A Chemosensory Navigation Model Inspired by the On/Off Neural Processing Mechanism in Cockroaches

Alejandro Pequeno Zurro, Inaki Rano, Danish Shaikh

Research output: Contribution to journalJournal articleResearchpeer-review

Abstract

Cockroaches orient towards and track plumes of airborne odours using simple yet sophisticated processing of odour concentration stimuli. Their orientation behaviour is driven not only by instantaneous sampling of odour concentration but by temporal dynamics of the odour signal which are processed by specialised On/Off olfactory receptor neurons encoding rate of change of odour concentration. We present a neurorobotic model for chemotaxis that implements such sensory processing. The model consists of a sensorimotor connection embodied in a simulated Braitenberg vehicle with a dynamic sensory processing variant which extends existing functional models, and the model parameters are tuned via an optimisation algorithm. Simulation results demonstrate that the vehicle with the contribution of temporal dynamics and optimised parameters is able to localise the odour source in both a simplified odour plume characterised by a steady state Gaussian distribution of odour concentration and a realistic odour plume based on filament-based gas dispersion modelling.

Original languageEnglish
Article number9136760
JournalIEEE Transactions on Medical Robotics and Bionics
Volume2
Issue number3
Pages (from-to)338-346
ISSN2576-3202
DOIs
Publication statusPublished - Aug 2020

Keywords

  • Intelligent robots
  • robot sensing systems

Fingerprint

Dive into the research topics of 'A Chemosensory Navigation Model Inspired by the On/Off Neural Processing Mechanism in Cockroaches'. Together they form a unique fingerprint.

Cite this