10: 1, pp. 824-835.  

Barac, F. , Gidlund, M. & Zhang, T. (2014). Scrutinizing Bit- and Symbol-Errors of IEEE 802.15.4 Communication in Industrial Environments. IEEE Transactions on Instrumentation and Measurement, vol. 63: 7, pp. 1783-1794.  

Yang, D. , Gidlund, M. , Shen, W. , Xu, Y. , Zhang, T. & Zhang, H. (2013). CCA-Embedded TDMA Enabling Acyclic Traffic in Industrial Wireless Sensor Networks. Ad hoc networks, vol. 11: 3, pp. 1105-1121.  

Shen, W. , Zhang, T. , Gidlund, M. & Dobslaw, F. (2013). SAS-TDMA: A Source Aware Scheduling Algorithm for Real-Time Communication in Industrial Wireless Sensor Networks. Wireless networks, vol. 19: 6, pp. 1155-1170.  

Wang, Q. , Zhang, T. & Balasingham, I. (2011). Characterizing the traffic load distribution in dense wireless sensor networks. Journal of Networks, vol. 6: 2, pp. 173-180.  

Österberg, P. & Zhang, T. (2011). Multicast-Favourable Max-Min Fairness : The Definition and How to Comply. International Journal of Computers and Applications, vol. 33: 1, pp. 1-8.  

Huang, X. , Jiang, Y. , Kanter, T. & Zhang, T. (2010). Privacy for mHealth Presence. International Journal of Next-Generation Networks, vol. 2: 4, pp. 33-44.  

Wang, Q. & Zhang, T. (2009). Bottleneck Zone Analysis in Energy-Constrained Wireless Sensor Networks. IEEE Communications Letters, vol. 13: 6, pp. 423-425.  

Österberg, P. & Zhang, T. (2008). Fair Allocation of Multicast Transmission Costs. International Journal On Advances in Telecommunications, vol. 1: 1, pp. 1-13.

Jennehag, U. , Zhang, T. & Pettersson, S. (2007). Improving transmission efficiency in H.264 based IPTV systems. IEEE transactions on broadcasting, vol. 53: 1, pp. 69-78.  

Xu, Y. & Zhang, T. (2002). Variable shortened-and-punctured Reed-Solomon codes for packet loss protection. IEEE Transactions On Broadcasting, vol. 48: 3, pp. 237-245.  

Zhang, T. , Jennehag, U. & Xu, Y. (2001). Numerical modeling of transmission errors and video quality of MPEG-2. Signal processing. Image communication, vol. 16: 8, pp. 817-825.  

Zhang, T. & Xu, Y. (1999). Unequal Packet Loss Protection for Layered Video Transmission. IEEE Transaction on Broadcasting, vol. 45: 2, pp. 243-252.  

Chapters in books

Barac, F. , Gidlund, M. , Zhang, T. & Sisinni, E. (2017). Error Manifestation in Industrial WSN Communication and Guidelines for Countermeasures. In Wireless Sensor Systems for Extreme Environments : Space, Underwater, Underground and Industrial. John Wiley & Sons.

Wang, Q. & Zhang, T. (2009). A Survey on Security in Wireless Sensor Networks. In Security in RFID and Sensor Networks. Boca Raton : CRC Press. pp. 293-320.

Conference papers

Fält, M. , Forsström, S. , He, Q. & Zhang, T. (2022). Learning-Based Anomaly Detection Using Log Files with Sequential Relationships. In 6th International Conference on System Reliability and Science, Venice, Italy, 23-25 Nov. 2022.

Hassan, A. , Sjöström, M. , Zhang, T. & Egiazarian, K. (2022). Light-Weight EPINET Architecture for Fast Light Field Disparity Estimation. In Light-Weight EPINET Architecture for Fast Light Field Disparity Estimation : 26-28 Sept. 2022, Shanghai, China. Shanghai, China : . pp. 1--5.  

Forsström, S. , Danielski, I. , Zhang, T. & Jennehag, U. (2021). Collecting Indoor Environmental Sensor Values for Machine Learning Based Smart Building Control. In 2020 IEEE International Conference on Internet of Things and Intelligence System (IoTaIS).. pp. 37--43.  

Fält, M. , Forsström, S. & Zhang, T. (2021). Machine Learning Based Anomaly Detection of Log Files Using Ensemble Learning and Self-Attention. In 5th International Conference on System Reliability and Science, Palermo, Italy, 24-26 Nov. 2021.. pp. 209--215.    

