Dae-Young Kim (Ph.D.) @INSLAB

Doctor of Philosophy

Department of Computer Software Engineering
Soonchunhyang University
22 Soonchunhyang-ro, Asan-si, Chungcheongnam-do, 31538, Rep. of KOREA
Office) Room 510, 5th fl. Multimedia Bldg.
E-mail) dyoung.kim_at_sch.ac.kr
Recorded in "Marquis Who's Who in the World 2016"
Lecture 2025-1

Education and Career

Assistant Professor at Dept. of Computer Software Engineering of Soonchunhyang University (2021.03 ~ Current)

Assistant Professor at School of Computer Software of Daegu Catholic University (2017.09 ~ 2021.02)

Assistant Professor at Dept. of Computer Software Engineering of Changshin University (2015.09 ~ 2017.08)

Research Staff at R&D Division of GITC (2015.05 ~ 2015.08)

Research Staff at AirPlug, Inc. (2013.04 ~ 2015.04)

Research Staff at Communication Lab. of LIG Nex1 Co., Ltd. (2010.08 ~ 2013.04)

Ph.D. in Computer Engineering from Kyung Hee University (2006.03 ~ 2010.08)

M.S. in Computer Engineering from Kyung Hee University (2004.03 ~ 2006.02)

B.S. in Electronic Engineering from Kyung Hee University (2000.03 ~ 2004.02)

