Publications

- Journal Articles 

· Jeong-Ik Jang, Jisung Pyo, Young-il Yoon and Jaehyuk Choi*, Meta-Transformer: A meta-learning framework for scalable automatic modulation classification", IEEE Access, 2024

· Mujtaba, G., Khowaja, S. A., Jarwar, M. A., Jaehyuk Choi,  Ryu, E. S. "FRC-GIF: Frame Ranking-based Personalized Artistic Media Generation Method for Resource Constrained Devices." IEEE Transactions on Big Data (2023). 

· J Park, JO Park, J Choi*, TT Kwon*, "D-SCAN: Toward collaborative multi-radio coexistence in mobile devices via deep learning", Internet of Things, 2023.

· I. Syed, Jaehyuk Choi*, et.al,  "Design and allocation of low correlated signatures for sequence block-based compressive sensing multiuser detection in massive machine-type communication", AEU-International Journal of Electronics and Communications, 2023.

·  I. Syed, Jaehyuk Choi*, et.al, "Bug Prioritization Using Average One Dependence Estimator." INTELLIGENT AUTOMATION AND SOFT COMPUTING 36.3 (2023): 3517-3533.

·  I. Syed, Jaehyuk Choi*, et.al, "A Gait-Based Real-Time Gender Classification System Using Whole Body Joints", Sensors, 2022

· Jeong-Ik Jang, Minjae Sun and Jaehyuk Choi*,  "Lightweight Indoor Multi-Object Tracking in Overlapping FOV Multi-Camera Environments", Sensors, 2022 

· Sungsoo Kim, Joon Yoo and Jaehyuk Choi*,  "Weigh-in-Motion: Lightweight Real-Time Identification of Gbps Wireless Traffic", Sensors, 2022 

· N. V. Dien and Jaehyuk Choi*,  "Toward Scalable Video Analytics Using Compressed-Domain Features at the Edge", Applied Science, 2020 

· Jaehyuk Choi*,  "Detection of Misconfigured BYOD Devices in Wi-Fi Networks", Applied Science, 2020

· J. Chung, J. Park, C. Kim, and Jaehyuk Choi*,  "C-SCAN: Wi-Fi Scan Offloading via Collocated Low-Power Radios", IEEE Internet of Things (IoT) Journal, Vol. 5, No. 2, pp 1142-1155, 2018  (*corresponding author)  (IF=7.596, 3.3%) 

· K. W. Choi, Y. S. Choi, Aneta, J. W. Lee, S. M. Cho, and  Jaehyuk Choi*, "Optimal load balancing scheduler for MPTCP-based bandwidth aggregation in heterogeneous wireless environments", Elsevier Computer Communications (COMCOM), Vol. 112, 1, pp. 116–130, Nov. 2017 (*corresponding author) (IF=3.338) 

· Suchul Lee, Jaehyuk Choi*, and et. al., "LARGen: Automatic Signature Generation for Malwares Using Latent Dirichlet Allocation," IEEE Transactions on Dependable and Secure Computing,  Vo. 15, No. 5, pp. 771 - 783, Sep/Oct 2018.  (*corresponding author )  (IF=4.41, 1.92%)

· Jaehyuk Choi, "WidthSense: Wi-Fi Discovery via Distance-based Correlation Analysis", IEEE Communications Letters (CL), Vol. 21, no. 2, Feb. 2017. (IF=1.988)

· W. Kim, Jaehyuk Choi*, "Challenges for wearable healthcare services." IJWGS 12(4): 407-417, 2016

· Kim, W., Jaehyuk Choi*, Jeong, O-R., Han, W-J., Kim, C., Loh, W-K. and Yoo, J. (2015) 'On the Internet of Things', Int. J. Web and Grid Services, Vol. 11, No. 4, pp.410-426, 2015. (*corresponding author )

· Suchul Lee, Jaehyuk Choi, Joon Yoo, and Chong-Kwon Kim, "Frequency Diversity-Aware Wi-Fi Using OFDM-based Bloom Filters,"  IEEE Transactions on Mobile Computing (TMC), Mar. 2015.  (IF=3.822)

· Jaeryong Hwang, Jaehyuk Choi, Joon Yoo, and Chong-kwon Kim, "A Theoretical Approach to Optimal Association Control in Vehicular Wi-Fi Networks," Springer EURASIP Journal on Wireless Communications and Networking (JWCN), vol. 2014, no. 192, Nov. 2014.  (IF=1.529)

· Suchul Lee, Jaehyuk Choi, Joon Yoo, and Chong-Kwon Kim, "Providing Quality-of-Service for Frequency Aware Wi-Fi Using OFDM-based Variable-Length Bloom Filters," Springer EURASIP Journal on Wireless Communications and Networking (JWCN), vol. 2014, no. 152, Sep. 2014.  (IF=1.529)

· Jaehyuk Choi, Ok-Ran Jeong, Woo-Jin Han, Chulyun Kim and Won Kim, “On Cyberattack Mechanisms,” International Journal of Web and Grid Services, vol. 9, no.4, Dec. 2013.