Lindén, J. , Zhang, T. , Forsström, S. & Österberg, P. (2021). Multi-language Information Extraction with Text Pattern Recognition. In Computer Science & Information Technology (CS & IT) : Natural Language Computing7^th International Conference on Natural Language Computing (NATL 2021), November 27~28, 2021, London, United Kingdom.. pp. 1--17.  

Naskar, S. , Zhang, T. , Hancke Jr, G. P. & Gidlund, M. (2021). OTP-Based Symmetric Group Key Establishment Scheme for IoT Networks. In IECON Proceedings (Industrial Electronics Conference).  

Li, J. , Mei, Z. & Zhang, T. (2020). A method for document image enhancement to improve template-based classification. In ACM International Conference Proceeding Series.. pp. 87--91.  

Lindén, J. , Wang, X. , Forsström, S. & Zhang, T. (2019). Bilingual Auto-Categorization Comparison of two LSTM Text Classifiers. In 2019 8th International Congress on Advanced Applied Informatics (IIAI-AAI).  

Lindén, J. , Forsström, S. & Zhang, T. (2018). Evaluating Combinations of Classification Algorithms and Paragraph Vectors for News Article Classification. In Proceedings of the 2018 Federated Conference on Computer Science and Information Systems. Warzaw : (Annals of Computer Science and Information Systems). pp. 489--495.  

Wang, B. , Zhang, T. , Chang, Z. , Ristaniemi, T. & Liu, G. (2017). 3D Matrix-Based Visualization System of Association Rules. In IEEE CIT 2017 - 17th IEEE International Conference on Computer and Information Technology.. pp. 357--362.  

Zhao, Y. & Zhang, T. (2017). Discovery of Temporal Association Rules in Multivariate Time Series. In INTERNATIONAL CONFERENCE ON MATHEMATICS, MODELLING AND SIMULATION TECHNOLOGIES AND APPLICATIONS (MMSTA 2017). (DEStech Transactions on Computer Science and Engineering). pp. 294--300.

Lin, Y. , Lavassani, M. , Li, J. & Zhang, T. (2017). PixVid: Capturing Temporal Correlated Changes in Time Series. In Proceedings - 5th International Conference on Advanced Cloud and Big Data, CBD 2017. (International Conference on Advanced Cloud and Big Data). pp. 337--342.  

Yang, Q. , Wang, S. & Zhang, T. (2017). Pruning and Summarizing the Discovered Time Series Association Rules from Mechanical Sensor Data Qing. In PROCEEDINGS OF THE 3RD ANNUAL INTERNATIONAL CONFERENCE ON ELECTRONICS, ELECTRICAL ENGINEERING AND INFORMATION SCIENCE (EEEIS 2017). Paris : (Advances in Engineering Research). pp. 40--45.    

Lavassani, M. , Barac, F. , Gidlund, M. & Zhang, T. (2016). Handling Event-Triggered Traffic of Safety and Closed-Loop Control Systems in WSANs. In 14th IEEE International Conference on Industrial Informatics (INDIN'16).. pp. 631--636.  

Xue, R. , Zhang, T. , Chen, D. , Le, J. & Lavassani, M. (2016). Sensor Time Series Association Rule Discovery Based on Modified Discretization Method. In 2016 FIRST IEEE INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND THE INTERNET (ICCCI 2016).. pp. 196--202.

Zhang, C. , Zhang, T. & Wang, M. (2015). A distributed range query framework for the internet of things. In 2015 18th International Conference on Intelligence in Next Generation Networks, ICIN 2015.. pp. 83--88.  

Peng, Y. , Zhang, T. , Sun, L. & Chen, J. (2015). A Novel Data Mining Method on Falling Detection and Daily Activities Recognition. In Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI.. pp. 675--681.  

Dobslaw, F. , Gidlund, M. & Zhang, T. (2015). Challenges for the use of data aggregation in industrial Wireless Sensor Networks. In IEEE International Conference on Automation Science and Engineering.. pp. 138--144.  

Barac, F. , Gidlund, M. & Zhang, T. (2015). CLAP: Chip-Level Augmentation of IEEE 802.15.4 PHY for Error-Intolerant WSN Communication. In IEEE Vehicular Technology Conference. Glasgow, Scotland : . pp. 1--7.  

