Publications

Amalia, Amalia, Yushintia Pramitarini, Ridho Hendra Yoga Perdana, Kyusung Shim, and Beongku An, "A Deep-Learning-Based Secure Routing Protocol to Avoid Blackhole Attacks in VANETs," Sensors, vol. 23, no. 19, p. 8224, October 2023. [pdf]

Yushintia Pramitarini, Ridho Hendra Yoga Perdana, Kyusung Shim, and Beongku An, "DLSMR: Deep Learning-Based Secure Multicast Routing Protocol againstWormhole Attack in Flying Ad Hoc Networks with Cell-Free Massive Multiple-Input Multiple-Output", Sensors, vol. 23. no. 18, p. 7960, September 2023. [pdf]

Triwidyastuti Yosefine, Ridho Hendra Yoga Perdana, Kyusung Shim, and Beongku An,  "Secrecy Performance Analysis of Cooperative Multihop Transmission for WSNs under Eavesdropping Attacks" Sensors, vol. 23, no. 17, p. 7653, August 2023. [pdf]

Thong-Nhat Tran, Toan-Van Nguyen, Kyusung Shim, Daniel Benevides da Costa, and Beongku An, "A Deep Reinforcement Learning-Based QoS Routing Protocol Exploiting Cross-Layer Design in Cognitive Radio Mobile Ad Hoc Networks," IEEE Transactions on Vehicular Technology, vol. 71, no. 12, pp. 13165 - 13181, December 2022. [pdf]

Yushintia Pramitarini, Ridho Hendra Yoga Perdana, Thong-Nhat, Kyusung Shim, and Beongku An, "A Hybrid Price Auction-Based Secure Routing Protocol Using Advanced Speed and Cosine Similarity-Based Clustering against Sinkhole Attack in VANETs," Sensors, vol. 22, no. 15, p. 5811. August 2022. [pdf]

Kyusung Shim, Tri-Nhu Do, Toan-Van Nguyen, Daniel Benevides da Costa, and Beongku An, "Enhancing PHY-Security of FD-Enabled NOMA Systems Using Jamming and User Selection: Performance Analysis and DNN Evaluation," IEEE Internet of Things Journal, vol. 8, no. 24, pp. 17476 - 17494, December 2021. [pdf]

Thong-Nhat Tran, Toan-Van Nguyen, Kyusung Shim, Daniel Benevides da Costa, and Beongku An, "A New Deep Q-Network Design for QoS Multicast Routing in Cognitive Radio MANETs," IEEE Access, vol. 9, no. no, pp. 152841 - 152856, November 2021. [pdf]

Toan-Van Nguyen, Thong-Nhat Tran, Kyusung Shim, Thien Huynh-The, and Beongku An, "A Deep Neural Network-based Relay Selection Scheme in Wireless-Powered Cognitive IoT Networks," IEEE Internet of Things Journal, vol. 8, no. 9, pp. 7426-7436, May 2021. [pdf]

Thong Nhat Tran, Toan-Van Nguyen, Kyusung Shim, and Beongku An, "A Game Theory Based Clustering Protocol to Support Multicast Routing in Cognitive Radio Mobile Ad Hoc Networks," IEEE Access, vol.8,no. no, pp.141310-141330, August 2020. [pdf]

Kyusung Shim, Toan Van Nguyen, Beongku An, "Exploiting Opportunistic Scheduling Schemes and WPT-Based Multi-Hop Transmissions to Improve Physical Layer Security in Wireless Sensor Networks," Sensors, vol. 19, no. 24, p. 5456, December 2019. [pdf]

Kyusung Shim, Toan Van Nguyen, Beongku An, "Exploiting Opportunistic Scheduling Schemes to Improve Physical-Layer Security in MU-MISO NOMA Systems," IEEE Access, vol. 7, no. no, pp. 180867-180886, December 2019. [pdf]

Kyusung Shim, and Beongku An, "Exploiting Opportunistic Scheduling for Physical-Layer Security in Multitwo User NOMA Networks," Wireless Communications and Mobile Computing, vol. 2018, Article ID 2797824, pp.1-12, October 2018. [pdf]

Kyusung Shim, Nhu Tri Do, Beongku An, "Performance Analysis of Physical Layer Security of Opportunistic Scheduling in Multiuser Multirelay Cooperative Networks," Sensors, vol. 17, no. 2, p. 377, February 2017. [pdf]

고나영, 최다봄, 심규성, 안병구, "Multi-to-One 가시광 통신을 이용한 스마트 IoT 모니터링 시스템 설계 및 구현," 전자공학회논문지, vol. 60, no. 20, pp. 45-55, Feburary 2023. [KCI등재지] [pdf] 