· Hyoil Kim, Jaehyuk Choi, and Kang G. Shin, “Hierarchical Market Competition in a Duopoly Super Wi-Fi Spectrum Market,” IEEE Journal on Selected Areas in Communications (IEEE J-SAC) - Cognitive Radio Series, November 2013.

· Sunwoong Choi, Jaehyuk Choi, and Joon Yoo, “MRCT: An Efficient Tag Identification Protocol in RFID Systems with Capture Effect,” KSII Transactions on Internet and Information Systems (TIIS), vol. 7, no. 7, July 2013.

· Jaekyuk Choi, Alexander W. Min and Kang G. Shin,“On Selfish Configuration in Wi-Fi Tethering,” IEEE Communications Letters (CL), vol. 17, no. 5, May 2013

·  Chulyun Kim, Ok-Ran Jeong, Jaehyuk Choi and Won Kim, “E-books on the mobile e-reader,” Mobile Information Systems, vol. 9, no. 1, Jan., 2013.

·  Alexander W. Min, Xinyu Zhang, Jaekyuk Choi and Kang G. Shin, "Exploiting Spectrum Heterogeneity in Dynamic Spectrum Market", 

IEEE Transactions on Mobile Computing (TMC), vol. 11, no. 12, pp.2020-2032, Dec., 2012.

· Jaehyuk Choi, and Kang G. Shin, "QoS Provisioning for Large-scale Multi-AP WLANs," in Press Elsevier Ad Hoc Networks, vol. 10, no. 2, pp. 174-185, March, 2012. (IF-1.592)  

· Jiwoong Jeong, Jaehyuk Choi, Sunghyun Choi, and Chong-kwon Kim, "Resolving Intra-Class Unfairness in 802.11 EDCA," Springer Wireless Personal Communications (WPC), vol. 43, no.2, pp. 431-445, Mar. 2012 (SCIE) 

· Jaehyuk Choi, Alexander W. Min, and Kang G. Shin, “A Lightweight Passive Online Detection Method for Pinpointing Misbehavior in WLANs”, IEEE Transactions on Mobile Computing (TMC), vol. 10, no.12, pp. 1681-1693, Dec. 2011 (IF=3.406) 

· Jaeryong Hwang, Jaehyuk Choi†, Hwaryong Lee, Joon Yoo, and Chong-kwon Kim, " An Efficient Association Control Method in Vehicular Network with Mobile Hotspots”, KSII Transactions ns on Internet and Information Systems, vol. 5, no. 5, pp. 888-908, May 2011. ( Corresponding author)

· Jaehyuk Choi, Kihong Park, and Chong-kwon Kim, "Analysis of Cross-Layer Interaction in Multirate 802.11 WLANs," IEEE Transactions on Mobile Computing (TMC), vol.8, no.5, pp.682-693, May 2009 (IF=3.406)  

· Sungryoul Lee, Jaehyuk Choi, Jongkeun Na, and Chong-Kwon Kim, "Analysis of Dynamic Low Power Listening Schemes in Wireless Sensor Networks," IEEE Communications Letters (CL), vol.13, no.1, pp.43-45, Jan. 2009 (SCI) 

· Jaehyuk Choi, Jongkeun Na, Yeon-sup Lim, Kihong Park, and Chong-kwon Kim, "Collision-aware design of rate adaptation for multi-rate 802.11 WLANs," IEEE Journal on Selected Areas in Communications (JSAC), vol.26, no.8, pp.1366-1375, Oct. 2008 (SCI) 

· Jaehyuk Choi, Joon Yoo, and Chong-Kwon Kim, "A Distributed Fair Scheduling Scheme With a New Analysis Model in IEEE 802.11 Wireless LANs," IEEE Transactions on Vehicular Technology (TVT), vol.57, no.5, pp.3083-3093, Sep. 2008 (SCI)  

· Jaehyuk Choi, Joon Yoo, and Chong-kwon Kim, "A Novel Performance Analysis Model for an IEEE 802.11 Wireless LAN," IEEE Communications Letters (CL), vol.10, no.5, pp. 335-337, May 2006 (SCI)  

· Jaehyuk Choi, Joon Yoo, Sunghyun Choi, and Chong-kwon Kim, "EBA: an enhancement of the IEEE 802.11 DCF via distributed reservation," IEEE Transactions on Mobile Computing (TMC), vol.4, no.4, pp. 378-390, July-Aug. 2005 (SCI)


- International Conferences 

· Jungik Jang, Jisung Pyo, Jaethyuk Choi, et. al, "Towards Scalable Automatic Modulation Classification via Meta-Learning" in proc. IEEE MILCOM 2023, Boston, Oct. 30 -Nov. 3, 2023.