Barac, F. , Gidlund, M. & Zhang, T. (2015). PREED: Packet Recovery by Exploiting the Determinism in Industrial WSN Communication. In Proceedings - IEEE International Conference on Distributed Computing in Sensor Systems, DCOSS 2015. Fortaleza, Brazil : . pp. 81--90.  

Barac, F. , Gidlund, M. & Zhang, T. (2014). LPED: Channel Diagnostics in WSN Through Channel Coding and Symbol Error Statistics. In IEEE ISSNIP 2014 - 2014 IEEE 9th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, Conference Proceedings. Singapore : . pp. 1--6.  

Zhang, X. & Zhang, T. (2013). Achieving scalability in a distributed electronic health record system. In Proceedings of 2013 Science and Information Conference, SAI 2013. (Proceedings of 2013 Science and Information Conference, SAI 2013). pp. 68--77.

Barac, F. , Gidlund, M. & Zhang, T. (2013). Channel Coding and Interleaving in Industrial WSN : Abiding to Timing Constraints and Bit Error Nature. In Proceedings - M and N 2013: 2013 IEEE International Workshop on Measurements and Networking.. pp. 46--51.  

Shen, W. , Zhang, T. & Gidlund, M. (2013). Joint Routing and MAC for Critical Traffic in Industrial Wireless Sensor and Actuator Networks. In IEEE International Symposium on Industrial Electronics.. pp. Art. no. 6563730-  

Tang, J. & Zhang, T. (2013). Mid Sweden University: A survey of wireless sensor networks for home healthcare monitoring application. In SENSORNETS 2013 - Proceedings of the 2nd International Conference on Sensor Networks.. pp. 240--243.

Dobslaw, F. , Zhang, T. & Gidlund, M. (2013). QoS Assessment for Mission-critical Wireless Sensor Network Applications. In Proceedings - Conference on Local Computer Networks, LCN.. pp. 663--666.  

Shen, W. , Zhang, T. & Gidlund, M. (2012). Distributed Data Gathering Scheduling Protocol for Wireless Sensor Actor and Actuator Networks. In Communications (ICC), 2012 IEEE International Conference on.. pp. 7120--7125.    

Lu, X. , Tang, H. , Cheng, W. & Zhang, T. (2012). Heterogeneous Data Source Middleware for Android E-Health Application. In 2012 EIGHTH INTERNATIONAL CONFERENCE ON MOBILE AD HOC AND SENSOR NETWORKS (MSN 2012).. pp. 92--99.  

Huang, X. , Fu, R. , Chen, B. , Zhang, T. & Roscoe, A. W. (2012). User interactive Internet of things privacy preserved access control. In 2012 International Conference for Internet Technology and Secured Transactions, ICITST 2012. (2012 International Conference for Internet Technology and Secured Transactions, ICITST 2012). pp. 597--602.

Shen, W. , Zhang, T. , Xu, Y. , Xie, D. & Johansson, A. (2011). Smart Border Routers for eHealthCare Wireless Sensor Networks. In The 7th International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM).. pp. 1--4.  

Zhang, T. (2010). Energy Allocation in Wireless Sensor Networks: Theory and Practice. In IEEE Globecom 2010,6-10 December, Miami , USA..

Wang, Q. & Zhang, T. (2010). Fair energy allocation in large-scale and dense sensor networks. In GLOBECOM - IEEE Global Telecommunications Conference.  

Huang, X. , Zhang, T. & Sun, L. (2010). Outer System Flow Privacy Protection. In 2010 IEEE International Systems Conference Proceedings, SysCon 2010.. pp. 117--120.  

Huang, X. & Zhang, T. (2010). Privacy and Security Aware Home Sensor System. In 2010 Cross-Strait Conference on Information Science and Technology, CSCIST 2010, Qinghuangdao, China, July, 2010.

Huang, X. , Jiang, Y. , Gao, X. , Gu, R. & Zhang, T. (2010). Sensor Aided Authentication. In Communications in Computer and Information Science Volume 76 CCIS, 2010. (Communications in Computer and Information Science). pp. 265--277.  

