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Physical-layer communications
MIMO communication systems
Machine-learning-aided communications
Wireless communications for distributed machine learning
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Professor Profile
Yoseb Jeon
ProfessorBackground
Education
2012.03~2016.08
POSTECH (통합-통신)
2008.03~2012.02
POSTECH (학사-전자전기공학)
Experience
Career
2020.02 - 현재
POSTECH 전자전기공학과, 조교수
2018.09 - 2020.01
Princeton University, Postdoctoral Research Fellow
2016.09 - 2018.08
POSTECH, Postdoctoral Research Associate
Focus
Research Areas
Publications
Journals
Online adaptive Wiener filter for channel denoising in MIMOOFDM systems, ICT Express, , 12, 283-288 (2026 )
ESCMVQ EndtoEnd Semantic Communication With MultiCodebook Vector Quantization, IEEE Transactions on Wireless Communications, , , - (2026 )
BeamHopping Pattern Design for GrantFree Random Access in LEO Satellite Communications, IEEE Transactions on Wireless Communications, , 25, 8246-8259 (2026 )
Conditional EntropyConstrained MultiStage Vector Quantization for Semantic Communication, IEEE Wireless Communications Letters, , 15, 885-889 (2026 )
BeamSquintAided Hierarchical Sensing for Integrated Sensing and Communications With Uniform Planar Arrays, IEEE Transactions on Wireless Communications, , 25, 12740-12753 (2026 )
LocationAware Beam Allocation for Robust Beam Alignment in LowSNR Environments, IEEE Transactions on Communications, , 74, 10627-10640 (2026 )
ImportanceAware Semantic Communication in MIMOOFDM Systems Using Vision Transformer, IEEE Transactions on Wireless Communications, , 25, 13494-13510 (2026 )
수중 음향 통신을 위한 채널 모델링과 송수신 기법 연구 동향, The Journal of Korean Institute of Communications and Information Sciences, , 51, 285-302 (2026 )
Robust Nonlinear Transform Coding A Framework for Generalizable Joint SourceChannel Coding , IEEE Transactions on Wireless Communications, , 25, 21465-21480 (2026 )
CommunicationEfficient Federated Learning over CapacityLimited Wireless Networks, IEEE Transactions on Cognitive Communications and Networking, , 11, 1-1 (2025 )
CommunicationEfficient Split Learning via Adaptive FeatureWise Compression, IEEE Transactions on Neural Networks and Learning Systems, , 36, 10844-10858 (2025 )
Efficient Likelihood Function Learning Method for TimeVarying MIMO Systems Using OneBit ADCs, IEEE Transactions on Vehicular Technology, , 74, 9944-9949 (2025 )
EntropyConstrained VQVAE for DeepLearningBased CSI Feedback, IEEE Transactions on Vehicular Technology, , 74, 9870-9875 (2025 )
Deep LearningAssisted Parallel Interference Cancellation for GrantFree NOMA in MachineType Communication, IEEE Internet of Things Journal, , 12, 24041-24056 (2025 )
Endtoend training and adaptive transmission for OFDMbased semantic communication, ICT Express, , 11, 919-924 (2025 )
Vision Transformerbased Semantic Communications With ImportanceAware Quantization, IEEE Internet of Things Journal, , 12, 35662-35677 (2025 )
Deep LearningBased CSI Feedback for WiFi Systems With Temporal Correlation, IEEE Transactions on Communications, , , - (2025 )