Research Area

Computer systems, Network, Data, and Service using Intelligence

Publication

Abroad

Sony Peng, Sophort Siet, Ilkhomjon Sadriddinov, Dae-Young Kim, Kyuwon Park, and Doo-Soon Park, "Integration of Federated Learning and Graph Convolutional Networks for Movie Recommendation Systems," TECH SCIENCE PRESS Computers, Materials & Continua (SCIE), Vol. 83, No. 2, pp.2041-2057 (https://doi.org/10.32604/cmc.2025.061166), Apr. 16 2025.
Sadriddinov Ilkhomjon, Sony Peng, Sophort Siet, Dae-Young Kim, Doo-Soon Park and Gangman Yi, "Algorithm for Mining Maximal Balanced Bicliques using Formal Concept Analysis," IEEE Access (SCIE), Vol. 13, pp. 35113-35123 (https://doi.org/10.1109/ACCESS.2024.3419838), Feb. 27 2025.
Minwoo Jung and Dae-Young Kim, "DEFT: A Dynamic Environmental Filtering and Thresholding Algorithm for Adaptive Headlamp Control Using Ride Height Sensors," MDPI Electronics (SCIE), Vol. 13, No. 23, ID 4788 (https://doi.org/10.3390/electronics13234788), Dec. 4 2024.
Minwoo Jung and Dae-Young Kim, "Advanced Calibration and Compensation for Nonlinearities in Ball Joint-Integrated Hall Sensors for Accurate Ride Height Measurement," IEEE Access (SCIE), Vol. 12, pp. 176425-176439 (https://doi.org/10.1109/ACCESS.2024.3505257), Nov. 25 2024.
Minwoo Jung and Dae-Young Kim, "Pseudo-Labeling and Time-Series Data Analysis Model for Device Status Diagnostics in Smart Agriculture," MDPI Applied Sciences (SCIE), Vol. 14, No. 22, ID 10371 (https://doi.org/10.3390/app142210371), Nov. 11 2024.
Shathee Akter, Dat Van Anh Duong, Dae-Young Kim and Seokhoon Yoon, "Task Offloading and Resource Allocation in UAV-aided Emergency response Operations via Soft Actor Critic," IEEE Access (SCIE), Vol. 12, pp. 69258-69275 (https://doi.org/10.1109/ACCESS.2024.3401115), May 15 2024.
Young-Chan Lee, So-Yeon Lee, Byeongchang Kim and Dae-Young Kim, "GLBRF: Group-Based Lightweight Human Behavior Recognition Framework in Video Camera," MDPI Applied Sciences (SCIE), Vol. 14, No. 6, ID 2424 (https://doi.org/10.3390/app14062424), Mar. 13 2024.
Sony Peng, Sophort Siet, Sadriddinov IIkhomjon, Dae-Young Kim and Doo-Soon Park, "Integration of Deep Reinforcement Learning with Collaborative Filtering for Movie Recommendation Systems," MDPI Applied Sciences (SCIE), Vol. 14, No.3, ID 1155 (https://doi.org/10.3390/app14031155), Jan. 30 2024.
So-Yeon Lee, Jihoon Park and Dae-Young Kim, "Context Awareness by Noise-Pattern Analysis of a Smart Factory," TECH SCIENCE PRESS Computers, Materials & Continua (SCIE), Vol. 76, No. 2, pp. 1497-1514 (https://doi.org/10.32604/cmc.2023.034914), Aug. 2023.
Dae-Young Kim, So-Yeon Lee, MinSeung Kim and Seokhoon Kim, "Edge Cloud Selection in Mobile Edge Computing (MEC)-aided Applications for Industrial Internet of Things (IIoT) Services," TECH SCIENCE PRESS Computer Systems Science and Engineering (SCIE), Vol. 47, No. 2, pp. 2049-2060 (doi:10.32604/csse.2023.040473), Jul. 2023.
So-Yeon Lee and Dae-Young Kim, "Hyperparameter Tuning and Comparison Analysis of the DNN Model to Predict Wireless Network Conditions of Live Video Services," Lecture Notes on Data Engineering and Communications Technologies (LNDECT) (Scopus), Vol. 177, pp. 29-37 (https://doi.org/10.1007/978-3-031-35836-4_4), Jul. 5 2023.
Shathee Akter, Dae-Young Kim and Seokhoon Yoon, "Task Offloading in Multi-access Edge Computing enabled UAV-aided Emergency Response Operations," IEEE Access (SCIE), Vol. 11, pp. 23167-23188 (doi:10.1109/ACCESS.2023.3252575), Mar. 2023.
Dae-Young Kim, So-Yeon Lee and Seokhoon Kim, "LoRa Backscatter Network Efficient Data Transmission using RF Source Range Control," TECH SCIENCE PRESS Computers, Materials & Continua (SCIE), Vol. 74, No. 2, pp. 4015-4025 (doi.org/10.32604/cmc.2023.027078), Feb. 2023.
Dae-Young Kim and Seokhoon Kim, "Data Aggregation-based Transmission Method in Ultra-Dense Wireless Networks," TECH SCIENCE PRESS Intelligent Automation & Soft Computing (SCIE), Vol. 35, No. 1, pp. 727-737 (doi:10.32604/iasc.2023.027563), Jan. 2023.
Dae-Young Kim, Jihoon Park and Seokhoon Kim, "Data Transmission in Backscatter IoT Networks for Smart City Applications," Hindawi Journal of Sensors (SCIE), Vol. 2022, ID 4973782 (https://doi.org/10.1155/2022/4973782), Nov. 19 2022.
