Post-Doctoral Scholar
Year 2023

• Songyut Phoemphon: Wireless Sensor Networks: WSN Localization (2020/1-2023/2)
  = "Improved Distance Estimation with Node Selection Localization and Particle Swarm Optimization for Obstacle-Aware Wireless Sensor Networks," Expert System With Application (ESWA), Feb. 2021.
  = ""An enhanced node segmentation and distance estimation scheme with improved PSO for obstacle-aware wireless sensor network localization," Journal of Network and Computer Applications (JNCA), Nov. 2023.

• Yanika Kongsorot: Wireless Sensor Networks: WSN Routing/ Security Analysis (2020/2-2023/1)
  = "An enhanced fuzzy-based clustering protocol with an improved shuffled frog leaping algorithm for WSNs," Expert Syst. With Appl. (ESWA), Feb. 2022.
  = "An Intrusion Detection and Identification System for Internet of Things Networks using a Hybrid Ensemble Deep Learning Framework," IEEE Transactions on Sustainable Computing, August 2023.

Year 2022

• Pakarat Musikawan: Internet of Thigss: Coverage/Deployment and Security (2020/2-2022/1)
  = "An Enhanced Deep Learning Neural Network for the Detection and Identification of Android Malware," IEEE Internet of Things, July 2022.
  = "An Enhanced Obstacle-Aware Deployment Scheme with an Opposition-based Competitive Swarm Optimizer for Mobile WSNs," Expert System With Application (ESWA), vol. 189, 116035, March 2022.

Year 2021

• Phet Imtongkhum: Internet of Things: Congestion Control (2020/2-2021/1)
  = "An enhanced CoAP scheme using fuzzy logic with adaptive timeout for IoT congestion control," IEEE Access, vol. 9, pp. 58967-58981, 2021.
  = "Multistage Fuzzy Logic Congestion Aware Routing with Dual-Stage Notification and Relative Barring Distance in Wireless Sensor Networks," Wirel. Netw. (WN), vol. 27, no. 1, pp. 1287-1308, 2021.

Year 2020

• Tri Nguan Gia: Wireless Sensor Networks: Coverage and Deployment(2017/2-2020/1)
  = "An Efficient Distributed Algorithm for Target-Coverage Preservation in Wireless Sensor Networks," Peer to Peer Netw. and Appl. (PPNA), vol. 14, no. 1, pp. 453-466, 2021.
  = "Distributed Deployment Algorithm for Barrier Coverage in Mobile Sensor Networks," IEEE Access, vol. 6, pp. 21042-21052, 2018.

Research (Graduate) Interns
Year 2020

• Van-Truong Truong (Duy Tan University, VN): Wireless Sensor Networks: Performance Analysis of MEC with NOMA (Summer 2020)
  = "On the System Performance of Mobile Edge Computing in an Uplink NOMA WSN with a Multiantenna Access Point over Nakagami-m Fading," IEEE/CAA Journal of Automatica Senica, June 2021.

Year 2018

• Duc-Dung Tran (Duy Tan University, VN): Wireless Sensor Networks: Performance Analysis with NOMA and SWIPT (Summer 2018)
  = "Performance Analysis of DF/AF Cooperative MISO Wireless Sensor Networks with NOMA and SWIPT over Nakagami-m Fading," IEEE Access, vol. 6, pp. 56142-56161, 2018.

Graduate Students

Year 2024

• Co-Adviser: Chenset Kim (MSc.): Internet of Things: Attacks (2021/1-2024/1); Main-Adviser: Dr. Phet Imtongkhum @KKU.AC.TH
  = "FLSec-RPL: A Fuzzy Logic-Based Intrusion Detection Scheme for Securing RPL-Based IoT Networks against DIO Neighbor Suppression Attacks," Cybersecurity (Springer), February 2024.

Year 2023

• Co-Adviser: Sopha Khoeurt (MSc.): Internet of Things: Attacks (2021/1-2023/2); Main-Adviser: Dr. Phet Imtongkhum @KKU.AC.TH
  = "Multidirectional Trust-Based Security Mechanisms for Sinkhole Attack Detection in the RPL Routing Protocol for Internet of Things," J. of Wirel. Mobile Netw.s, Ubiquitous Comput., and Dependable Appl. (JoWUA), Sept. 2023.

