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Digitization can stall swarm transport: Commensurability locking in quantized-sensing chains

  • Caroline N. Cappetto
  • , Penelope Messinger
  • , Kaitlyn S. Yasumura
  • , Miro Rothman
  • , Tuan K. Do
  • , Gao Wang
  • , Liyu Liu
  • , Robert H. Austin
  • , Shengkai Li
  • , Trung V. Phan

Research output: Contribution to journalArticlepeer-review

Abstract

We present a minimal model for autonomous robotic swarms in both one-dimensional and higher-dimensional spaces, where identical, field-driven agents interact pairwise to self-organize spacing and independently follow local gradients sensed through quantized digital sensors. We show that the collective response of a multi-agent train amplifies sensitivity to weak gradients beyond what is achievable by a single agent. We discover a fractional transport phenomenon in which, under a uniform gradient, collective motion freezes abruptly whenever the ratio of intra-agent sensor separation to inter-agent spacing satisfies a number-theoretic commensurability condition. This commensurability locking persists even as the number of agents tends to infinity. We find that this condition is exactly solvable on the rationals – a dense subset of real numbers – providing analytic, testable predictions for when transport stalls. Our findings establish a surprising bridge between number theory and emergent transport in swarm robotics, informing design principles with implications for collective migration, analog computation, and even the exploration of number-theoretic structure via physical experimentation.

Original languageEnglish (US)
Article number131225
JournalPhysica A: Statistical Mechanics and its Applications
Volume683
DOIs
StatePublished - Feb 1 2026

All Science Journal Classification (ASJC) codes

  • Statistical and Nonlinear Physics
  • Statistics and Probability

Keywords

  • Collective transport
  • Commensurability
  • Quantization error
  • Robotic swarm

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