Minwoo Jung, Dae-Young Kim and Seokhoon Kim, "A System Architecture of a Fusion System for Multiple LiDARs Image Processing," MDPI Applied Sciences (SCIE), Vol. 12, No. 19, ID 9421 (https://doi.org/10.3390/app12199421), Sep. 20 2022.
Sa Math, Prohim Tam, Dae-Young Kim and Seokhoon Kim, "Intelligent Offloading Decision and Resource Allocations Schemes Based on RNN/DQN for Reliability Assurance in Software-Defined Massive Machine-Type Communications," Hindawi Security and Communication Networks (SCIE), Vol. 2022, ID 4289216 (https://doi.org/10.1155/2022/4289216), Apr. 21 2022.
Dae-Young Kim, Ji-Hoon Park, Youngchan Lee and Seokhoon Kim, "Network Virtualization for Real-time Processing of Object Detection using Deep Learning," SPRINGER Multimedia Tools and Applications (SCIE), Vol. 80, No. 28-29, pp. 35851-35869 (https://doi.org/10.1007/s11042-020-09603-0), Nov. 30 2021.
Dae-Young Kim and Seokhoon Kim, "Incoming Traffic Control of Fronthaul in 5G Mobile Network for Massive Multimedia Services," SPRINGER Multimedia Tools and Applications (SCIE), Vol. 80, No. 26-27, pp. 34443-34458 (https://doi.org/10.1007/s11042-020-08793-x), Nov. 1 2021.
Dat Van Anh Duong, Dae-Young Kim and Seokhoon Yoon, "TSIRP: A Temporal Social Interactions-Based Routing Protocol in Opportunistic Mobile Social Networks," IEEE Access (SCIE), Vol. 9, pp. 72712-72729 (https://doi.org/10.1109/ACCESS.2021.3079443), May. 21 2021.
Dae-Young Kim, Minwoo Jung and Seokhoon Kim, "An Internet of Vehicles (IoV) Access Gateway Design Considering the Efficiency of the In-Vehicle Ethernet Backbone," MDPI Sensors (SCIE), Vol. 21, No. 1, ID 98 (https://doi.org/10.3390/s21010098), Jan. 2021.
Dae-Young Kim and Seokhoon Kim, "Network-Aided Intelligent Traffic Steering in 5G Mobile Networks," TECH SCIENCE PRESS Computers, Materials & Continua (SCIE), Vol. 65, No.1, pp. 243-261, (doi:10.32604/cmc.2020.011253), Jul. 23 2020.
Seokhoon Kim and Dae-Young Kim, "Adaptive Data Transmission Method According to Wireless State in Long Range Wide Area Networks," TECH SCIENCE PRESS Computers, Materials & Continua (SCIE), Vol. 64, No. 1, pp. 1-15 (doi:10.32604/cmc.2020.09545), May. 20 2020.
Dae-Young Kim, Ahyoung Lee and Seokhoon Kim, "P2P Computing for Trusted Networking of Personalized IoT Services," SPRINGER Peer-to-Peer Networking and Applications (SCIE), Vol. 13, No. 2, pp. 601-609 (doi:10.1007/s12083-019-00737-z), Mar. 1 2020.
Dae-Young Kim, Seokhoon Kim and Jong Hyuk Park, "A Combined Network Control Approach for the Edge Cloud and LPWAN-based IoT Services," WILEY Concurrency and Computation: Practice and Experience (SCIE), Vol. 32, No. 1, e4406 (doi: 10.1002/cpe.4406), Jan. 10 2020.
Dae-Young Kim, Se Dong Min and Seokhoon Kim, "A DPN (Delegated Proof of Node) Mechanism for Secure Data Transmission in IoT Services," TECH SCIENCE PRESS Computers, Materials & Continua (SCIE), Vol. 60, No. 1, pp. 1-14 (doi:10.32604/cmc.2019.06102), Jul. 1 2019.
SangWook Han, JungYeon Seo, Dae-Young Kim, Seokhoon Kim and HwaMin Lee, "Development of Cloud Based Air Pollution Information System Using Visualization," TECH SCIENCE PRESS Computers, Materials & Continua (SCIE), Vol. 59, No. 3, pp. 697-711 (doi:10.32604/cmc.2019.06071), Jun. 1 2019.
Dae-Young Kim and Seokhoon Kim, "A Data Download Method from RSUs Using Fog Computing in Connected Vehicles," TECH SCIENCE PRESS Computers, Materials & Continua (SCIE), Vol. 59, No. 2, pp. 375-387 (doi:10.32604/cmc.2019.06077), May 1 2019.
Dae-Young Kim and Seokhoon Kim, "Gateway Channel Hopping to Improve Transmission Efficiency in Long-range IoT Networks," KSII Transactions on Internet and Information Systems (SCIE), Vol. 13, No. 3, pp. 1599-1610 (doi:10.3837/tiis.2019.03.027), Mar. 31 2019.
Dae-Young Kim and Seokhoon Kim, "Data Transmission Using K-Means Clustering in Low Power Wide Area Networks with Mobile Edge Cloud," SPRINGER Wireless Personal Communications (SCIE), Vol. 105, No. 2, pp. 567-581 (doi:10.1007/s11277-018-5742-1), Mar. 1 2019.
Dae-Young Kim, Seokhoon Kim and Jong Hyuk Park, "Remote Software Update in Trusted Connection of Long Range IoT Networking Integrated With Mobile Edge Cloud," IEEE ACCESS (SCIE), Vol. 6, No. 1, pp. 66831-66840 (doi:10.1109/ACCESS.2017.2774239), Dec. 1 2018.