Hyukchun Oh, Kyusung Shim, and Beongku An, "A location-aware routing protocol with adaptive transmission angle management in mobile overlay cognitive ad hoc networks," International Journal of Internet Technology and Secured Transactions, vol. 11, no. 3, pp.269-284, March 2021. [SCOPUS] [pdf]

엄상인, 고준수, 심규성, 안병구, "멀티캐스트 가시광통신을 위한 머신러닝 기반 오류정 정 및 필터링 시스템," 전자공학회논문지, vol.58, no.3, pp.197-209, 2021년 3월. [KCI등재지] [pdf]

오혁천, 심규성, 안병구, "모바일 애드혹 네트워크에서 개미 군집 최적화기반 라우팅 프로토콜," 전자공학회논문지, vol. 57, no. 3, pp.173-182, 2020년 3월. [KCI등재지] [pdf]

심규성, 정용은, 안병구, "ISMP: 집단지성 기반 이미지 공유 마켓 플랫폼," 한국인터넷방송통신학회 논문지, vol. 20, no. 1, pp.45-53, 2020년 2월. [KCI등재지] [pdf]

오혁천, 심규성, 안병구, "모바일 오버레이 인지 애드혹 네트워크에서 QoS를 고려한 개미 군집 최적화기반 메시 라우팅 프로토콜," 전자공학회논문지, vol. 57, no. 2, pp.165-175, 2020년 2월. [KCI등재지] [pdf]

최일원, 김기훈, 박수빈, 이윤기, 심규성, 안병구, "머신러닝을 사용한 양방향 LED-to-LED 가시광통신시스템," 전자공학회논문지, vol. 56, no. 3, pp. 273-281, 2019년 3월. [KCI등재지] [pdf]

김기훈, 오혁천, 이재진, 박수빈, 변형준, 심규성, 안병구, "사용자 요구기반 태양광발전 구조물 안전진단 시스템," 전자공학회논문지, vol. 55, no. 6, pp. 61-73, 2018년 6월. [KCI등재지] [pdf]

이재진, 최일원, 심규성, 조한솔, 박수빈, 안병구, "롤링셔터기법을 이용한 Multi-to-One 가시광통신 기반 IoT 시스템," 전자공학회논문지, vol. 55, no. 6, pp.51-60, 2018년 6월. [KCI등재지] [pdf]

심규현, 심규성, 남상엽, 안병구, "모바일 애드혹 무선 센서 네트워크에서 동적 전송범위를 사용한 에너지 엔트로피 기반 다중경로 라우팅 프로토콜," 전자공학회논문지, vol. 54, no. 2, pp.68-75, 2017년 7월. [KCI등재지] [pdf]

이재진, 김기훈, 박수빈, 변형준, 심규성, 안병구, "IoT 기반 모바일 스마트 태양광 발전 모니터링 시스템," 전자공학회논문지논문지, vol. 54, no. 8, pp.55-64, 2017년 8월. [KCI등재지] [pdf]

조승완, 오훈, 심규성, 심규현, 이종명, 안병구, "오픈소스 SPICE 기반의 모바일 클라우드 컴퓨팅 클라이언트 UI/UX 개발," 전자공학회논문지, vol. 53, no. 8, pp. 85-92, 2016년 8월. [KCI등재지] [pdf]

Kyuhyun Shim, Kyusung Shim, and Beongku An, "EHER: An Energy Harvesting Aware Entropy-Based Routing Protocol in Mobile Ad-Hoc Wireless Sensor Networks," International Journal of Future Generation Communication and Networking, vol. 9, no. 8, pp. 273-282, August 2016. [SCOPUS] [pdf]

Kyusung Shim, and Beongku An, "An Analysis Modeling Architecture for Supporting Physical Layer Security of Wireless Networks under Hardware Impairments," International Journal of Security and its Applications, vol. 10, no. 6, pp. 351-362, August 2016. [SCOPUS] [pdf]

심규성, 도트리뉴, 안병구, "하드웨어왜곡과 불완전한 채널상태정보가 물리계층보안에 미치는 영향," 전자공학회논문지, vol. 53, no. 4, pp.79-86, 2016년 4월. [KCI등재지] [pdf]

심규성, 리데덩, 안병구, 박인정, "LED 통신기반 PC-PC 전송시스템," 한국인터넷방송통신학회 논문지, vol. 12, no. 1, pp. 181-187, 2012년 2월. [KCI등재지] [pdf]

Kyusung Shim, Dong-Jin Yoon, and Soo-Hyun Park, "The Secrecy Performance of RIS-aided Multi-hop Transmission for Polar Regions Environments,"  Proc. of ICGHIT 2024, Hanoi, Vietnam, January 2024.