MIMO Detection under Hardware Impairments Data Augmentation with Boosting, IEEE Transactions on Communications, , 73, 13549-13562 (2025 )
Deep LearningBased Modulation and Power Control A BER Perspective, IEEE Communications Letters, , 29, 2616-2620 (2025 )
Blind Training for ChannelAdaptive Digital Semantic Communications, IEEE Transactions on Communications, , 73, 11274-11290 (2025 )
Joint SourceChannel Coding for ChannelAdaptive Digital Semantic Communications, IEEE Transactions on Cognitive Communications and Networking, , 11, 75-89 (2025 )
Transmit Beamforming for MultiAntenna Broadcast Channels in Dense Cellular Networks, IEEE Transactions on Vehicular Technology, , , - (2025 )
Covert Model Poisoning Against Federated Learning Algorithm Design and Optimization, IEEE Transactions on Dependable and Secure Computing, , 21, 1196-1209 (2024 )
MIMO Detection under Hardware Impairments Learning with Noisy Labels, IEEE Transactions on Wireless Communications, , 23, 6015-6029 (2024 )
Vector Quantization for DeepLearningBased CSI Feedback in Massive MIMO Systems, IEEE Wireless Communications Letters, , 13, 2382-2386 (2024 )
Intelligent MIMO Detection With MomentumInduced Unfolded Layers, IEEE Wireless Communications Letters, , 13, 879-883 (2024 )
FedVQCS Federated Learning via Vector Quantized Compressed Sensing, IEEE Transactions on Wireless Communications, , 23, 1755-1770 (2024 )
CommunicationEfficient Federated Learning over CapacityLimited Wireless Networks, IEEE Transactions on Cognitive Communications and Networking, , , 1-1 (2024 )
Joint SourceChannel Coding for ChannelAdaptive Digital Semantic Communications, IEEE Transactions on Cognitive Communications and Networking, , , 1-1 (2024 )
SplitMAC Wireless Split Learning over Multiple Access Channels, IEEE Transactions on Wireless Communications, , 23, 19760-19775 (2024 )
CommunicationEfficient Federated Learning via Quantized Compressed Sensing, IEEE Transactions on Wireless Communications, , 22, 1087-1100 (2023 )
Learning from Noisy Labels for MIMO Detection With OneBit ADCs, IEEE Wireless Communications Letters, , 12, 456-460 (2023 )
SemiDataAided Channel Estimation for MIMO Systems via Reinforcement Learning, IEEE Transactions on Wireless Communications, , 22, 4565-4579 (2023 )
Performance Bound for MIMO Systems using OneBit ADCs over Rayleigh Fading Channels, IEEE Transactions on Vehicular Technology, , 71, 9067-9072 (2022 )
Artificial Intelligence for PhysicalLayer Design of MIMO Communications with OneBit ADCs, IEEE Communications Magazine, , 60, 76-81 (2022 )
CommunicationEfficient Federated Learning over MIMO Multiple Access Channels, IEEE Transactions on Communications, , , - (2022 )
A Compressive Sensing Approach for Federated Learning Over Massive MIMO Communication Systems, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, , 20, 1990-2004 (2021 )
Training Length Adaptation for Reinforcement LearningBased Detection in TimeVarying Massive MIMO Systems With OneBit ADCs, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, , 70, 6999-7011 (2021 )