Seokhoon Kim and Dae-Young Kim, "Efficient data-forwarding method in delay-tolerant P2P networking for IoT services," SPRINGER Peer-to-Peer Networking and Applications (SCIE), Vol. 11, No. 6, pp. 1176-1185 (doi.org/10.1007/s12083-017-0614-0), Nov. 1 2018.
Seokhoon Kim, Dae-Young Kim and Jong Hyuk Park, "Traffic management in the mobile edge cloud to improve the quality of experience of mobile video," ELSEVIER Computer Communications (SCIE), Vol. 118, pp. 40-49 (doi:10.1016/j.comcom.2017.09.001), Mar. 30 2018.
Dae-Young Kim, Seokhoon Kim, Houcine Hassan and Jong Hyuk Park, "Adaptive Data Rate Control in Low Power Wide Area Networks for Long Range IoT Services," ELSEVIER Journal of Computational Science (SCIE), Vol. 22, pp. 171-178 (doi:10.1016/j.jocs.2017.04.014), Sept. 2017.
Dae-Young Kim and Seokhoon Kim, "Dual-Channel Medium Access Control of Low Power Wide Area Networks Considering Traffic Characteristics in IoE," SPRINGER Cluster Computing (SCIE), Vol. 20, No. 3, pp. 2375-2384 (doi:10.1007/s10586-017-1023-0), Aug. 23 2017.
Dae-Young Kim, Seokhoon Kim, Houcine Hassan and Jong Hyuk Park, "Radio Resource Management for Data Transmission in Low Power Wide Area Networks Integrated with Large Scale Cyber Physical Systems," SPRINGER Cluster Computing (SCIE), Vol. 20, No. 2, pp. 1831-1842 (doi:10.1007/s10586-017-0841-4), Jun. 19 2017.
Dae-Young Kim, Daesik Ko and Seokhoon Kim, "Network Access Control for Location-based Mobile Services in Heterogeneous Wireless Networks," Hindawi Mobile Information Systems (SCIE), Vol. 2017, ID 6195024 (doi:10.1155/2017/6195024), Apr. 23 2017.
Dae-Young Kim and Minwoo Jung, “Data Transmission and Network Architecture in Long Range Low Power Sensor Networks for IoT,” Wireless Personal Communications (SCIE), Vol. 93, No. 1, pp. 119-129 (doi:10.1007/s11277-016-3482-7), Mar. 1 2017.
Dae-Young Kim, Young-Sik Jeong and Seokhoon Kim, "Data-Filtering System to Avoid Total Data Distortion in IoT Networking," MDPI Symmetry Journal (SCIE), Vol. 9, No. 1, ID 16 (doi:10.3390/sym9010016), Jan. 20 2017.
Minwoo Jung, Dae-Young Kim, and Seokhoon Kim, "Efficient Remote Software Management Method based on Dynamic Address Translation for IoT Software Execution Platform in Wireless Sensor Network," Indian Journal of Science and Technology (SCOPUS), Vol.9, No.24, Jun. 2016.
Dae-Young Kim, Zilong Jin, Jungwook Choi, Ben Lee and Jinsung Cho, "Transmission Power Control with the Guaranteed Communication Reliability in WSN," International Journal of Distributed Sensor Networks (SCIE), Vol.2015, ID 632590, Oct. 2015.
Zilong Jin, Dae-Young Kim, Jinsung Cho and Ben Lee, "An Analysis on Optimal Cluster Ratio in Cluster-based Wireless Sensor Networks," IEEE Sensors Journal (SCIE), Vol. 15, No. 11, pp. 6413-6423, Nov. 2015.
BeomSeok Kim, Jinsung Cho, and Dae-Young Kim, "An Emergency Handling Scheme for Superframe-Structured MAC Protocols in WBAN," IEICE Transactions on Communications (SCI),Vol. E94-B, No. 9, pp. 2484-2487, Sep. 2011.
Jinsung Cho, Ilyong Cho, Dae-Young Kim and Ben Lee, "A Combined Approach for QoS-Guaranteed and Low-Power Video Decoding," IEEE Transactions on Consumer Electronics (SCI), Vol. 57, No. 2, pp. 651-657, Jun. 2011.
Dae-Young Kim, Jinsung Cho and Ben Lee, "A Buffer Management Technique for Guaranteed Desired Communication Reliability and Low-Power in Wireless Sensor Networks," IEICE Transactions on Communications (SCI), Vol. E93-B, No. 12, pp.3522-3525, Dec. 2010.
Dae-Young Kim, Jinsung Cho and Byeong-Soo Jeong, "Practical Data Transmission in Cluster-Based Sensor Networks," KSII Transactions on Internet and Information Systems (TIIS) (SCIE), Vol. 4, No. 3, pp. 224-242, Jun. 2010.
Young-Sun Seo, Dae-Young Kim and Jinsung Cho, "A Dynamic CFP Allocation and Opportunity Contention-based WBAN MAC Protocol," IEICE Transactions on Communications (SCI), Vol. E93-B, No. 4, pp. 850-853, Apr., 2010.
Dae-Young Kim and Jinsung Cho, "Active Caching: A Transmission Method to Guarantee Desired Communication Reliability in Wireless Sensor Networks," IEEE Communications Letters (SCI), Vol. 13, No. 6, pp. 378-380, Jun., 2009.
Jinsung Cho and Dae-Young Kim, "Integrating WMAN with WWAN for Seamless services," Lecture Notes in Computer Science (SCIE), Vol. 3420, pp. 374-381, Apr. 2005.