• Sovannarith Heng (Ph.D.): Wireless Sensor Networks: Multimedia Networking (2016/1-2023/1)
  Currently work as a lecturer at Royal University of Phnom Penh, Phnom Penh.
  = "A Novel Video-on-Demand Caching Scheme using Hybrid Fuzzy Logic Least Frequency and Recently Used with Support Vector Machine," J. of Wirel. Mobile Netw.s, Ubiquitous Comput., and Dependable Appl. (JoWUA), vol. 14, no. 1, pp. 15-36, March 2023.
  = "Fuzzy Adaptive-Sampling Block Compressed Sensing for Wireless Multimedia Sensor Networks," Sensors, vol. 20, no. 21, 6217, 2020.
  = "Distributed Image Compression Architecture over Wireless Multimedia Sensor Networks," Wirel. Commun. and Mobile Comput. (WCMC), vol. 2017, 21 pp., 2017.

Year 2022

• Nhat Nguyen Anh (Ph.D.): Wireless Sensor Networks: Recharable and Charger (2018/2-2022/2); Co-Adviser: Dr. Ha Dac Binh @DUYTAN.EDU.VN
  Currently work as a lecturer at FPT University, Vietnam.
  = "Secrecy Performance Analysis and Optimization for UAV-Relay-Enabled WPT and Cooperative NOMA MEC in IoT Networks," IEEE Access, November, 2023.
  = "Performance Analysis and Optimization for IoT Mobile Edge Computing Networks with RF Energy Harvesting and UAV Relaying," IEEE Access, Jan. 2022.
  = "System Performance Analysis for an Energy Harvesting IoT System using a DF/AF UAV-enabled Relay with Downlink NOMA under Nakagami-m Fading," Sensors, vol. 21, no. 1, 285, 2021.
  = "On Secrecy Analysis of UAV-enabled Relaying NOMA Systems with RF Energy Harvesting," INISCOM, pp. 267-281, Dec. 2021.
  = "Performance Analysis in UAV-enabled Relay with NOMA under Nakagami-m Fading Considering Adaptive Power Splitting," JCSSE, May 2021.

Year 2020

• Phet Imtongkhum (Ph.D.): Wireless Sensor Networks: Transport-aware Networking (2017/1-2020/1)
  Currently work as a lecturer at Department of Computer Science, Khon Kaen University, Thailand.
  = "Fuzzy Logic Rate Adjustment Controls Using a Circuit Breaker for Persistent Congestion in Wireless Sensor Networks," Wirel. Netw. (WN), vol. 26, pp. 3603-3627, 2020.
  = "Congestion Control and Prediction Schemes using Fuzzy Logic System with Adaptive Membership Function in Wireless Sensor Networks," Wirel. Commun. and Mobile Comput. (WCMC), vol. 2018, 19 pp., 2018.

• Ratthawit Nuritanont (MS IS): Emotional Recognition (2018/1-2020/1)
  = "Emotional recognition systems with image processing and machine learning," in Proc. of National Conf. on Comput. and Info. Technol. (NCCIT), May 2020.

Year 2019

• Songyut Phoemphon (Ph.D.): Wireless Sensor Networks: Localization (2016/1-2020/1)
  Currently work as a lecturer at Department of Information Technology, Suranaree University of Techology, Thailand.
  = "A Hybrid Localization Model using Node Segmentation and Improved Particle Swarm Optimization with Obstacle-awareness for Wireless Sensor Networks," Expert Syst. With Appl., vol. 143, 2020.
  = "Fuzzy Weighted Centroid Localization with Virtual Node Approximation in Wireless Sensor Networks," IEEE IoT, vol. 5, no. 6, pp. 4728-4752, 2018.
  = "Optimized Hop Angle Relativity for DV-Hop Localization in Wireless Sensor Networks," IEEE Access, vol. 6, pp. 78149-78172, 2018.
  = "An Enhanced Wireless Sensor Network Localization Scheme for Radio Irregularity Models using Hybrid Fuzzy Deep Extreme Learning Machines," Wirel. Netw. (WN), vol. 24, no. 3, pp. 799-819, 2018.

