Schumpeter - Emerging Technologies

Schumpeter - Emerging Technologies

Maintaining Swarm Robot Autonomy through Immune-Inspired Fault Detection and Diagnosis

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Schumpeter
Jan 14, 2026
∙ Paid

The resources collected and power consumed

1. Executive Summary
Long-term autonomy in robot swarms is constrained not only by sudden hardware failures but also by gradual degradation that accumulates during continued operation. Conventional fault-tolerance approaches in swarm robotics largely focus on abrupt malfunctions affecting a small minority of agents, implicitly assuming that the remainder…

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