ROSPAug 19, 2020

Enabling Remote Whole-Body Control with 5G Edge Computing

arXiv:2008.08243v1
AI Analysis

This addresses the need for energy-efficient, autonomous robots by offloading computation to 5G edge servers, though it is incremental as it builds on existing control methods with a hybrid approach.

The paper tackled the problem of enabling cloud-based whole-body control for legged robots over 5G links, which face latency challenges, and demonstrated significant improvement in locomotion reliability under realistic 5G delays and jitter in simulations.

Real-world applications require light-weight, energy-efficient, fully autonomous robots. Yet, increasing autonomy is oftentimes synonymous with escalating computational requirements. It might thus be desirable to offload intensive computation--not only sensing and planning, but also low-level whole-body control--to remote servers in order to reduce on-board computational needs. Fifth Generation (5G) wireless cellular technology, with its low latency and high bandwidth capabilities, has the potential to unlock cloud-based high performance control of complex robots. However, state-of-the-art control algorithms for legged robots can only tolerate very low control delays, which even ultra-low latency 5G edge computing can sometimes fail to achieve. In this work, we investigate the problem of cloud-based whole-body control of legged robots over a 5G link. We propose a novel approach that consists of a standard optimization-based controller on the network edge and a local linear, approximately optimal controller that significantly reduces on-board computational needs while increasing robustness to delay and possible loss of communication. Simulation experiments on humanoid balancing and walking tasks that includes a realistic 5G communication model demonstrate significant improvement of the reliability of robot locomotion under jitter and delays likely to experienced in 5G wireless links.

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