Výsledky vyhledávání - "Task-oriented data compression"

Task-Oriented Data Compression for Multi-Agent Communications Over Bit-Budgeted Channels

Autoři: Mostaani, Arsham Vu, Thang X. Chatzinotas, Symeon a další

Zdroj: IEEE Open Journal of the Communications Society. 3:1867-1886

Témata: communications for machine learning, data quantization, machine learning for communications, semantic communications, Task-oriented communications

Popis souboru: print

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-337555
https://doi.org/10.1109/OJCOMS.2022.3213213

Task-Oriented Communication Design at Scale

Autoři: Mostaani, Arsham Vu, Thang X. Habibi, Hamed a další

Zdroj: IEEE Transactions on Communications. 73(1):378-393

Témata: Task analysis, Quantization (signal), Training, Costs, Time complexity, Multi-agent systems, Reinforcement learning, Task-oriented data compression, communication for machine learning, joint communication and control, multi-agent systems, reinforcement learning

Popis souboru: print

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-364741
https://doi.org/10.1109/TCOMM.2024.3416898

Task-Oriented Data Compression for Multi-Agent Communications Over Bit-Budgeted Channels

Autoři: Arsham Mostaani Thang X. Vu Symeon Chatzinotas a další

Přispěvatelé: Arsham Mostaani Thang X. Vu Symeon Chatzinotas a další

Zdroj: IEEE Open Journal of the Communications Society, Vol 3, Pp 1867-1886 (2022)
info:eu-repo/grantAgreement/EC/H2020/742648
IEEE Open Journal of the Communications Society

Témata: Ingénierie électrique & électronique [C06] [Ingénierie, informatique & technologie], FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Information Theory, Information Theory (cs.IT), semantic communications, TK5101-6720, Systems and Control (eess.SY), 02 engineering and technology, data quantization, machine learning for communications, Electrical Engineering and Systems Science - Systems and Control, Machine Learning (cs.LG), Electrical & electronics engineering [C06] [Engineering, computing & technology], communications for machine learning, Telecommunication, FOS: Electrical engineering, electronic engineering, information engineering, 0202 electrical engineering, electronic engineering, information engineering, Task-oriented communications, Computer Science - Multiagent Systems, Transportation and communications, HE1-9990, Multiagent Systems (cs.MA)

Přístupová URL adresa: http://arxiv.org/abs/2005.14220
https://doaj.org/article/919dca229ef749078adf10be43910f2c
http://orbilu.uni.lu/handle/10993/52918

Task-Oriented Data Compression for Multi-Agent Communications Over Bit-Budgeted Channels

Autoři: European Research Council [sponsor] Mostaani, Arsham Vu, Thang Xuan a další

Témata: Task-oriented communications, semantic communications, data quantization, info:eu-repo/semantics/article

URL: https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9916306
http://orbilu.uni.lu/handle/10993/52918
http://orbilu.uni.lu/bitstream/10993/52918/2/Graphical%20Abstract%20-%20submission.pdf
http://orbilu.uni.lu/bitstream/10993/52918/1/Task_Based_Quantization_for_Multi_Agent_Communication_Problems_Under_Bit_Budget___OJ_COMS___Final_Submission%20%284%29.pdf
info:eu-repo/grantAgreement/EC/H2020/742648

Scalable Quantification of the Value of Information for Multi-Agent Communications and Control Co-design

Autoři: MOSTAANI, Arsham VU, Thang Xuan HABIBI, Hamed a další

Zdroj: IEEE Global Communications Conference, Kuala Lumpur, Malaysia [MY], 4-8 December

Témata: Task-oriented data compression/quantization, communications for machine learning, machine learning for communications, multiagent systems, reinforcement learning, Engineering, computing & technology, Electrical & electronics engineering, Ingénierie, informatique & technologie, Ingénierie électrique & électronique

Relation: info:eu-repo/grantAgreement/EC/H2020/742648; https://orbilu.uni.lu/handle/10993/58125; info:hdl:10993/58125

Dostupnost: https://orbilu.uni.lu/handle/10993/58125
https://orbilu.uni.lu/bitstream/10993/58125/1/_a619-mostaani%20final.pdf

Centralized Control of a Multi-Agent System Via Distributed and Bit-Budgeted Communications