LowComplexity MIMO Detection Based on Reinforcement Learning With OneBit ADCs, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, , 70, 9022-9035 (2021 )
Robust Data Detection for MIMO Systems With OneBit ADCs A Reinforcement Learning Approach, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, , 19, 1663-1676 (2020 )
On the Capacity of MISO Channels With OneBit ADCs and DACs, IEEE Journal on Selected Areas in Communications, , 37, 2132-2145 (2019 )
SoftOutput Detection Methods for Sparse MillimeterWave MIMO Systems With LowPrecision ADCs, IEEE Transactions on Communications, , 67, 2822-2836 (2019 )
Distributed Uplink Reception in Cloud Radio Access Networks A Linear Coding Approach, IEEE Transactions on Vehicular Technology, , 67, 1470-1481 (2018 )
Degrees of Freedom and Achievable Rate of WideBand MultiCell Multiple Access Channels With No CSIT, IEEE Transactions on Communications, , 66, 1772-1786 (2018 )
Large System Analysis of TwoStage Beamforming With Limited Feedback in FDD Massive MIMO Systems, IEEE Transactions on Vehicular Technology, , 67, 4984-4997 (2018 )
OneBit Sphere Decoding for Uplink Massive MIMO Systems With OneBit ADCs, IEEE Transactions on Wireless Communications, , 17, 4509-4521 (2018 )
SupervisedLearningAided Communication Framework for MIMO Systems With LowResolution ADCs, IEEE Transactions on Vehicular Technology, , 67, 7299-7313 (2018 )
Energy Beamforming for Wireless Power Transfer in MISO Heterogeneous Network With Power Beacon, IEEE Communications Letters, , 21, 1163-1166 (2017 )
On Achievable Rate of User Selection for MIMO Broadcast Channels With Limited Feedback, IEEE Transactions on Communications, , 65, 122-135 (2017 )
On Achievable Multiplexing Gain of BD in MIMO Broadcast Channels With Limited Feedback, IEEE Transactions on Wireless Communications, , 15, 871-885 (2016 )
TimeDomain Differential Feedback for Massive MISOOFDM Systems in Correlated Channels, IEEE Transactions on Communications, , 64, 630-642 (2016 )
Distributed Block Diagonalization with Selective Zero Forcing for Multicell MUMIMO Systems, IEEE Signal Processing Letters, , 21, 605-609 (2014 )
Conference
Conference Papers
Deep LearningBased AngleDifference Feedback with Vector Quantization for MIMO WLAN Systems, IEEE Wireless Communications and Networking Conference WCNC, , 0, - (2026)
중요도를 고려한 시맨틱 통신을 위한 비균등 오류 정정 기법, , , 0, - (2026)
Regularized Deep Joint SourceChannel Coding for Robust TaskOriented Semantic Communications, , , 0, - (2025)
Beamforming Design for Hierarchical Sensing in Wideband Integrated Sensing and Communications, GLOBECOM 20252025 IEEE GLOBAL COMMUNICATIONS CONFERENCE, , 0, 1154-1159 (2025)
EndtoEnd Semantic Communication via MultiCodebook Vector Quantization, , , 0, - (2025)
활성화 기반 저랭크 분해를 활용한 대형언어모델 경량화, , , 0, - (2025)
On the Potential of EntropyConstrained Vector Quantization in Semantic Communication, , , 0, - (2025)
ImportanceAware Subcarrier Mapping for OFDMBased Digital Semantic Communication, , , 0, - (2025)
On the Performance of Channel Coding in Digital Semantic Communication, , , 0, - (2025)