Wang, Q. & Zhang, T. (2010). Traffic load distribution in large-scale and dense wireless sensor networks. In 2010 The 5th Annual ICST Wireless Internet Conference, WICON 2010.. pp. No 5452655-  

Wang, Q. & Zhang, T. (2009). A Multi-homing Extension of Wireless Node Implementation in Ns-2. In 2009 4th International Conference on Communications and Networking in China, CHINACOM 2009 : ChinaCom'09.. pp. 751--756.    

Wang, Q. & Zhang, T. (2009). Characterizing the traffic load distribution in dense sensor networks. In 3rd International Conference on New Technologies, Mobility and Security, NTMS 2009.. pp. 5384829-  

Huang, X. , Zhang, T. & Hou, Y. (2009). ID management among clouds. In 2009 1st International Conference on Future Information Networks, ICFIN 2009.. pp. 237--241.  

Huang, X. , Yin, H. , Yifan, H. , Lisi, L. , Lan, S. , Sina, Z. , Yang, J. & Zhang, T. (2009). Privacy of Value-Added Context-Aware Service Cloud. In Lecture notes in computer science Volume 5931. (Lecture notes in computer science). pp. 547--552.  

Wang, Q. & Zhang, T. (2009). Simulated Wireless Multihomed Node in NS-2. In The Sixth Swedish National Computer Networking Workshop and Ninth Scandinavian Workshop on Wireless Adhoc Networks.

Wang, Q. & Zhang, T. (2009). Traffic load analysis in large-scale and dense wireless sensor networks. In The Sixth Swedish National Computer Networking Workshop and Ninth Scandinavian Workshop on Wireless Adhoc Networks.

Wang, Q. , Zhang, T. & Pettersson, S. (2008). An effort to understand the optimal routing performance in wireless sensor network. In Proceedings of the 22nd International Conference on Advanced Information Networking and Applications : AINA2008, Ginowan City , Okinawa, Japan. 25-28 March 2008.. pp. 279--286.  

Marx, B. , Kollecker, J. , Lammen, B. , Nordin, J. , Zhang, T. & Sjöström, M. (2008). Distributed Vehicle Simulation - A Student Project in Mechatronics and Distributed Systems. In 9th International Workshop on Research and Education in Mechatronics, Bergamo, Italy, 18-19 September 2008..

Wang, Q. & Zhang, T. (2008). Sec-SNMP: Policy-Based Security Management for Sensor Networks. In SECRYPT 2008: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON SECURITY AND CRYPTOGRAPHY. Portugal : . pp. 222--226.

Wang, Q. & Zhang, T. (2008). Source Traffic Modeling in Wireless Sensor Networks for Target Tracking. In The 5th ACM International Symposium on Performance Evaluation of Wireless Ad-Hoc, Sensor, and Ubiquitous Networks (PE-WASUN'08). USA : . pp. 96--100.  

Reiman, U. , Zhang, T. & Pettersson, S. (2007). A secure multicast downstream authentication protocol in sensor network.

Österberg, P. , Zhang, T. & Gidlund, M. (2007). Bandwidth Allocation in Broadband Access Networks. In Proceedings of 12th European cionference on networks & optical communications (NOC 2007).. pp. 525--532.

Österberg, P. & Zhang, T. (2007). Bid-Based Cost Sharing Among Multicast Receivers. In 4th International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness and Workshops, QSHINE '07.  

Wang, Q. , Zhang, T. & Pettersson, S. (2007). Bounding the Information Collection performance of Wireless Sensor Network Routing. In CNSR 2007: Proceedings of the Fifth Annual Conference on Communication Networks and Services Research. Washing, DC. USA : . pp. 55--62.  

Wang, Q. & Zhang, T. (2007). Detecting anomaly node behavior in wireless sensor networks. In Proceedings - 21st International Conference on Advanced Information Networking and Applications Workshops/Symposia, AINAW'07. USA : . pp. 451--456.  

Österberg, P. & Zhang, T. (2007). Fair Allocation of Link Capacity through Feedback of Bottleneck Information. In Digital Telecommunications, , 2006. ICDT '06. International Conference on 29-31 Aug. 2006.. pp. 59--59.  

Österberg, P. & Zhang, T. (2007). Fair Cost Sharing Among Multicast Receivers. In 2007 Second International Conference on Digital Telecommunications, ICDT'07.  

Österberg, P. & Zhang, T. (2006). Fairer Allocation of Link Capacity Through Information Feedback. In Proceedings of the Fifth IASTED International Conference on Communication Systems and Networks.. pp. 143--148.