Autoři: MOSTAANI, Arsham VU, Thang Xuan CHATZINOTAS, Symeon a další

Zdroj: urn:isbn:978-1-66549-122-8 ; 2023 IEEE Wireless Communications and Networking Conference, WCNC 2023 - Proceedings (2023); 2023 IEEE Wireless Communications and Networking Conference (WCNC), Glasgow, Gbr [Gbr], 26-03-2023 => 29-03-2023

Témata: communications for machine learning, data-quantization, distributed edge processing, multi-agent systems, semantic communications, Task-oriented data compression, Centralized controllers, Communication for machine learning, Data quantizations, Joint designs, Machine-learning, Semantic communication, State aggregation, Task-oriented, Engineering (all), Engineering, computing & technology, Electrical & electronics engineering, Ingénierie, informatique & technologie, Ingénierie électrique & électronique

Relation: http://xplorestaging.ieee.org/ielx7/10118584/10118587/10118602.pdf?arnumber=10118602; https://orbilu.uni.lu/handle/10993/58126; info:hdl:10993/58126; https://orbilu.uni.lu/bitstream/10993/58126/1/1570875876%20paper%20%281%29.pdf

Dostupnost: https://orbilu.uni.lu/handle/10993/58126
https://orbilu.uni.lu/bitstream/10993/58126/1/1570875876%20paper%20%281%29.pdf
https://doi.org/10.1109/WCNC55385.2023.10118602

INDIRECT TASK-ORIENTED COMMUNICATION DESIGN FOR CONTROL AND DECISION MAKING IN MULTI-AGENT SYSTEMS

Autoři: Mostaani, Arsham ERC 742648 [sponsor] Interdisciplinary Centre for Security, Reliability and Trust (SnT) > SIGCOM - Signal Processing & Communications [research center] a další

Přispěvatelé: Mostaani, Arsham ERC 742648 [sponsor] Interdisciplinary Centre for Security, Reliability and Trust (SnT) > SIGCOM - Signal Processing & Communications [research center] a další

Témata: Multidisciplinaire, généralités & autres [C99] [Ingénierie, informatique & technologie], goal-oriented communications, Multidisciplinary, general & others [C99] [Engineering, computing & technology], Communications and control co-design, multi-agent communications, Semantic Communications, multi-agent systems, data quantization, task-oriented data compression, task-oriented communications, data compression

Popis souboru: xxx, 177

Přístupová URL adresa: http://orbilu.uni.lu/handle/10993/55327

Research on Multimodal Brain Tumor Segmentation Algorithm Based on Feature Decoupling and Information Bottleneck Theory.

Autoři: Yang, Xuemei Zhou, Yuting Liu, Shiqi a další

Zdroj: Computers, Materials & Continua; 2025, Vol. 82 Issue 2, p3281-3307, 27p

Témata: IMAGE fusion, INFORMATION theory, DEEP learning, LEARNING ability, BRAIN tumors, IMAGE segmentation

Semantics-Empowered Space-Air-Ground-Sea Integrated Network: New Paradigm, Frameworks, and Challenges.

Autoři: Meng, Siqi Wu, Shaohua Zhang, Jiaming a další

Zdroj: IEEE Communications Surveys & Tutorials; Feb2025, Vol. 27 Issue 1, p140-183, 44p

INDIRECT TASK-ORIENTED COMMUNICATION DESIGN FOR CONTROL AND DECISION MAKING IN MULTI-AGENT SYSTEMS

Autoři: Interdisciplinary Centre for Security, Reliability and Trust (SnT) > SIGCOM - Signal Processing & Communications [research center] ERC 742648 [sponsor] Mostaani, Arsham

Témata: Semantic Communications, Communications and control co-design, goal-oriented communications, task-oriented communications, multi-agent communications, multi-agent systems, data quantization, data compression, task-oriented data compression, info:eu-repo/semantics/doctoralThesis

URL: http://orbilu.uni.lu/handle/10993/55327
http://orbilu.uni.lu/bitstream/10993/55327/1/PhD_Thesis___Submitted___27_04_2023%20%285%29.pdf

Call for Papers.

Zdroj: IEEE Network; Sep/Oct2022, Vol. 36 Issue 5, p23-23, 1p

Témata: MANUSCRIPTS

Machine Learning for Low-Latency Communications

Autoři: Yong Zhou Yinan Zou Youlong Wu a další

Resource Type: eBook.

Témata: Telecommunication systems, Machine learning, Artificial intelligence--Engineering applications

Categories: TECHNOLOGY & ENGINEERING / Mobile & Wireless Communications, COMPUTERS / Networking / General