• Vo Nhan Van (Ph.D.): Wireless Sensor Networks: Energy Harvesting Networking (2017/1-2019/1) Co-Adviser: Dr. Hung Tran @MED.SE
  Currently work as a lecturer at Faculty of Information Technology, Duy Tan University, Vietnam.
  = "Optimal System Performance in Multihop Energy Harvesting WSNs using Cooperative NOMA and Friendly Jammers," IEEE Access, vol. 7, no. 1, pp. 125494-125510, 2019.
  = "Outage Performance Analysis of Energy Harvesting Wireless Sensor Networks for NOMA Transmissions," Mobile Netw. and Appli., August 2018. (DOI: 10.1007/s11036-018-1188-7)
  = "Secrecy Performance Analysis of Energy Harvesting Wireless Sensor Networks with a Friendly Jammer," IEEE Access, vol. 5, pp. 25196-25206, 2017.

• Watit Khampromma (2016/1-2018/2)
  = "A Hybrid Sentiment Analysis Model for Thailand Hotel Review Using K-means and K-NN," in Proceedings of National Conference on Informatics (NCIs), July 2019.

Year 2018

• Comdet Phudput (MS Thesis): Signal Processing and Recognition (2013/1-2017/2)
  = "A Parallel Probabilistic Neural Network ECG Recognition Architecture over GPU Platforms," in Proc. Int. Joint Conf. on Comput. Sci. and Soft. Engr. (JCSSE), pp. 1-7, July 2016.
  = "An ECG Recognition Scheme Using Deep Neural Networks," Lecture Notes on Advanced Reserach in Engineering and Information Technology II, pp. 65-71, Jan. 2018.

• Sarayut Poolsanguan (MS Thesis): Wireless Sensor Networks: Harvesting (2013/1-2017/2)
  = "An Enhanced Cluster Head Selection Criterion of LEACH in Wireless Sensor Networks," in Proc. Int. Joint Conf. on Comput. Sci. and Soft. Engr. (JCSSE), pp. 1-7, July 2016.
  = "Energy Transfer Optimizations with Mobile Charger in Wireless Sensor Networks," Lecture Notes on Advanced Reserach in Engineering and Information Technology II, pp. 59-64, Jan. 2018.

• Narong Dokkham (MS IS): Data Mining: Real Estate (2016/1-/2017/2)
  = "A Performance Comparison of Sale Prediction for Real Estate Using Data Mining Techniques : A Case Study of ISAAN PIMAN GROUP. Co., Ltd.," in Proc. of National Conf. on Comput. and Infor. Technol. (NCCIT), July 2018.

• Jatupol Jittiyapol (MS IS): Data Mining: Healthcare (2016/1-/2017/2)
  = "Risk Factor Analysis of Hypertension Disease for Diabetics Using Data Mining Techniques Case Study Srinagarind Hospital" in Proc. of National Conf. on Comput. and Infor. Technol. (NCCIT), July 2018.

Year 2017

• Tri Gia Nguyen (Ph.D.): Wireless Sensor Networks: Networking Coverage (2014-2016/2)
  Currently work as a lecturer at Department of Computer Science, FPT University Danang, Vietnam.
  = "A Novel Energy-Efficient Clustering Protocol with Area Coverage Awareness for Wireless Sensor Networks," Peer to Peer Netw. and Appl. (PPNA 2017), vol. 10, no. 3, pp. 519-536, 2017.
  = "Barrier Coverage Deployment Algorithms for Mobile Sensor Networks," J. of Internet Technol. (JIT 2017) (selected from JCSSE 2016), vol. 18, no.7, pp. 1689-1699, 2017.
  = "An Energy-Efficient Point Coverage-Aware Clustering Protocol in Wireless Sensor Networks," Int. J. of Ad Hoc and Ubiquitous Comput. (IJAHUC 2016), vol. 28, no.3, pp. 148-167, 2018.
  = "Maximum Barrier Coverage Deployment Algorithms in Wireless Sensor Networks," in Proc. Int. Joint Conf. on Comput. Sci. and Soft. Engr. (JCSSE 2016), pp. 1-5, July 2016.
  = "Radio Irregularity Obstacles-Aware Models for Wireless Sensor Networks," J. of Telecommun., Elec. and Comput. Engr. (JTEC 2016) (selected from ICOCOE 2015), vol. 8, no. 3, pp. 121-126, 2016.