Conference

So-Yeon Lee and Dae-Young Kim, "Improve the Reliability of Data Collected from IoT Devices by Allowing Redundancy of Data Transmissions in LPWAN," Proc. of 5th IFSA Winter Conference on Automation, Robotics & Communications for Industry 4.0/5.0 (ARCI 2025), Granada, Spain, Feb. 19-21 2025.
Jae-Won Jang, So-Yeon Lee, Samia Zahid, and Dae-Young Kim, "Comparison of LSTM and Transformer model performance for network delay prediction," Proc. of The 16th International Conference on Computer Science and its Applications (CSA 2024), Pattaya, Thailand, Dec. 18-20 2024.
So-Yeon Lee, Jungwook Choi, Soobum Park, and Dae-Young Kim, "Intent Inference Method for an Intent-based System in Military Communications," Proc. of The 3rd International Conference on Mobile, Military, and Maritime IT Convergence (ICMIC 2024), Kuala Lumpur, Malaysia, Aug. 7-9 2024.
Dae-Young Kim, So-Yeon Lee, Min-Seung Kim, "Multiple Network Interfaces Control for High-Speed Data Transfer," Proc. of International Conference on Interdisciplinary Research on Computer Science, Psychology, and Education (ICICPE 2023), Bali, Indonesia, Dec. 27-29 2023.
MinSeung Kim, SeongCheol Yoon, Suhyun Kim, and Dae-Young Kim, "Automatic Personal Information Vulnerability Detection and an Encryption System Using a DNN Model," Proc. of International Conference on Computer Science and its Applications (CSA 2023), Nha Trang, Vietnam, Dec. 18-20 2023.
SoYeon Lee and Dae-Young Kim, "Hyperparameter Tuning and Comparison Analysis of the DNN Model to Predict Wireless Network Conditions of Live Video Services," Proc. of International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS 2023), Toronto, Canada, Jul. 5-7 2023.
SoYeon Lee, Jihoon Park, MinSeung Kim and Dae-Young Kim, "Data Construction Method for Smart Live Video Streaming Service," Proc. of International Conference on Interdisciplinary Research on Computer Science, Psychology, and Education (ICICPE 2022), Pattaya, Thailand, Dec. 26-28 2022.
SoYeon Lee, Jihoon Park, Tae-Jun Yoon, MinJi Bae and Dae-Young Kim, "Dataset Construction Method for Network Intelligence," Proc. of Asia Pacific International Conference on Information Science and Technology (APIC-IST 2022), Gangneung, Korea, Jun. 2022.
Dae-Young Kim, SoYeon Lee and Ji-Hoon Park, "RSU-based Urgent Data Traffic Transmission in Vehicular Networks," Proc. of International Conference on Internet (ICONI 2021), Jeju, Korea, Dec. 2021.
Jihoon Park, SoYeon Lee, Youngchan Lee and Dae-Young Kim, "A Testbed System Design to Predict Network Conditions of Multiple Network Interfaces," Proc. of Asia Pacific International Conference on Information Science and Technology (APIC-IST 2021), Busan, Korea, Jun. 2021.
Youngchan Lee, SoYeon Lee, Seokhoon Kim and Dae-Young Kim, "Efficient Object Counting Method for Object Detection and Tracking Services," Proc. of International Conference on Internet (ICONI 2020), Jeju, Korea, Dec. 2020.
Dae-Young Kim and Seokhoon Kim, "Multicast Uplink Data Transmission in LPWA Networks," Proc. of International Conference on Internet (ICONI 2019), Hanoi, Vietnam, Dec. 2019.
Dae-Young Kim and Seokhoon Kim, "A Framework for LPWAN Data Transmission to Support Industrial IoT Services," Proc. of Asia Pacific International Conference on Information Science and Technology (APIC-IST 2019), Beijing, China, Jun. 2019.
Math Sa, EunGyeong Kim, Dae-Young Kim, Jinsul Kim and Seokhoon Kim, "SDN-based Management in 5G Access-networks," Proc. of International Research Conference on Innovation, Technology and Sustainability (IRCITS 2019), Manila, Philippines, Jan. 2019.
Dae-Young Kim and Seokhoon Kim, "VANET System to Reduce Broadcast Storm using Transportation System Characteristics," Proc. of International Research Conference on Innovation, Technology and Sustainability (IRCITS 2019), Manila, Philippines, Jan. 2019.
Dae-Young Kim and Seokhoon Kim, "Traffic Management Considering Fronthaul Network Conditions in 5G Mobile Networks," Proc. of International Conference on Internet (ICONI 2018), Phnom Penh, Cambodia, Dec. 2018.
Ahyoung Lee, Dae-Young Kim and Seokhoon Kim, "Avoiding Congestion Channel in LPWA for Delay-Tolerant IoT Devices," Proc. of Asia Pacific International Conference on Information Science and Technology (APIC-IST 2018), Nha Trang, Vietnam, Jun. 2018.
Dae-Young Kim and Seokhoon Kim, "Load balanced Gateway Selection in LPWAN-based IoT Networking," Proc. of International Conference on Small & Medium Business (ICSMB 2018), Manila, Philippines, Jan. 2018.
