Resilient multitask distributed adaptation over networks with noisy exchanges

• Main Authors: Wang, Chengcheng, Tay, Wee Peng, Wei, Ye, Wang, Yuan
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering::Electronic systems::Signal processing; Distributed Strategies; Adaptive Networks
• Online Access: https://hdl.handle.net/10356/152713
• Institution: 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...