Amalia Amalia, Yushintia Pramitarini, Ridho Hendra Yoga Perdana, Kyusung Shim, and Beongku An, "Federated Learning-Based Clustering Protocol to Support QoS Routing in Vehicle Edge Computing,"  Proc. of ICGHIT 2024, Hanoi, Vietnam, January 2024.

Yosefine Triwidyastuti, Ridho Hendra Yoga Perdana, Kyusung Shim, Tri Nhu Do, and Beongku An, "Exploiting Secrecy Performance of RIS-assisted Networks: Deep Learning-based Evaluation," Proc. of ICGHIT 2024, Hanoi, Vietnam, January 2024.

Yushintia Pramitarini, Ridho Hendra Yoga Perdana, Kyusung Shim, and Beongku An, "A Cross-Layer PSO-based Clustering Protocol to Support QoS Routing Protocol in Flying Ad-hoc Networks," Proc. of ICGHIT 2024, Hanoi, Vietnam, January 2024.

Kyusung Shim, and Beongku An, "Exploiting Impact of Eavesdropping Attacks on Secrecy Performance in WPT-based Secure Multi-hop Transmission," Proc. of ICUFN 2023, Paris, France, July 2023.

Kyusung Shim, and Beongku An, "Exploiting Secure Multihop Transmission in Underlying Cognitive Radio Networks: Analysis and Deep Learning Approaches," Proc. of ICAIIC 2023, February 2023. [Excellent Paper Award]

Ridho Hendra Yoga Perdana, Toan-Van Nguyen, Yushintia Pramitarini, Kyusung Shim, and Beongku An, "Deep Learning-based Spectral Efficiency Maximization in Massive MIMO-NOMA Systems with STAR-RIS," Proc. of ICAIIC 2023, February 2023. 

Yushintia Pramitarini, Ridho Hendra Yoga Perdana, Kyusung Shim, and Beongku An, "Exploiting TAS schemes to Enhance the PHY-security in Cooperative NOMA Networks: A Deep Learning Approach," Proc. of ICAIIC 2023, February 2023. 

Kyusung Shim, and Beongku An, "Exploiting TAS Schemes for PHY-Security in Cooperative NOMA with SWIPT ," Proc. of ICGHIT 2023, February 2023.

Yosefine Triwidyastuti, Ridho Hendra Yoga Perdana, Kyusung Shim, and Beongku An, "Cooperative Transmission with Friendly Jamming to Ensure Secrecy Performance," Proc. of ICGHIT 2023, February 2023.

Yushintia Pramitarini, Ridho Hendra Yoga Perdana, Kyusung Shim, and Beongku An, "Particle Swarm Optimization-Based Clustering Algorithm to Support QoS Routing Protocol in Flying Ad-Hoc Networks with CF-mMIMO," Proc. of ICGHIT 2023,  February 2023.

Amalia, Yushintia Pramitarini, Kyusung Shim, and Beongku An, "Cuckoo Optimization-Based Routing Protocol to Enhance QoS in Mobile Ad-Hoc Networks," Proc. of ICGHIT 2023, February 2023.

Thong Nhat Tran, Toan-Van Nguyen, Kyusung Shim, and Beongku An, “An Optimal QoS Multicast Routing Protocol in IoT-Enabling Cognitive Radio MANETs: A Deep Q-Learning Approach,” Proc. of ICAIIC2021, April 2021.

Thong Nhat Tran, Toan-Van Nguyen, Kyusung Shim, and Beongku An, “DQR: A Deep Reinforcement Learning-based QoS Routing Protocol in Cognitive Radio Mobile Ad Hoc Networks,” Proc. of ICEIC2021, January 2021.

Kyusung Shim, and Beongku An, “Exploiting Multi-hop Transmission to Enhance PHY-security in Underlay Cognitive Radio Networks: A Machine Learning Approach,” Proc. of ICGHIT2021, January 2021.

Toan-Van Nguyen, Thien Huynh-The, Kyusung Shim, and Beongku An, “On the Performance of Multihop D2D Communications in Cognitive IoT Networks with Energy Harvesting: A Deep Learning Approach,” Proc. of IEEE ICCE-Asia2020, November 2020.

Kyusung Shim, Yongeun Jung, and Beongku An, "An Image Shared Market Platform by Using Collective Intelligence," Proc. of ICGHIT2020, February 2020.

Hyukchun Oh, Kyusung Shim, and Beongku An, "An Ant Colony Optimization-based Mesh Routing Protocol supporting QoS in Mobile Overlay Cognitive Radio Ad-hoc Networks," Proc. of ICGHIT2020, February 2020.

Kyusung Shim, Toan-Van Nguyen, Sang-Yep Nam, and Beongku An, "TAS Schemes to Enhance PLS in Two-user NOMA Systems with Multiple Eavesdroppers," Proc. of ICEIC2020, January 2020.