· Juheon Yi, Weiping Sun, Jonghoe Koo, Seongho Byeon, Jaehyuk Choi, and Sunghyun Choi, "BlueScan: Boosting Wi-Fi Scanning Efficiency Using Bluetooth Radio," in Proc. IEEE SECON 2018, Hong Kong, June 11-13, 2018. (Acceptance ratio: 23.2% = 49/211)

· Sunwoong Choi, Jaehyuk Choi, and Joon Yoo, "An Efficient Anti-Collision Protocol for Tag Identification in RFID Systems with Capture Effect", in Proc. ICUFN 2012, Jul., 2012 

· Jaehyuk Choi, and Kang G. Shin, "Out-of-Band Sensing with ZigBee for Dynamic Channel Assignment in On-the-move Hotspots," in Proc. IEEE ICNP 2011, Oct. 2011. (acceptance ratio: 16.4%=31/189)

· Young-myoung Kang, Jaehyuk Choi, Hayoung Oh, and Chong-kwon Kim, "An MIM-Aware Association Control Scheme for OpenFlow Access Points in NOX Architectures" in Proc. CFI '11: 6th International Conference on Future Internet Technologies, June, 2011.

· Hyoil Kim, Jaehyuk Choi, and Kang G. Shin, "Wi-Fi 2.0: Price and Quality Competitions of Duopoly Cognitive Radio Wireless Service Providers with Time-varying Spectrum Availability," in Proc. IEEE INFOCOM 2011, April 2011.

· Yeonsup Lim, Jaehyuk Choi, and Chong-kwon Kim, "Practical Application of Physical Energy Detection to recognize starvation in 802.11 Wireless Networks", in Proc. ICOIN 2009, Jan., 2009 

· Eunho Yang, Jaehyuk Choi, and Sunglim Lee, "On Selfish Behavior using Asymmetric Carrier Sensing in IEEE 802.11 Wireless Networks", in Proc. IEEE Conference on Local Computer Networks (LCN) 2008, Oct. 2008 

· Jaehyuk Choi, Jongkeun Na, Kihong Park and Chong-kwon Kim,"Adaptive Optimization of Rate Adaptation Algorithms in Multi-Rate WLANs" in Proc. IEEE ICNP'07, Beijing, Chana, Oct., 2007 (acceptance ratio: 14.5%=32/220) 

· Yeonsup Lim, Sangsoon Lim, Jaehyuk Choi, Sungho Cho, Chong-kwon Kim and et al., "A Fire Detection and Rescue Support Framework with Wireless Sensor Networks," in Proc. ICCIT 07 

· Eunho Yang, Jaehyuk Choi, Chong-kwon Kim and et al.,"An Enhanced Rate Adaptation Strategy for IEEE 802.11 Wireless Ad Hoc Networks" in Proc. IEEE WiCOM'07, Shanghai, China, Sep., 2007 

· Jaehyuk Choi, Kihong Park and Chong-kwon Kim,"Cross-layer Analysis of Rate Adaptation, DCF, and TCP in Multi-Rate WLANs," in Proc. IEEE INFOCOM 2007, Anchorage, USA, May 7-11, 2007. (Acceptance ratio: 18%~=252/1400+) 

· Jongkeun Na, Jaehyuk Choi, Seongho Cho, Chong-kwon Kim, et al.,"A Unified Route Optimization Scheme for Network Mobility" , in Proc. PWC 2004 (LNCS 3260), Delft, Netherlands, Sep. 2004 

· Jaehyuk Choi, Joon Yoo, Chong-kwon Kim, "A Closed Queueing Network Model for Describing the Backoff Procedure of the IEEE 802.11 DCF" ACM Mobicom 2004 student poster session, Philadelphia, Pennsylvania, Sep. 2004 (refereed poster) 


- Domestic (Korean) Journals and Conferences 

· Sunwoong Choi, Jaehyuk Choi, and Joon Yoo, "An Efficient Anti-Collision Protocol for Coping with theCapture Effect in RFID Tag Identification", KISSE, Dec. 2011

· Jaehyuk Choi, and Chong-kwon Kim, “A Lightweight Receiver-side Method for Estimating the Number of Contending Terminals in Wi-Fi Networks,” KISSE, Mar. 2011

· Jaehyuk Choi, and Chong-kwon Kim, “Adaptive Rate Adaptation Algorithm in 802.11 WLANs,” in Proc. SWCC 2007, Aug. 2007 

· Jaehyuk Choi, and Chong-kwon Kim, “A New Collision Resolution Method in 802.11 DCF,” in Proc. KISS 2003, Oct. 2003 


- Patents 

· Jaehyuk Choi, “SYSTEM AND METHOD FOR Wi-Fi DETECTION,” 1018382220000, Mar. 3, 2018

· Jaehyuk Choi, Chong-kwon Kim, and et al., “Apparatus and method for deciding on vertical handoff,” US patent US 7773563, Aug. 10, 2010 

 

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