Dae-Young Kim and Seokhoon Kim, "Status data encryption in LPWA transmission," Proc. of International Conference on Small & Medium Business (ICSMB 2018), Manila, Philippines, Jan. 2018.
Dae-Young Kim and Seokhoon Kim, "Traffic Clissifier for Long Range IoT Networking to Reduce Processing Loads," Proc. of International Conference on Ubiquitous Information Technologies and Applications (CUTE 2017), Taichung, Taiwan, Dec. 2017.
Dae-Young Kim and Seokhoon Kim, "Intelligent Access Control in Access Points of Wireless Sensor Networks," Proc. of International Conference on Ubiquitous Information Technologies and Applications (CUTE 2017), Taichung, Taiwan, Dec. 2017.
Dae-Young Kim and Seokhoon Kim, "Sleep Scheduling to Reduce Energy Consumption in Low Power Wide Area Networks," Proc. of International Conference on Big data, IoT, and Cloud computing (BIC 2017), Jeju, Korea, Aug. 2017.
Dae-Young Kim and Seokhoon Kim, "An Emergency Alarm Transmission in IoT Systems Integrated with the LPWAN," Proc. of Asia Pacific International Conference on Information Science and Technology (APIC-IST 2017), Chiang Mai, Thailand, Jun. 2017.
Dae-Young Kim and Seokhoon Kim, "A Feedback Message Transmission Method in IoT Systems Integrated with the LPWAN," Proc. of Asia Pacific International Conference on Information Science and Technology (APIC-IST 2017), Chiang Mai, Thailand, Jun. 2017.
Dae-Young Kim and Seokhoon Kim, "An Emergent Data Transmission in LPWAN-based Industrial IoT," Proc. of International Conference on Small & Medium Business (ICSMB 2017), Okinawa, Japan, Jan. 2017.
Dae-Young Kim, JaiPyo Sung and Seokhoon Kim, "A Fire Response System in a Smart Building," Proc. of International Conference on Small & Medium Business (ICSMB 2017), Okinawa, Japan, Jan. 2017.
Dae-Young Kim, Sang-Jin Lee and Seokhoon Kim, "Clients Classification for VIP Services in ICT-based Tourism," Proc. of International Conference on Small & Medium Business (ICSMB 2017), Okinawa, Japan, Jan. 2017.
Dae-Young Kim and Seokhoon Kim, "Backoff Control System by Learning in LPWAN," Proc. of International Conference on Future Information Technology, applications and service (IFIT 2016), Seoul, Korea, Oct. 2016.
Dae-Young Kim, Young-Sik Jeong, and Seokhoon Kim, "Network activation control according to traffic characteristics in sensor networks for IoT," Proc. of International Conference on Ubiquitous Computing Application and Wireless Sensor Network (UCAWSN 2016), Jeju, Korea, Jul. 2016.
Dae-Young Kim and Seokhoon Kim, "Data Forwarding in Delay-Tolerant Wireless Sensor Networks with Disaster Scenarios," Proc. of International Conference on Small & Medium Business (ICSMB 2016), Hochiminh, Vietnam, Jan. 2016.
BeomSeok Kim, Jinsung Cho, Dae-Young Kim and Ben Lee, “ACESS: Adaptive Channel Estimation and Selection Scheme for Coexistence Mitigation in WBANs,” Proc. of ACM International Conference on Ubiquitous Information Management and Communication (IMCOM 2016), Danang, Vietnam, Jan. 2016.
Dae-Young Kim, SooBum Park, BeomSeok Kim, and Jinsung Cho, "Adaptive Route Discovery for Wireless Sensor Networks," Proc. of IEEE International Conference on ICT Convergence (ICTC 2011), Seoul, Korea, Sep. 2011.
Jin Zi Long, Choongyong Shin, Dae-Young Kim, and Jinsung Cho, "On the Optimal Number of Relay Stations in Two-hop Relay Cooperative Cellular Networks," Proc. of ACM International Conference on Ubiquitous Information Management and Communication (ICUIMC 2011), Seoul, Korea, Feb. 2011.
Dae-Young Kim, Wee Yeon Kim, Jinsung Cho, and Ben Lee, "EAR: An Environment-Adaptive Routing Algorithm for WBANs," Proc. of International Symposium on Medical Information and Communication Technology (ISMICT 2010), Taipei, Taiwan, Mar. 2010.
Young-Sun Seo, Dae-Young Kim, Jinsung Cho, and Ben Lee, "OCDP : A WBAN MAC Protocol for Contention-based Medical and CE applications," Proc. of ACM International Conference on Ubiquitous Information Management and Communication (ICUIMC 2010), Suwon, Korea, Jan. 2010.
Dae-Young Kim and Jinsung Cho, "WBAN meets WBAN: Smart Mobile Space over Wireless Body Area Networks," Proc. of IEEE International Workshop on Portable Information Devices (Portable 2009), Anchorage, USA, Sep. 2009.
Dae-Young Kim and Jinsung Cho, "A Regional Cell Routing in Wireless Sensor Networks," Proc. of ACM International Conference on Ubiquitous Information Management and Communication (ICUIMC 2008), pp. 442-446, Suwon, Korea, Jan. 2008.