Österberg, P. & Zhang, T. (2006). Revised Definition of Multicast-Favorable Max-Min Fairness. In Proceedings of the Third IASTED International Conference on Communications and Computer Networks, CCN 2006IASTED International Conference on Communications and Computer Networks, Lima, Peru, October 2006.. pp. 63--68.

Zhang, T. , Österberg, P. & Xu, Y. (2005). Multicast-Favorable Max-Min Fairness : a general definition of multicast fairness. In Proceedings - First International Conference on Distributed Frameworks for Multimedia Applications 2005, DFMA '05.. pp. 239--244.  

Österberg, P. & Zhang, T. (2004). A Bandwidth-Allocation Policy Taking Layered Video Multicast into Consideration. In Proceedings of the Eighth IASTED International Conference on Internet and Multimedia Systems and Applications.. pp. 347--352.

Jennehag, U. & Zhang, T. (2004). Increasing bandwidth utilization in next generation IPTV networks. In ICIP: 2004 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1- 5. (IEEE International Conference on Image Processing (ICIP)). pp. 2075--2078.

Österberg, P. , Forsgren, D. & Zhang, T. (2003). Receiver-Controlled Joint Source/Channel Coding on the Application Level, for Video Streaming over WLANs. In The 57th IEEE Semiannual Vehicular Technology Conference, 2003. VTC 2003-Spring. : Vol. 3. (Conference record / IEEE Vehicular Technology Conference). pp. 1558--1561.  

Xu, Y. & Zhang, T. (2002). A VLSI Design for Universal Reed-Solomon Erasure Decoder. In International Conference on Signal Processing Proceedings, ICSP.. pp. 398--401.  

Xu, Y. & Zhang, T. (2001). An implementation of coding scheme for packet loss protection. In Proceedings of the 11th International Packet Video Workshop.

Xu, Y. & Zhang, T. (2000). An adaptive redundancy technique for wireless indoor multicasting. In IEEE Symposium on Computers and Communications - Proceedings. Los Alamitos, Calif : . pp. 607--614.  

Zhang, T. , Jennehag, U. & Xu, Y. (2000). Numerical modeling of transmission errors and video quality of MPEG-2. In Packet Video 2000 : Proceedings. 10th International Packet Video Workshop, Cagliari, Sardinia, Italy, May 1-2 2000.

Zhang, T. & Xu, Y. (1999). General Modeling of Layered Packet Video for Multicast Systems. In Proceedings of the third World Multiconference on Systemics, Cybernetics and Informatics (SCI'99) and the Fifth International Conference on Information Systems Analysis and Synthesis (ISAS'99), Orlando, USA, July 31 August 4, 1999.. pp. 261--268.

Malmberg, Å. & Zhang, T. (1997). Intelligent agents for information retreival in internet. In Artificial intelligence and soft computing : proceedings of the IASTED international conference, Banff, Canada, July 27 to August 1, 1997. Anaheim, Calif. : . pp. 327--330.

Padghalm, L. & Zhang, T. (1995). Building the Ontology for a Medical Diagnosis System Using Standard Text. In In the IJCAI’95 Workshop ”Basic Ontological Issues in Knowledge Sharing. Canada :

Padghalm, L. & Zhang, T. (1993). Terminological Logic with Defaults: A definition and an Application. In Proceedings of IJCAI'93. France : (Proceedings of IJCAI'93)

Zhang, T. & Padghalm, L. (1991). A Diagnosis Using a Default Inheritance Hierarchy. In the 1991 IJCAI Workshop on Medical Decision Support Systems. Australia :

Zhang, T. & Padghalm, L. (1990). A Diagnosis System Using Classification. In Proceedings of the fifth International Symposium on Methodologies for Intelligent Systems. Knoxville, Tennessee, US :

Patents

Gidlund, M. , Yang, D. , Xu, Y. , Shen, W. & Zhang, T. (2015). Wireless communication method and system with collision avoidance protocol .

Olsson, K. , Andersson, R. , Zhang, T. & Xu, Y. (1997). A Fast Implementation Scheme for 2-D Discrete Cosine Transform .

Olsson, K. , Andersson, R. , Zhang, T. & Xu, Y. (1997). Digital Video Temporal Noise Reduction .

Reports

Österberg, P. , Forsgren, D. & Zhang, T. (2003). Receiver-controlled dynamic forward error correction for video streaming.