On the Performance of PilotFree Semantic Communication over TimeVarying OFDM Channels, , , 0, - (2025)
On the Impact of Training Mismatch in DeepLearningBased Channel Denoising, , , 0, - (2025)
이질적인 연합 학습 기반 미세조정을 위한 LoRA 기법, , , 0, - (2025)
디지털 시맨틱 통신을 위한 중요도 기반 부반송파 매핑 기법, , , 0, - (2025)
객체 중심 이미지 전송을 위한 시맨틱 통신, , , 0, - (2025)
사회 안전 시스템을 위한 시맨틱 통신 기술에 관한 연구, , , 0, - (2025)
DataAugmentationAided Detection for MIMO Systems Under Hardware Impairments, IEEE International Conference on Communications, , 0, 4774-4779 (2025)
MetaLearningBased Channel Denoising for MIMOOFDM Systems, IEEE International Conference on Communications, , 0, 4768-4773 (2025)
Vision TransformerAided ImportanceAware Quantization for Digital Semantic Communications, ICC 2025 IEEE International Conference on Communications, , 0, 1694-1699 (2025)
비전 트랜스포머를 활용한 디지털 시맨틱 통신의 중요도 기반 양자화, , , 0, - (2025)
채널 적응형 디지털 심층 공동 소스채널 부호화를 위한 암맹 학습, , , 0, - (2025)
OFDM 기반 디지털 시맨틱 통신을 위한 적응적 변조 기법, , , 0, - (2025)
Joint SourceChannel Coding for Robust Digital Semantic Communications, IEEE Global Communications Conference (GLOBECOM), , 0, 2072-2077 (2024)
Joint Activity Detection and Channel Estimation in GrantFree NOMA via Deep LearningAssisted Parallel Interference Cancellation, 2024 IEEE Global Communications Conference (GLOBECOM), , 0, 487-492 (2024)
ErrorRobust Deep LearningBased CSI Feedback in Massive MIMO Systems A MultiRate Vector Quantization Approach, 2024 15th International Conference on Information and Communication Technology Convergence (ICTC), , 0, - (2024)
The Possibility of Object Classification Sensing Using Mobile Communication Infrastructure , 2024 15th International Conference on Information and Communication Technology Convergence (ICTC), , 0, - (2024)
Comparison of Index Modulation Techniques in OFDM Systems under Jamming Attacks, 2024 15th International Conference on Information and Communication Technology Convergence (ICTC), , 0, - (2024)
다중 접속 채널 기반 무선 분할 학습 , 2024년도 Korea통신학회 하계종합학술발표회 논문집, , 0, - (2024)
하드웨어 왜곡이 있는 다중입출력 시스템을 위한 데이터 증강 기반 심볼 검출 기법, 2024년도 Korea통신학회 하계종합학술발표회 논문집, , 0, - (2024)
채널 적응형 시맨틱 통신을 위한 벡터 양자화 기반 공동 소스채널 부호화 , 2024년도 Korea통신학회 하계종합학술발표회 논문집, , 0, - (2024)
딥러닝 기반 MIMOOFDM 채널 추정을 위한 하이브리드 훈련 기법 , 2024년도 한국통신학회 하계종합학술발표회 논문집, , 0, - (2024)
Robust Beam Alignment Using Prior Information for LowSNR MillimeterWave Communications, IEEE International Conference on Communications, , 0, 1831-1836 (2024)
대규모 다중입출력 통신 시스템을 위한 딥러닝 기반 다중전송률 CSI 피드백 기법, 제 34회 통신정보 합동학술대회 논문집, , 0, - (2024)
비승인 비직교 다중 접속을 위한 딥러닝 기반 병렬 간섭 제거 기법, 제 34회 통신정보 합동학술대회 논문집, , 0, - (2024)
Online Adaptive Channel Denoising Methods for MIMOOFDM Systems , 2024년도 한국통신학회 동계종합학술발표회 논문집, , 0, - (2024)
하드웨어 왜곡이 있는 다중입출력 시스템을 위한 조건부 생성적 적대 신경망 기반 데이터 검출 기법 , 2024년도 Korea통신학회 동계종합학술발표회 논문집 , , 0, - (2024)
채널 적응형 디지털 시맨틱 통신을 위한 공동 소스채널 부호화, 2024년도 Korea통신학회 동계종합학술발표회 논문집, , 0, - (2024)
대규모 다중입출력 통신 시스템을 위한 딥러닝 기반 CSI 피드백 벡터 양자화 접근법, 2024년도 한국통신학회 동계종합학술발표회 논문집, , 0, - (2024)
On the Performance of Index Modulation in OFDM Systems under Jamming Attacks, 2023 14th International Conference on Information and Communication Technology Convergence (ICTC), , 0, 903-905 (2023)