Domestic

김예서, 장재원, 이소연, 최정욱, 박수범, 김대영, "AutoEncoder 기반 웹 로그 데이터 이상 탐지 시스템," Journal of Platform Technology (KCI), accepted for publication, Feb. 2025.
박지훈, 이소연, 정민우, 김대영, "비콘을 활용한 청각장애인용 화재 대피 시스템의 구현," 한국통신학회 논문지(KCI), 제47권, 제2호, pp. 319-330, 2022.2.
이소연, 장재원, 김대영, "음향 데이터를 활용한 딥러닝 기반 긴급차량 우선 신호 시스템," Journal of Platform Technology (KCI), 제9권, 제3호, pp. 44-51, 2021.9.
정민우, 이상훈, 김대영, "라이다 임베디드 프로세서를 위한 동적 객체인식 아키텍처 구현," Journal of Platform Technology (KCI), 제8권, 제4호, pp. 11-19, 2020.12.
신상원, 이영찬, 김대영, "공공WiFi지역을 경유하는 경로 찾기 시스템 구현," Journal of Platform Technology (KCI), 제8권, 제2호, pp. 10-21, 2020.6.
이영찬, 이소연, 김대영, "사물인터넷을 위한 신경망 기반의 지능형 액세스 포인트 시스템의 구현," 인터넷정보학회논문지JICS (KCI), 제20권, 제5호, pp.95-104, 2019.10.
김은, 김석훈, 김대영, "AHRS 알고리즘을 이용한 영유아 모니터링 시스템 개발," Journal of Platform Technology (KCI), 제6권, 제4호, pp. 41-48, 2018.12.
BeomSeok Kim and Dae-Young Kim, "A Channel Allocation Scheme based on Coloring Algorithm for Interference Mitigation in Coexisting WBANs," Journal of Platform Technology (KCI), 제4권, 제3호, pp. 2-7, 30 Sep. 2016.
천정명, 윤석훈, 김대영, “대규모 공중무인기를 이용한 가상력 기반 재난 감시 네트워크,”한국인터넷방송통신학회논문지, 제16권, 제4호, pp. 97-108, 2016.8.
김대영, 김범석, 조진성, "클러스터 기반 센서 네트워크에서의 네트워크 특성 정보를 고려한 무선 채널 선택 기법," 한국인터넷정보학회논문지, 제16권, 제2호, 2015.4.
김자룡, 김대영, 조진성, "계층적 센서네트워크에서 에너지 효율성을 위한 최적의 클러스터 비율 분석," 한국통신학회논문지 (네트워크 및 서비스), 제38B권, 제6호, pp. 446-453, 2013.6.
김종연, 김보성, 권세훈, 노병희, 김대영, 박수범, "인지 전술 무선망에서 QoS 보장을 위한 정책기반 동적 채널 선택," 정보과학회논문지: 정보통신 제39권, 제6호, pp. 468-478, 2012.12.
김대영, 박수범, 최항준, 박성복, "K-WNW MANET의 기간망 연동 프레임워크," 국방과학연구소 제 13차 통신전자 학술대회, 2012.11.
서영선, 김대영, 김범석, 조진성, "DF(Dynamic and Flexible)-MAC: WBAN을 위한 유연한 MAC 프로토콜," 한국통신학회논문지(무선통신), 제36권, 제8호, pp. 712-722, 2011.8.
김의연, 김대영, 신상배, 조진성, "에너지량에 기반한 환경 적응 WBAN 라우팅 알고리즘," 한국컴퓨터정보학회논문지, 제16권, 제1호, 2011.1.
김대영, 조진성, "센서 네트워크에서 Event-driven 데이터의 신뢰성 있는 전송 및 버퍼 관리 기법," 한국통신학회 논문지 (네트워크 및 융합 서비스), 제35권, 제6호, pp. 867-874, 2010.6.
김의연, 김대영, 조진성, "m-MediNet: WBAN기반 u-Healthcare System 응용을 위한 소프트웨어 플랫폼의 설계," 한국정보과학회 Korea Computer Congress, 2009.7.
김대영, 장홍성, 조진성, "Fast Uplink Radio Resource Allocation in Mobile WiMAX," 한국정보과학회 Summer Workshop on Computer Communications (SWCC), 2008.8.
김대영, 조진성, "무선 센서 네트워크를 위한 계층적 라우팅에서의 이동 싱크 노드 지원 방안," 한국통신학회 논문지(네트워크 및 서비스), 제33권, 제1호, pp. 48-57, 2008.1.
김대영, 조진성, "무선 센서 네트워크를 위한 계층적 라우팅 알고리즘," 한국통신학회 하계종합학술대회, 2006.7.
김대영, 조진성, "계층적 센서 네트워크에서 트래픽 부하와 에너지를 고려한 클러스트 헤드 선정 알고리즘," 한국정보과학회 종합학술대회, 2005.7.

Patent

"연산 효율성이 높은 2D-CNN 모델을 활용하여 위치 기반 그룹화 기법을 통한 다중 객체를 인식하는 방법 및 그 장치," 출원번호 10-2024-0165124, 2024.11.19.
"MTC(machine type communication) 장치 및 데이터 어그리게이션 기반 업링크 전송방법," 등록번호 10-2724677, 2024.10.28.
"딥러닝 알고리즘을 활용한 스마트팩토리 내 산업용 팬에서 발생하는 노이즈 분석 방법 및 그 장치," 출원번호 10-2024-0047085, 2024.04.08.
"위임된 노드 증명방식 기반 보안 데이터 전송방법," 등록번호 10-2331237, 2021.11.22.
"저전력 광역통신망에서 멀티캐스트 업링크 데이터 전송 방법," 등록번호 10-2289980, 2021.08.09.
"디바이스 클러스터링에 기반한 로라 통신 네트워크 시스템 및 데이터 전송 방법," 등록번호 10-2178880, 2020.11.09.
"모바일 비디오의 품질향상을 위한 모바일 에지 클라우드에서의 트래픽 관리 방법 및 이를 위한 장치," 등록번호 10-2046713, 2019.11.13.
"저전력 광역 네트워크에서 트래픽 특성을 고려한 이중 채널 매체 접근 제어 방법 및 장치," 등록번호 10-2010670, 2019.08.07.
"다종 네트워크에서 접속 네트워크를 선택하는 방법," 등록번호 10-1745580, 2017.6.2.
"로라 무선 통신을 이용한 통신 서비스 제공 방법," 출원번호 10-2017-0008288, 2017.01.17.
"데이터 왜곡을 방지할 수 있는 인터넷 네트워크 시스템," 출원번호 10-2016-175762, 2016.12.21.
"사물인터넷 네트워크에서 게이트웨이의 부하를 분산 제어하는 방법," 출원번호 10-2016-175763, 2016.12.21.
"방화셔터 동작 제어 시스템," 출원번호 10-2016-175765, 2016.12.21.
"지연 허용 센서 네트워크에서 이동 싱크 노드와의 접속을 제어하는 방법," 출원번호 10-2015-0187889, 2015.12.28.
"무선 네트워크에서의 링크 품질 기반 데이터 전송 방법 및 장치," 등록번호 10-1269234, 2013.05.23.
"무선 신체 통신 망에서의 맥 프로토콜을 위한 동적 비경쟁 할당 방법 및 이를 이용한 무선 네트워크 통신 방법," 등록번호 10-1211157, 2012.12.05.
"센서 노드의 경로 탐색 장치," 등록번호 10-1201677, 2012.11.09.
"소스 노드의 경로 탐색 방법," 등록번호 10-1201678, 2012.11.09.
“무선 인체 통신망에서 네트워크의 수명 연장과 통신 신뢰성 향상을 위한 라우팅 시스템 및 그에 따른 네트워크 통신 방법” 등록번호 10-1146661, 2012.05.09.
“무선 신체 통신 망에서의 맥 프로토콜 및 이를 이용한 무선 네트워크 통신 방법” 등록번호 10-1121048, 2012.02.21.
"무선 센서 네트워크에서 요구되는 통신 신뢰도를 만족시키기 위한 전송 방법," 등록번호 10-1000006, 2010.12.03.
"비콘 비가용 모드의 저전력 지그비 센서 네트워크 시스템 및 그에 따른 네트워크 통신 방법," 등록번호 10-0952229, 2010.04.02.
"이기종 무선 네트워크 시스템에서의 페이징 방법 및 이를위한 장치," 등록번호 10-0893007, 2009.04.03.
"NON-BEACON MODE ZIGBEE SENSOR NETWORK SYSTEM FOR LOW POWER CONSUMPTION AND NETWORK COMMUNICATION METHOD THEREOF," PCT출원번호 PCT/KR2009/003064, 2009.06.08.

