Resilient multitask distributed adaptation over networks with noisy exchanges

• المؤلفون الرئيسيون: Wang, Chengcheng, Tay, Wee Peng, Wei, Ye, Wang, Yuan
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering::Electrical and electronic engineering::Electronic systems::Signal processing; Distributed Strategies; Adaptive Networks
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/152713
• المؤسسة: Nanyang Technological University

We develop a resilient distributed strategy over multitask networks, where individual tasks are linearly related within each neighborhood, and information exchanges between neighboring agents are noisy. In the proposed strategy, each agent follows an adapt-then-project procedure to iteratively updat...