낮은 SNR 환경의 밀리미터 웨이브 통신을 위한 빔 정렬 기법, , , 0, - (2023)
통신 효율적인 연합 학습을 위한 희소화 기반 압축 기술, , , 0, - (2023)
다중 접속 채널 기반 분할 학습을 위한 단말기 그룹화, , , 0, - (2023)
분할 학습의 통신 효율성을 향상시키기 위한 적응적 드롭아웃 기술, , , 0, - (2023)
Sparse Vector Codes for MIMO ISI Channels with LowResolution ADCs, GLOBECOM 2022 2022 IEEE Global Communications Conference, , 0, - (2022)
MIMO Detection under Hardware Impairments via Learning from Noisy Labels, GLOBECOM 2022 2022 IEEE Global Communications Conference, , 0, 3192-3197 (2022)
Vector Quantized Compressed Sensing for CommunicationEfficient Federated Learning, 2022 IEEE Globecom Workshops (GC Wkshps), , 0, - (2022)
Sparse Vector Codes for MIMO lSI Channels with LowResolution ADCs, 2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), , 0, 2529-2535 (2022)
시변 채널 환경의 MIMOOFDM 시스템을 위한 데이터 기반 채널 추정, , , 0, - (2022)
MetaSSD MetaLearned SelfSupervised Detection , , , 0, - (2022)
연합 학습의 통신 효율을 향상시키기 위한 벡터 양자화 압축 센싱, , , 0, - (2022)
단일 비트 ADC를 사용하는 다중입출력 시스템을 위한 기댓값 최대화 기반 데이터 검출 기술, , , 0, - (2022)
하드웨어 왜곡에 강인한 학습 기반 다중입출력 검출 기술, , , 0, - (2022)
Quantized Compressed Sensing for CommunicationEfficient Federated Learning, 2021 IEEE Globecom Workshops (GC Wkshps), , 0, - (2021)
통신 효율적인 연합 학습을 위한 기울기 압축 및 복구 기술, , , 0, - (2021)
Identifying Contact Fingers on Touch Sensitive Surfaces by RingBased Vibratory Communication, , , 0, 208-222 (2021)
다중입출력 다중 접속 채널 기반 연합 학습을 위한 압축 센싱 기술, , , 0, - (2021)
다중입출력 통신 시스템 기반 연합 학습을 위한 송수신 기법, , , 0, - (2021)
DataAided Channel Estimator for MIMO Systems via Reinforcement Learning, IEEE International Conference on Communications, , 0, - (2020)
ReinforcementLearningAided Detector for TimeVarying MIMO Systems with OneBit ADCs, 2019 IEEE Global Communications Conference (GLOBECOM), , 0, - (2019)
Capacity Analysis of MISO Channels with OneBit Transceiver, 2019 IEEE International Symposium on Information Theory (ISIT), , 0, - (2019)
Concatenated MMSE Estimation for Quantized OFDM Systems, ICC 2019 2019 IEEE International Conference on Communications (ICC), , 0, - (2019)
Quantized Viterbi algorithmMaximum likelihood sequence detection for SIMO ISI channels with lowprecision ADCs, 2018 IEEE 87th Vehicular Technology Conference (VTC Spring), , 0, - (2018)
A Low Complexity ML Detection for Uplink Massive MIMO Systems with OneBit ADCs, 2018 IEEE 87th Vehicular Technology Conference (VTC Spring), , 0, - (2018)
Robust MLSD for Wideband SIMO Systems with OneBit ADCs ReinforcementLearning Approach, 2018 IEEE International Conference on Communications Workshops (ICC Workshops), , 0, - (2018)
ReinforcementLearningAided ML Detector for Uplink Massive MIMO Systems with LowPrecision ADCs, 2018 IEEE Wireless Communications and Networking Conference (WCNC), , 0, - (2018)
Beamforming Design and User Grouping for FDD Massive MIMO Systems, 2017 International Conference on Information and Communication Technology Convergence (ICTC), , 0, - (2017)
Degrees of Freedom on the Wideband Multicell Multiple Access Channel with no CSIT, 2017 IEEE International Symposium on Information Theory (ISIT), , 0, - (2017)