Thesis
- Ph.D Thesis, "Energy-efficient, Reliable, and Flexible Data Transmission in Wireless Personal Area Networks"
- MS Thesis, "Clustering and Routing Algorithms in Hierarchical Sensor Networks"

Project

On Going

멀티도메인 모바일 사물인터넷의 지능 서비스를 위한 인텐트 기반 자율 네트워킹 기술 연구: A Study on Intent-based Autonomous Networking for Intelligent Services of Multi-domain Mobile IoT (NRF, 2021.03~2025.02)
네트워크 상태 인지를 위한 데이터 학습 모델 개발: Development of a Data Learning Model for Wireless Network State Recognition (LIG Nex1, 2022.03~2025.02)

Past
- 스마트시티 구축을 위한 지능형 5G/6G 핵심 인프라 기술 개발: Development of Intelligent 5G/6G Infrastructure Technology for the Smart City (IITP, 2022.07~2024.12)
- 혁신조달 연계형 신기술 R&D 사업: A Study on AI-based Monitoring System for Wildlife (MOTIE, 2020.06~2021.12)
- 원거리 사물인터넷의 산업용 응용을 위한 LPWAN 프레임워크 연구: A Study on the LPWAN Framework of Long-range IoT for Industry Applications (NRF, 2016.11~2019.10)
- LTE망과 센서를 이용하여 산업재해 예방 및 대응을 위한 모듈식 웨어러블 디바이스 및 위치검출 어플리케이션 개발: Development of a Wareable Device and Application SW for Industrial Accident Prevention (SMBA, 2016.11~2017.10)
- AHRS 기반 영유아 건강체크 웨어러블 디바이스 및 솔루션 개발: Development of a Wareable Device and Application SW for Infant using the AHRS algorithm (SMBA, 2015.09~2016.08)
- Multiple Access Optimization (MAO) in Heterogeneous Wireless Networks (AirPlug, 2013.04 ~ 2015.04)
- Development of Radio Systems Based on Mobile Ad-hoc Networks for Network Centric Warfare (LIG Nex1, 2010.08 ~ 2013.04)
- A Study on East-West Neo Medical u-Life Care Technology (MIC ITRC, 2006.11~2010.8)
- m-MediNet: Enabling Smart Medical Spaces over Wireless Body Area Networks (KOSEF, 2008.09~2010.08)
- Future Convergence Service Platform Research Team (KRF BK21, 2009.01~2010.08)
- A Study on Common Radio Resouce Management in Next-generation Overlaid Wireless Networks (KRF, 2007.08~2009.07)
- A Study on Next Generation Mobile Network Architecture for Optimized Integration of Heterogeneous Wireless Networks (ETRI, 2006.04~2006.10)
- A Study on Mobility Support for Wireless Sensor Network (KRF, 2005.07~2006.06)
- A Study on Service Modeling and Infrasystem Architecture for Next-generation Mobile Communication System (ETRI, 2005.06~2005.11)
- Implementation and Performance Enhancement of W-LAN/3G Dual-mode Terminal (Samsung Electronics, 2004.05~2005.05)
- A Study on Integrating 2.3GHz Portable Internet into W-LAN and 3G Network (ETRI, 2004.06~2004.11)