Kyusung Shim, Toan-Van Nguyen, and Beongku An, "Secrecy Improvement for Wireless-Powered Multihop D2D Communication in Wireless Sensors Networks," Proc. of ICGHIT2019, February 2019.

Hyukchun Oh, Kyusung Shim, and Beongku An, "An Adaptive Location-Aware Routing Protocol using Mobility in Mobile Overlay Cognitive Ad-hoc Networks," Proc. of ICGHIT2019, February 2019.

Kyusung Shim, Hyukchun Oh, Tri Nhu Do, and Beongku An, "A Physical Layer Security-based Transmit Antenna Selection Scheme for NOMA Systems," Proc. of IEEE ICUFN2018, January 2018.

Kyusung Shim, Tri Nhu Do, and Beongku An, "Improving Physical Layer Security of NOMA Networks by Using Opportunistic Scheduling," Proc. of IEEE ICUFN2018, January 2018. [Best Paper Award]

Kyusung Shim, Tri Nhu Do, and Beongku An, "A Physical Layer Security-based Routing Protocol in Mobile Ad-hoc Wireless Networks," Proc. of IEEE ICACT2018, February 2018.  [Outstanding Paper Award]

Kyusung Shim, Tri Nhu Do, Sang-Yep Nam, and Beongku An, "A Wireless Power Transfer-based Routing Protocol for Hetergeneous Wireless Networks," Proc. of ICGHIT 2018, January-February 2018. [Best Paper Award]

Kyusung Shim, Nhu Tri Do, and Beongku An, "A Source Relay Selection Scheme for Physical Layer Security in Multi-User Multi-Relay Amplify-and-Forward Cooperative Networks," Proc. of ICGHIT 2017, February 2017.

Kyusung Shim, Nhu Tri Do, and Beongku An, "Optimal Joint Source and Relay Selection Scheme for Physical Layer Security in Multi-User and Multi-Relay Networks," Proc. of ICONI 2016, December 2016.

Kyusung Shim, Nhu Tri Do, and Beongku An, "Physical Layer Security of Wireless Networks under Hardware Impairments," Proc. of ICGHIT2016, February 2016.

Kyusung Shim, Nhu Tri Do, and Beongku An, Sang-Yep Nam, "Outage Performance of Physical Layer Security for Multi-hop Underlay Cognitive Radio Networks with Imperfect Channel State Information," Proc. of ICEIC2016, January 2016.

SWIPT를 이용한 다중 사용자 MISO-NOMA 네트워크에서 스펙트럼 효율을 위한 하이브리드 사용자 쌍 구성 방법, 10-2509406, 2023.03.08. [link]

머신러닝 기반 오류 정정 및 필터링 기능을 갖는 멀티캐스트 가시광 통신 시스템, 10-2424128, 2022.07.19. [link]

다중-홉 에너지 충전 IoT 네트워크에서의 시스템 보안성능 향상을 위한 노드 선택 방법 및 시 스템 성능 분석 방법 , 10-2399979, 2022.05.16. [link]

MU-MISO NOMA 시스템에서 물리계층보안을 위한 기회주의적 스케쥴링 방법, 10-2282744, 2021.07.22. [link]

RNN 기반의 영농형 태양광 발전 구조물의 현재 상태 및 미래 상태 예측 시스템, 10-2267811, 2021.06.16. [link]

영농형 태양광 발전 구조물을 활용한 농약 및 비료 살포 시스템 , 10-2251798, 2021.05.07. [link]

경로 단절 및 손실 검증 기능을 갖는 가시광 무선통신 시스템,  10-2039780, 2019.10.28. [link]

모바일 무선 네트워크를 위한 메쉬 기반 라우팅 방법, 10-2037608, 2019.10.22. [link]

Multi to one 가시광 통신을 이용한 IoT 시스템, 10-2024436, 2019.09.17. [link]

사용자 맞춤형 IoT 기반 태양광 발전 구조물 모니터링 시스템, 10-1996063, 2019.06.26. [link]

IoT 기반의 모바일 스마트 태양광 발전 관리 시스템, 10-1910892, 2018.10.17. [link]

멀티 홉 언더레이 인지 라디오 네트워크를 위한 물리계층보안 평가 시스템, 10-1865452, 2018.05.31. [link]

모바일 클라우드 컴퓨팅 클라이언트 환경에서 3D 터치를 이용한 모바일 기기의 마우스 입력장치 및 입력방법, 10-1844651, 2018.03.27. [link]

하드웨어왜곡을 고려한 물리계층보안 무선통신 시스템, 10-1726085, 2017.04.05. [link]