• Kanokmon Rujirakul (Ph.D.): Parallel and Distributed Systems: Parallel Face Recognition Systems (2011-2016/2)
  Currently work at The Department of Business Computer, Faculty of Management Science, Nakhon Ratchasima Rajabhat University, Thailand.
  = "Parallel Optimized Pearson Correlation Condition (PO-PCC) for Robust Cosmetic Makeup Facial Recognition," Int. Arab J. of Info. Techno. (IAJIT 2019), vol. 16, no. 3, pp. 442-453, May 2019.
  = "P-PCC: Parallel Pearson Correlation Condition for Robust Cosmetic Makeup Face Recognitions," Lecture Notes in Electrical Engineering, vol. 339, pp. 259-266, 2015.
  = "Weighted Histogram Equalized PEM-PCA Face Recognition," in Proc. Int. Comput. Sci. and Eng. Conf. (ICSEC 2014), pp. 144-150, July 2014.
  = "PEM-PCA: A Parallel Expectation-Maximization PCA Face Recognition Architecture," The Scientific World J., vol. 2014, 16 pp., 2014.
  = "PFP-PCA: Parallel Fixed Point PCA Face Recognition," in Proc. Int. Conf. on Intel. Syst., Modelling and Simul. (ISMS 2013), pp. 409-414, Jan. 2013.

Year 2016

• Phet Aimtongkham (MS Thesis): Content Delivery Networks: Analysis (2013/2-2016/1)
  Currently study Ph.D. at Department of Computer Science, Khon Kaen University, Thailand.
  = "A Novel Web Caching Scheme using Hybrid Least Frequently Used and Support Vector Machine," in Proc. Int. Joint Conf. on Comput. Sci. and Soft. Engr. (JCSSE 2016), pp. 1-6, July 2016.
  = "A Two-Level Intelligent Web Caching Scheme with Hybrid Extreme Learning Machine and Least Frequently Used," J. of Internet Technol. (JIT 2018), vol. 19, no. 3, pp. 725-740, 2018.

• Songyut Permpol (MS Thesis): Wireless Sensor Networks: Localization (2014/1-2015/2)
  Currently study Ph.D. at Department of Computer Science, Khon Kaen University, Thailand.
  = "A Hybrid Model using Fuzzy Logic and an Extreme Learning Machine with Vector Particle Swarm Optimization for Wireless Sensor Network Localization," Applied Soft Comput. (ASOC 2018), vol. 65, no. 4, pp. 101-120, 2018.
  = "Adaptive Membership Selection Criteria Using Genetic Algorithms for Fuzzy Centroid Localizations in Wireless Sensor Networks," J. of Telecommun., Elec.and Comput. Engr. (JTEC 2016) (selected from ICOCOE 2015), vol. 8, no. 6, pp. 113-118, 2016.
  = "Fuzzy Centroid Localization Schemes for Unbalanced Deployments of Wireless Sensor Networks," J. of Telecommun., Elec.and Comput. Engr. (JTEC 2016) (selected from ICOCOE 2015), vol. 8, no. 6, pp. 55-59, 2016.

• Chatchai Poonriboon (MS Thesis): Routing Optimization: Logistic Planning (2013/1-2015/2)
  = "A Bio-Inspired Capacitated Vehicle-Routing Problem Scheme Using Artificial Bee Colony with Crossover Optimizations," Journal of Internet Services and Information Security (JISIS), vol. 9, no. 3, pp. 21-40, August 2019.
  = "An Optimized Genetic Routing Approach for Constrained Shortest Path Selections," in Proc. Int. Conf. on Digital Info. and Commun. Technol. and its Appl. (DICTAP 2014), pp. 226-230, May 2014.

Year 2014

• Weerat Katekaew (MS IS): Wireless Sensor Networks: Locationing (2012/1-2014/1)
  = "H-FCD: Hybrid Fuzzy Centroid and DV-Hop Localization Algorithm in Wireless Sensor Networks," in Proc. Int. Conf. on Intel. Syst., Modelling and Simul. (ISMS 2014), pp. 551-555, Jan. 2014.

• Kanokporn Udompongsuk (MS IS): Wireless Sensor Networks: Network Clustering (2011/1-2013/2)
  = "MAP: An Optimized Energy-Efficient Cluster Header Selection Technique for Wireless Sensor Networks," Advances in Comput. Sci. and its Appl., Lecture Notes in Electrical Eng., vol. 279, pp 191-199, 2014.

Year 2012

• Chinnakorn Nedpakdee (MS IS): Computer Networks: Intelligent Network Management Systems (2010/1-2011/2)
  Currently work at The Department of Information Technology, Provincial Police Region 4, Thailand.
  = "Web-based Automatic Network Discovery/Map Systems," in Proc. IEEE Int. Conf. on Comput. Appl. and Industrial Electronics (ICCAIE 2011), pp. 421-425, Dec. 2011.