양자회 된 MIMO 시스템을 위한 지도 학습 기반 검출 기법, , , 0, - (2017)
Blind Detection for MIMO Systems With LowResolution ADCs Using Supervised Learning, 2017 IEEE International Conference on Communications (ICC), , 0, - (2017)
MIMO Systems with LowResolution ADCs Linear Coding Approach, 2017 IEEE International Conference on Communications Proceed, 0, 0, - (2017)
Block diagonalization and user selection for MIMO broadcast channels with limited feedback, IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS 2015, , 0, - (2015)
Block Diagonalization and User Selection for MIMO Broadcast Channels with Limited Feedback, 2015 IEEE International Conference on Communications ICC, 0, 0, - (2015)
블록 대각화 기반의 제한된 피드백을 이용한 다중 사용자 다중 입출력 시스템, , , 0, - (2015)
Coordinated Beamforming Scheme Based on Signal and Interference Alignment for TwoCell MUMIMO, , , 0, - (2012)
Intellectual Property
IP
전요셉, 저-분해능 ADC 효과에 강인한 MIMO 데이터 검출 시뮬레이터, 한국, C-2021-041013 (PR20)
이남윤,전요셉, 초저전력 대규모 다중입출력 시스템을 위한 강화학습 기반 데이터 검출 시뮬레이터, 한국, C-2020-042682 (PR20)
전요셉,하시현, 연합 학습을 이용한 매개변수 효율적 미세 조정 방법 및 장치, 한국, 10-2025-0141866 (P202)
전요셉,신준용,전은성,김인형, 무선 랜을 위한 딥러닝 기반 채널 상태 정보 피드백 장치 및 방법, USA, 19/657,461 (P202)
전요셉,오용정,박주혁, 채널 적응형 디지털 시맨틱 통신, -, PCT/KR2025/0161 (P202)
전요셉,오용정,박주혁, 채널 적응형 디지털 시맨틱 통신, 한국, 10-2024-0194095 (P202)
전요셉,이익범,박진성,양하영,양경철, 저-복잡도 다중 입출력 직교 주파수 분할 다중화 채널 등화를 위한 방법 및 장치, -, PCT/KR2025/0118 (P202)
전요셉,신준용, 기계 학습 기반 채널 상태 정보 전송 기술, USA, 19/669,207 (P202)
전요셉,신준용, 기계 학습 기반 채널 상태 정보 전송 기술, 한국, 10-2024-0003932 (P202)
전요셉,강유진,하성영,양경철,이익범,양하영, 무선 통신 시스템에서 채널을 추정하는 방법 및 장치, USA, 19/540,179 (P202)
전요셉,강유진,하성영,양경철,이익범,양하영, 무선 통신 시스템에서 채널을 추정하는 방법 및 장치, -, PCT/KR2024/0052 (P202)
전요셉,강유진,하성영,양경철,이익범,양하영, 무선 통신 시스템에서 채널을 추정하는 방법 및 장치, 한국, 10-2023-0129296 (P202)
전요셉,하시현, 대규모 언어 모델 압축 장치 및 방법, 한국, 10-2025-0164787 (IP25)
전요셉,하시현, 연합 학습을 이용한 매개변수 효율적 미세 조정 방법 및 장치, 한국, 10-2025-0083053 (IP25)
전요셉,이익범,하성영,양하영,양경철, 무선 통신 시스템에서 AI 기반 채널 추정 방법 및 장치, 한국, 10-2025-0065710 (IP25)
전요셉,신준용,전은성,김인형, 무선 랜을 위한 딥러닝 기반 채널 상태 정보 피드백 장치 및 방법, 한국, 10-2025-0054122 (IP25)
전요셉,오용정,박주혁, 채널 적응형 디지털 시맨틱 통신, 한국, 10-2024-0166980 (IP24)
전요셉,이익범,박진성,양하영,양경철, 저-복잡도 MIMO-OFDM 채널 등화를 위한 방법 및 장치, 한국, 10-2024-0107028 (IP24)
전요셉,신준용, 기계 학습 기반 채널 상태 정보 전송 기술, -, PCT/KR2024/0142 (2023)
전요셉,신준용, 머신 러닝 기반의 CSI 피드백, 한국, 10-2023-0156766 (2023)
전요셉,강유진,하성영,양경철,이익범,양하영, 무선 통신 시스템에서 채널을 추정하는 방법 및 장치, Korea, 10-2023-0106400 (2023)
전요셉,양경철,하성영, MIMO-OFDM 신호를 수신하는 수신 장치 및 방법, -, PCT/KR2023/0119 (2022)
전요셉,하성영,양경철, MIMO-OFDM 신호를 수신하는 수신 장치 및 방법, 한국, 10-2022-0111431 (2022)
전요셉,하성영,양경철, MIMO-OFDM 신호를 수신하는 수신 장치 및 방법, 한국, 10-2022-0108590 (2022)
이남윤,임종부,전요셉,김찬홍,윤여훈,홍성남, 무선 통신 시스템에서 다중 접속을 지원하기 위한 장치, USA, 15/891,048 (2018)
이남윤,임종부,전요셉,김찬홍,윤여훈,홍성남, 무선 통신 시스템에서 다중 접속을 지원하기 위한 장치, Korea, 10-2017-0016767 (2017)
이남윤,전요셉, 다중 입출력 통신 시스템에서 간섭을 제어하는 통신장치 및 방법, Korea, 10-2016-0141799 (2016)
임기홍,전요셉,김윤성,양기석,조용상,강윤성,이설민, 대규모 다중 입출력 시스템에서 피드백 및 스케쥴링 방법 및 그를 위한 장치, Korea, 10-2014-0170785 (2014)
임기홍,김현명,조용상,전요셉,강윤성,김윤성,양기석, 시간 영역 차동 피드백 방법과 이를 위한 장치, Korea, 10-2014-0012537 (2014)